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    Developing an Analytics Platform to Utilize Real Time Locating System for Clinical Workflow Analysis

    • Ruthvik Abbu ;
    • Kevin Overmann ;
    • Lindsey Barrick ;
    • Danny T. Wu

    Developing an Analytics Platform to Utilize Real Time Locating System for Clinical Workflow Analysis


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    Postoperative Mortality Prediction with and Without the Use of Intraoperative Features

    • Mohamed Abdelhack ;
    • Christopher R King ;
    • Bradley A. Fritz ;
    • Sandhya Tripathi ;
    • Yixin Chen ;
    • Michael Avidan

    Postoperative Mortality Prediction with and Without the Use of Intraoperative Features


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    Opioid Use Disorder at the Extremes of Age: Spatial and Temporal Analysis of Pharmacotherapy Use in Seniors and Adolescents

    • Kayley N. Abell-Hart ;
    • Naizhang Wang ;
    • Fusheng Wang

    Opioid Use Disorder at the Extremes of Age: Spatial and Temporal Analysis of Pharmacotherapy Use in Seniors and Adolescents


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    Understanding facilitators and barriers to development and adoption of EHR-to-eCRF technology in multi-site clinical research

    • Bhargav Adagarla ;
    • Maryam Y. Garza ;
    • Karan R. Kumar ;
    • Umit Topaloglu ;
    • Anita Walden ;
    • Kanecia Zimmerman ;
    • Meredith Zozus ;
    • Eric Eisenstein

    Understanding facilitators and barriers to development and adoption of EHR-to-eCRF technology in multi-site clinical research


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    Educating and Assessing Dialysis Patients’ Disutility for Transplantation with an HCV-Viremic Kidney

    • Adeboye A. Adejare Jr ;
    • Mark H. Eckman

    Educating and Assessing Dialysis Patients’ Disutility for Transplantation with an HCV-Viremic Kidney


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    Semi-automated Environmental Exposure Phenotyping: A Case for Smoking

    • Morris A. Aguilar ;
    • John McGuigan ;
    • Molly A. Hall

    Semi-automated Environmental Exposure Phenotyping: A Case for Smoking


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    Evaluating the utility of a picture description task for monitoring progression of ALS at home

    • Carla Agurto ;
    • Guillermo Cecchi ;
    • Mary Pietrowicz ;
    • Divya Ramamoorthy ;
    • Lorin Wilde ;
    • Elizabeth Mosmiller ;
    • Emily Baxi ;
    • Nicholas Maragakis ;
    • James Berry ;
    • Ernest Fraenkel ;
    • Jeffrey D. Rothstein ;
    • Raquel Norel

    Evaluating the utility of a picture description task for monitoring progression of ALS at home


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    SAMGEP: A Novel Method for Prediction of Phenotype Event Times Using the Electronic Health Record

    • Yuri Ahuja ;
    • Chuan Hong ;
    • Zongqi Xia ;
    • Tianxi Cai

    SAMGEP: A Novel Method for Prediction of Phenotype Event Times Using the Electronic Health Record


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    Evaluating the effects of automation on risk identification and nurses’ decision making

    • Saba Akbar ;
    • David Lyell ;
    • Farah Magrabi

    Evaluating the effects of automation on risk identification and nurses’ decision making


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    Investigating Drivers for Mental Health Related Recidivist Visits via Association Rule Data Mining

    • Patricia E. Alafaireet ;
    • Howard Houghton ;
    • Min Kim

    Investigating Drivers for Mental Health Related Recidivist Visits via Association Rule Data Mining


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    A Decade of Vaping: Identifying Shifts in Clinical Documentation and Terminology in the Department of Veterans Affairs (2010-2020)

    • Patrick R. Alba ;
    • Olga V. Patterson ;
    • Mike Conway

    A Decade of Vaping: Identifying Shifts in Clinical Documentation and Terminology in the Department of Veterans Affairs (2010-2020)


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    Saving Time for Patient Care by Optimizing Physicians’ Notes Templates

    • Rana Alissa ;
    • Kendall Webb

    Saving Time for Patient Care by Optimizing Physicians’ Notes Templates


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    Drug Repositioning for Colorectal Cancer Patient Subgroups Using Exploratory Mining and Network Analysis

    • Zainab Al-Taie ;
    • Danlu Liu ;
    • Christos Papageorgiou ;
    • Jussuf Kaifi ;
    • Jonathan Mitchem ;
    • Chi-Ren Shyu

    Drug Repositioning for Colorectal Cancer Patient Subgroups Using Exploratory Mining and Network Analysis


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    Prevalence of Potential Multi-Drug Interactions in Ambulatory Patients

    • Tara V. Anand ;
    • Brendan K. Wallace ;
    • Herbert Chase

    Prevalence of Potential Multi-Drug Interactions in Ambulatory Patients


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    Hekademeia: Sustainable Research Technology Infrastructure for Persistent Project Access Across Funding Gaps

    • Blake Anderson ;
    • Blaine Reeder

    Hekademeia: Sustainable Research Technology Infrastructure for Persistent Project Access Across Funding Gaps


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    Depression in the App Stores: A Review and Standardized Rating of Apps for Depression, including Postpartum Depression

    • Katerina Andreadis ;
    • Mariam A. Mohsin ;
    • Xiaoyue Xiao ;
    • Xueting Zhang ;
    • Meghan Reading Turchioe ;
    • Ruth Masterson Creber

    Depression in the App Stores: A Review and Standardized Rating of Apps for Depression, including Postpartum Depression


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    Heuristic Evaluation of a Mobile Application for Caregivers About the Functional Stages of Dementia

    • Adriana Arcia ;
    • Laura E. Britton

    Heuristic Evaluation of a Mobile Application for Caregivers About the Functional Stages of Dementia


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    Clinical Trial Alert Worklists for the Emergency Department

    • Phillip V. Asaro ;
    • Stacey House

    Clinical Trial Alert Worklists for the Emergency Department


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    Dental Visits & Expenditures in Older Adults Utilizing In-Home Healthcare

    • Adejare (Jay) Atanda ;
    • Paul Fontelo ;
    • Shadokht Boroumand ;
    • Darien Weatherspoon ;
    • Bruce A. Dye

    Dental Visits & Expenditures in Older Adults Utilizing In-Home Healthcare


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    Tasks Associated With Extreme After-hours EHR Use Among Ambulatory Care Pediatricians

    • Selasi Attipoe ;
    • Yungui Huang ;
    • Sharon B. Schweikhart ;
    • Jennifer Hefner ;
    • Daniel Walker ;
    • Steven W. Rust ;
    • Jeffrey Hoffman ;
    • Simon Lin

    Tasks Associated With Extreme After-hours EHR Use Among Ambulatory Care Pediatricians


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    The Impact of Order Set Implementation on Inappropriate Titer Ordering and Vaccinations

    • Kamel Azhar ;
    • Wilson Ching ;
    • Andrew Boyd ;
    • Karl Kochendorfer

    The Impact of Order Set Implementation on Inappropriate Titer Ordering and Vaccinations


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    Insurance Status and Hospital Mortality: Reassessing the Insurance-Mortality Relationship Using APACHE IV Severity Score

    • Natasha Baloch ;
    • Eduardo Oliveira

    Insurance Status and Hospital Mortality: Reassessing the Insurance-Mortality Relationship Using APACHE IV Severity Score


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    Monitoring a Viral Epidemic through Informatics: The Race to Get Ahead with Terminologies

    • Pamela Banning ;
    • Dannie Greenlee ;
    • Sarah Sontum ;
    • Precious Faith H. Porter ;
    • Amanda Steffon

    Monitoring a Viral Epidemic through Informatics: The Race to Get Ahead with Terminologies


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    The Role of the Electronic Medical Record in Diagnostic Error and Delay: A Qualitative Study of Acute Care Clinician Insights

    • Amelia K. Barwise ;
    • Aaron Leppin ;
    • Yue Dong ;
    • Ognjen Gajic ;
    • Brian W. Pickering ;
    • Ashok Kumbamu

    The Role of the Electronic Medical Record in Diagnostic Error and Delay: A Qualitative Study of Acute Care Clinician Insights


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    Automated Detection of Herpes Zoster via Deep Learning

    • Mrigendra M. Bastola ;
    • Craig Locatis ;
    • Paul Fontelo

    Automated Detection of Herpes Zoster via Deep Learning


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    Using semantic inferences to augment standard data definitions

    • Karen M. Bavuso ;
    • Melinda Wong ;
    • Emily Man Wai Chan ;
    • Saverio M. Maviglia ;
    • Roberto A. Rocha

    Using semantic inferences to augment standard data definitions


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    Integration, Harmonization, and Visualization of Cancer Research Data: Pragmatic Ontology-Driven Approach

    • Rimma Belenkaya ;
    • Adam Watson ;
    • Pedram Razavi ;
    • Joshua Drago ;
    • Lindsay Betzendahl ;
    • Dan Benevento ;
    • Meera Patel ;
    • James Park ;
    • John Philip

    Integration, Harmonization, and Visualization of Cancer Research Data: Pragmatic Ontology-Driven Approach


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    Using Milestones to Judge the Progress of Clinical Informatics Fellows Compared with their Personal Goals

    • Douglas S. Bell ;
    • Kevin M. Baldwin ;
    • Eric M. Cheng ;
    • Michael A. Pfeffer

    Using Milestones to Judge the Progress of Clinical Informatics Fellows Compared with their Personal Goals


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    Development and Retention of Big Data Scientists to Support Biomedical Research through BD-STEP

    • Michelle A. Berny-Lang ;
    • Kelly Gaynor ;
    • Colleen Shannon ;
    • Frank Meng

    Development and Retention of Big Data Scientists to Support Biomedical Research through BD-STEP


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    Extraction of Diagnosis codes from Health Reports using available NLP tools for a performant implementation in an Academic Medical Center

    • Arnav Bhandari ;
    • Michael Horvath ;
    • Greg Kucera ;
    • Umit Topaloglu

    Extraction of Diagnosis codes from Health Reports using available NLP tools for a performant implementation in an Academic Medical Center


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    Deep Survival Analysis: The Impact of Feature Missingness

    • Shreyas Bhave ;
    • Xintian Han ;
    • Rajesh Ranganath ;
    • Adler Perotte

    Deep Survival Analysis: The Impact of Feature Missingness


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    "Analyzing Omaha system with Public Health EHR for social and behavioral determinants from public health for healthcare using CHAMP Software and Nightingale Notes"

    • Vishwa Bhayani ;
    • Dr. Iris Zachary

    "Analyzing Omaha system with Public Health EHR for social and behavioral determinants from public health for healthcare using CHAMP Software and Nightingale Notes"


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    Systematic Literature Review on 42 Code of Federal Regulation Part 2

    • Anweysha Bhowmik ;
    • George K. Karway ;
    • Julia Ivanova ;
    • Anita C. Murcko ;
    • Adela Grando

    Systematic Literature Review on 42 Code of Federal Regulation Part 2


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    Are Online Health Information Seeking Behaviors Among US Military Veterans Impacted by Behavioral Health Conditions?

    • Felicia R. Bixler ;
    • Bella Etingen ;
    • Bridget Smith ;
    • Stephanie L. Shimada ;
    • Daniel J. Amante ;
    • Angela Patterson ;
    • Dane Netherton ;
    • Kathy Frisbee ;
    • Timothy P. Hogan

    Are Online Health Information Seeking Behaviors Among US Military Veterans Impacted by Behavioral Health Conditions?


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    Technology Personalization in Health Applications for Patients with Autism Spectrum Disorder

    • Lina Bouayad ;
    • Polina Durneva ;
    • Spurthy Dharanikota ;
    • Anol Bhattacherjee ;
    • Mavara Agrawal ;
    • Stephen L. Luther

    Technology Personalization in Health Applications for Patients with Autism Spectrum Disorder


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    Machine learning for the discovery of physician reasoning in text

    • Dmitriy Boyuk ;
    • Malcom Charles ;
    • Joseph Polifroni ;
    • Kristen Biskobing

    Machine learning for the discovery of physician reasoning in text


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    Utilizing Similarity Measure to Cross-Map the International and British Medication Codes

    • Joshua D. Butler ;
    • Martin Zand

    Utilizing Similarity Measure to Cross-Map the International and British Medication Codes


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    Experiences and Challenges in Manual Annotation of Functioning Information in Medical Records

    • Jonathan Camacho Maldonado ;
    • Pei-Shu Ho ;
    • Rafael Jiménez Silva ;
    • Alex Marr ;
    • Julia Porcino ;
    • Maryanne Sacco ;
    • Ayah Zirikly ;
    • Leighton Chan ;
    • Elizabeth Rasch

    Experiences and Challenges in Manual Annotation of Functioning Information in Medical Records


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    Development of National Nursing Informatics Competencies for the Veterans Health Administration

    • Robert C. Campbell

    Development of National Nursing Informatics Competencies for the Veterans Health Administration


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    Development and Evaluation of an Algorithm to Automatically Extract Delivery Episodes from Electronic Health Records

    • Silvia P. Canelón ;
    • Heather Burris ;
    • Lisa Levine ;
    • Mary Regina Boland

    Development and Evaluation of an Algorithm to Automatically Extract Delivery Episodes from Electronic Health Records


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    Implementing Advanced Imaging Decision Support: Lessons Learned

    • Pedro J. Caraballo ;
    • jeremy D. collins ;
    • Stacy R. Schultz ;
    • Kenneth Aakre ;
    • Joseph A. Sutton ;
    • Paul J. Johnsen ;
    • Mark A. Parkulo ;
    • Karl Krecke

    Implementing Advanced Imaging Decision Support: Lessons Learned


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    Big Impact from Small Data: Unsupervised Machine Learning Approaches for Chronic Pain Patient Subgrouping

    • Luke A. Carlson ;
    • Jennifer St. Sauver ;
    • Sunyang Fu ;
    • Ahmad Tafti ;
    • Jungwei Fan ;
    • Molly M. Jeffery ;
    • Rozalina G. McCoy ;
    • Hongfang Liu ;
    • Yanshan Wang

    Big Impact from Small Data: Unsupervised Machine Learning Approaches for Chronic Pain Patient Subgrouping


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    UnBIASED: Understanding Biased patient-provider Interaction and Supporting Enhanced Discourse

    • Regina Casanova-Perez ;
    • Cezanne Lane ;
    • Erin Beneteau ;
    • Steven R. Rick ;
    • Wanda Pratt ;
    • Janice Sabin ;
    • Nadir Weibel ;
    • Andrea Hartzler

    UnBIASED: Understanding Biased patient-provider Interaction and Supporting Enhanced Discourse


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    Developing a digital user-centered community resource mapping tool for safety-net patients in San Francisco

    • Anupama G. Cemballi ;
    • Kim Hanh Nguyen ;
    • Jose Miramontes ;
    • Jessica Fields ;
    • Anjali Gopalan ;
    • Tessa Cruz ;
    • Aekta Shah ;
    • Antwi Akom ;
    • William Brown ;
    • Urmimala Sarkar ;
    • Courtney Lyles

    Developing a digital user-centered community resource mapping tool for safety-net patients in San Francisco


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    Implementation of a Pharmacogenomic Interaction Knowledgebase for Clinical Use

    • Emily Man Wai Chan ;
    • Karen Bavuso ;
    • Melinda Wong ;
    • Saverio M. Maviglia ;
    • Roberto A. Rocha

    Implementation of a Pharmacogenomic Interaction Knowledgebase for Clinical Use


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    Usability and Feature Evaluation of the Amazfit Bip S Smart Watch in the Precision START Laboratory

    • Chelsea $lastName ;
    • Howland $lastName ;
    • Malaika Gallimore ;
    • $firstName Jo-Ana Chase ;
    • Blaine Reeder

    Usability and Feature Evaluation of the Amazfit Bip S Smart Watch in the Precision START Laboratory


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    Validating Natural Language Processing for Extracting Pain Symptoms from Electronic Health Records

    • Jinying Chen ;
    • Marc Gagnier ;
    • Darleen Lessard ;
    • Catarina Kiefe ;
    • David McManus ;
    • Bo Wang ;
    • Thomas Houston

    Validating Natural Language Processing for Extracting Pain Symptoms from Electronic Health Records


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    Review of Existing mHealth Apps for Self-Management of Inflammatory Bowel Disease using the Mobile Application Rating Scale

    • Linda Y. Chen ;
    • Afroza Sultana ;
    • Yi Hang Ian Yen ;
    • Meghan Reading Turchioe ;
    • Ruth Masterson Creber

    Review of Existing mHealth Apps for Self-Management of Inflammatory Bowel Disease using the Mobile Application Rating Scale


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    Evaluation of Large-scale Propensity Score Modeling and Covariate Balance on Potential Unmeasured Confounding in Observational Research

    • RuiJun Chen ;
    • Martijn J. Schuemie ;
    • Marc A. Suchard ;
    • Anna Ostropolets ;
    • Linying Zhang ;
    • Patrick B. Ryan ;
    • George Hripcsak

    Evaluation of Large-scale Propensity Score Modeling and Covariate Balance on Potential Unmeasured Confounding in Observational Research


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    Engage Family Caregivers in Managing Patients’ Pain: A Web App Approach

    • Nai-Ching Chi ;
    • Lynn Nakad ;
    • Ying-Kai Fu ;
    • Ibrahim Demir ;
    • Stephanie Gilbertson-White ;
    • Keela Herr ;
    • George Demiris ;
    • Debra Parker Oliver ;
    • Yuya Hagiwara

    Engage Family Caregivers in Managing Patients’ Pain: A Web App Approach


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    Assessment of Clinical Decision Support (CDS) formats for Supporting Nurses’ Palliative Care Planning Decisions

    • Hwayoung Cho ;
    • Karen Dunn Lopez ;
    • Yingwei Yao ;
    • Ragnhildur I. Bjarnadottir ;
    • Jiang Bian ;
    • Diana J. Wilkie ;
    • Gail Keenan

    Assessment of Clinical Decision Support (CDS) formats for Supporting Nurses’ Palliative Care Planning Decisions


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    Variations in the Contribution of Nursing Data to Predicting the Inpatient Fall Risk

    • Insook Cho ;
    • Patricia C. Dykes

    Variations in the Contribution of Nursing Data to Predicting the Inpatient Fall Risk


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    Identifying Use Cases of Consumer-Grade Fitness Trackers in Research Studies

    • Sylvia Cho ;
    • Karthik Natarajan

    Identifying Use Cases of Consumer-Grade Fitness Trackers in Research Studies


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    Enhancing patient’s experience and workflow efficiency of blood taking in Specialist Out-patient Clinic (SOPC): The Blood Taking Scheduling System for SOPC

    • Carrie Ka Yan Chung ;
    • Ian Cheung ;
    • L H Chan ;
    • Vicky Fung ;
    • Veronica Hung ;
    • Olivia Leung ;
    • Dick Lam

    Enhancing patient’s experience and workflow efficiency of blood taking in Specialist Out-patient Clinic (SOPC): The Blood Taking Scheduling System for SOPC


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    Pilot Results from the Ambulatory Flight Simulator Tool: Lessons Learned

    • Zoe Co ;
    • David Classen ;
    • Barbara Abeling ;
    • Karen Zimmer ;
    • Diane L. Seger ;
    • Jessica Cole ;
    • David W. Bates

    Pilot Results from the Ambulatory Flight Simulator Tool: Lessons Learned


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    Pain Assessment in Veterans Health Administration Chiropractic Clinic Documentation

    • Brian C. Coleman ;
    • Samah J. Fodeh ;
    • Rixin Wang ;
    • Anthony J. Lisi ;
    • Alicia Heapy ;
    • Cynthia Brandt

    Pain Assessment in Veterans Health Administration Chiropractic Clinic Documentation


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    Building a Data Analytics Education Platform for Healthcare

    • Eric Cui ;
    • Zheng Qi ;
    • Javed Mostafa

    Building a Data Analytics Education Platform for Healthcare


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    Developing a Data Model for Patient Secure Messages Leveraging FHIR

    • Amrita De ;
    • Ming Huang ;
    • Tinghao Feng ;
    • Xiaomeng Yue ;
    • Lixia Yao

    Developing a Data Model for Patient Secure Messages Leveraging FHIR


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    Unsupervised learning for systemic lupus erythematosus subtype identification: electronic health record vs registry data

    • Yu Deng ;
    • Anika Ghosh ;
    • Anh Chung ;
    • Yacob Tedla ;
    • Abel N. Kho ;
    • Rosalind Ramsey-Goldman ;
    • Yuan Luo ;
    • Theresa L. Walunas

    Unsupervised learning for systemic lupus erythematosus subtype identification: electronic health record vs registry data


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    Clinical Informatics Subspecialists: Trends in the Characteristics of a Unique and Growing Physician Workforce

    • Sheena Desai ;
    • Vinod E. Nambudiri

    Clinical Informatics Subspecialists: Trends in the Characteristics of a Unique and Growing Physician Workforce


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    Phenotyping Algorithms for Identification of ASCVD Patients

    • Nakeya Dewaswala ;
    • Huzefa M. Bhopalwala ;
    • Alisha P. Chaudhry ;
    • Ronald Hankey ;
    • Rachit A. Kohli ;
    • Bruce Cameron ;
    • Christopher Scott ;
    • Jane L. Shellum ;
    • Rick Nishimura ;
    • Rajeev Chaudhry ;
    • Adelaide M. Arruda-Olson

    Phenotyping Algorithms for Identification of ASCVD Patients


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    Handoff Workflows in Remote Management of Oncology Patients

    • Amandeep K. Dhami ;
    • Yeneat O. Chiu ;
    • Margarita Rozenshteyn ;
    • Melissa Zablocki ;
    • Abigail Baldwin ;
    • Robert Daly ;
    • Ashley Housen ;
    • Kimberly Chow ;
    • Donya Sadi ;
    • Tara Lauria ;
    • Maryanne Canavan ;
    • Jessie Holland ;
    • Greg Jordan ;
    • Eugenia Kim ;
    • Keri Martin ;
    • Daniel Stein ;
    • Gilad Kuperman

    Handoff Workflows in Remote Management of Oncology Patients


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    Enablers of Trial Engagement for Home Diagnostic Test- Supported by Smartphone (HDT-smart) - The Case of flu@home

    • Spurthy Dharanikota ;
    • Victoria Lyon ;
    • Polina Durneva ;
    • Cynthia LeRouge ;
    • Matthew Thompson

    Enablers of Trial Engagement for Home Diagnostic Test- Supported by Smartphone (HDT-smart) - The Case of flu@home


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    Building a Clinical Data Repository for Lumbar Spinal Stenosis in the Veterans Health Administration

    • Rupali Dhond ;
    • Paul Corcoran ;
    • Sarah Leatherman ;
    • Oleg Soloviev ;
    • Nathanael R. Fillmore ;
    • David Cheng ;
    • Frank Meng ;
    • Ryan Ferguson ;
    • Mary T. Brophy ;
    • Nhan V. Do

    Building a Clinical Data Repository for Lumbar Spinal Stenosis in the Veterans Health Administration


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    Assessment of a Portfolio for Building Data Capacity for Patient-Centered Outcomes Research

    • Rina V. Dhopeshwarkar ;
    • Krysta Heaney-Huls ;
    • Lauren Hovey ;
    • Prashila Dullabh

    Assessment of a Portfolio for Building Data Capacity for Patient-Centered Outcomes Research


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    Implementing an IT-Based Intervention to Improve Follow-up Rates of Abnormal Cancer Screening Results: the mFOCUS Trial

    • Courtney J. Diamond ;
    • Steven J. Atlas ;
    • Tin H. Dang ;
    • Jie Yang ;
    • Li Zhou ;
    • Sanja Percac-Lima ;
    • Amy J. Wint ;
    • Kimberly A. Harris ;
    • E. J. Orav ;
    • Erica S. Breslau ;
    • Shoshana Hort ;
    • Anna Tosteson ;
    • Jennifer Haas ;
    • Adam Wright

    Implementing an IT-Based Intervention to Improve Follow-up Rates of Abnormal Cancer Screening Results: the mFOCUS Trial


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    Catching Hidden Acute Events in Structured Diabetes Diagnosis Descriptions

    • Franck Diaz-Garelli ;
    • Kristin M. Lenoir ;
    • Brian Wells

    Catching Hidden Acute Events in Structured Diabetes Diagnosis Descriptions


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    Informatics Patient Safety Boot Camp for Health Professional Career Development

    • Aaron S. Dietz ;
    • Stephen Kulju ;
    • Sonya Gonzalez ;
    • Tandi Bagian ;
    • Jean Scott

    Informatics Patient Safety Boot Camp for Health Professional Career Development


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    Understanding eConsult Triage Behavior with Natural Language Processing

    • Xiyu Ding ;
    • Michael Barnett ;
    • Ateev Mehrotra ;
    • Timothy A. Miller

    Understanding eConsult Triage Behavior with Natural Language Processing


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    Angelfish: Building a Structurally Diverse Clinical Document Corpus

    • Guy Divita ;
    • Bart Desmet ;
    • Ayah Zirikly ;
    • Luke Breitfeller ;
    • Carolyn Rosé

    Angelfish: Building a Structurally Diverse Clinical Document Corpus


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    Novel Integration of Clinical Research Data Collection with Intervention Softwares: Implementation in Two Community Resource Referral Trials

    • Kate Doyle ;
    • Kelly Boyd ;
    • Brian Furner ;
    • Seong Choi ;
    • Julissa Acevado ;
    • Stacy T. Lindau

    Novel Integration of Clinical Research Data Collection with Intervention Softwares: Implementation in Two Community Resource Referral Trials


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    Using Manual Labels to Enhance Natural Language Processing-Based Topic Discovery and Classification of Patient Concerns

    • Adam G. D'Souza ;
    • Zilong Zhang ;
    • Paul Fairie ;
    • Tara Walsh ;
    • Hude Quan ;
    • Quan Long ;
    • Maria Santana

    Using Manual Labels to Enhance Natural Language Processing-Based Topic Discovery and Classification of Patient Concerns


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    Implementation of the HL7 FHIR Questionnaire Resource for REDCap

    • Stephany Duda ;
    • Mark McEver ;
    • Douglas Conway ;
    • Teresa Zayas-Cabán ;
    • Paul Harris

    Implementation of the HL7 FHIR Questionnaire Resource for REDCap


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    Social Virtual Reality (VR) Spaces for Interactive Use in Pediatric Hospital Patient Wards

    • Julia C. Dunbar ;
    • Calvin Apodaca ;
    • Katherine Cross ;
    • Jason Yip ;
    • Ari H. Pollack ;
    • Wanda Pratt

    Social Virtual Reality (VR) Spaces for Interactive Use in Pediatric Hospital Patient Wards


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    Exploring the Role of Virtual Presence in Patient’s Engagement with mHealth

    • Polina Durneva ;
    • Cynthia LeRouge

    Exploring the Role of Virtual Presence in Patient’s Engagement with mHealth


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    Atlanta HIV Disease Registry: The Intersection of Private and Public Healthcare for Translational Science

    • Johnathan A. Edwards ;
    • Andrew Post ;
    • Jeselyn Rhodes ;
    • Minh Ly T. Nguyen ;
    • Julia W. Gallini ;
    • Vincent C. Marconi

    Atlanta HIV Disease Registry: The Intersection of Private and Public Healthcare for Translational Science


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    Creating a Standardized Approach for Extracting Race and Ethnicity from a Regional Health Information Exchange

    • Sarah El-Azab ;
    • Luke Golichowski ;
    • Heidi Hosler ;
    • Siu Hui ;
    • Katie Allen

    Creating a Standardized Approach for Extracting Race and Ethnicity from a Regional Health Information Exchange


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    A Perturbation Approach to Assessing BERT Robustness for Different Linguistic Aspects in Medical Question-Answering

    • Mohamed Y. Elwazir ;
    • Andrew Wen ;
    • Sungrim Moon ;
    • Jungwei Fan

    A Perturbation Approach to Assessing BERT Robustness for Different Linguistic Aspects in Medical Question-Answering


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    Veteran Use of Monitoring Devices to Collect and Share Health Information

    • Bella Etingen ;
    • Bridget Smith ;
    • Nicholas McMahon ;
    • Rebecca Kartje ;
    • Lincoln Clarke ;
    • Dawn Irvin ;
    • Felicia R. Bixler ;
    • Geneva Wilson ;
    • Stephanie L. Shimada ;
    • Kathleen L. Frisbee ;
    • Timothy P. Hogan

    Veteran Use of Monitoring Devices to Collect and Share Health Information


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    Removing barriers to clinical text processing with MedSpaCy

    • Hannah Eyre ;
    • Olga V. Patterson ;
    • Jianlin Shi ;
    • Kelly S. Peterson ;
    • Alec B. Chapman ;
    • Patrick R. Alba ;
    • Scott L. DuVall

    Removing barriers to clinical text processing with MedSpaCy


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    Visual Analytics Dashboard Promises to Improve Hypertension Guideline Implementation

    • Raef Ali Fadel ;
    • Jacob Ross ;
    • Timothy Asmar ;
    • Zachary Demertzis ;
    • Karthik Sridasyam ;
    • Guneet Ahluwalia ;
    • Tamara Roumayah ;
    • Megan Scott ;
    • Hanan Ibrahim ;
    • Rawan Hammoudeh ;
    • Nitesh Gandhi ;
    • Alexis Haftka-George ;
    • Danielle Heidemann ;
    • Sarah Sims ;
    • Philip Levy ;
    • Joseph Miller

    Visual Analytics Dashboard Promises to Improve Hypertension Guideline Implementation


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    More than Meets the EHR: Uncovering Breast Cancer Diagnoses from Records of Medications and Surgical Procedures

    • Bryan R. Farrow ;
    • Julia ORourke

    More than Meets the EHR: Uncovering Breast Cancer Diagnoses from Records of Medications and Surgical Procedures


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    Use of the Open ROBOKOP Knowledge Graph–Based Application to Provide Mechanistic Explanations for Observed Associations between Environmental Exposures and Immune-Mediated Diseases

    • Karamarie Fecho ;
    • Chris Bizon ;
    • Frederick W. Miller ;
    • Shepherd Schurman ;
    • Charles Schmitt ;
    • William Xue ;
    • Patrick Wang ;
    • Kenneth D. Morton ;
    • Steven Cox ;
    • Alexander Tropsha

    Use of the Open ROBOKOP Knowledge Graph–Based Application to Provide Mechanistic Explanations for Observed Associations between Environmental Exposures and Immune-Mediated Diseases


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    Automatic Aggregator of Academic Activity in a Clinical Department

    • Vitali Fedosov ;
    • David Martin ;
    • Brian W. Pickering ;
    • Vitaly Herasevich

    Automatic Aggregator of Academic Activity in a Clinical Department


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    Veterans Health Administration (VHA) and National Cancer Institute (NCI) Interagency Preliminary Computable Phenotypes for the VA-NCI Interagency Clinical Trial Optimizer for Recruitment and Enrollment (VICTOR-E)

    • Theodore Feldman ;
    • Nathanael Fillmore ;
    • Sandy Chon ;
    • Shahin Assefnia ;
    • David Loose ;
    • Gisele Sarosy ;
    • Jennifer La ;
    • David Cheng ;
    • Frank Meng ;
    • Danielle Valley ;
    • Robert Hall ;
    • Paul Corcoran ;
    • Robert Zwolinski ;
    • Danne Elbers ;
    • Mary T. Brophy ;
    • Nhan Do

    Veterans Health Administration (VHA) and National Cancer Institute (NCI) Interagency Preliminary Computable Phenotypes for the VA-NCI Interagency Clinical Trial Optimizer for Recruitment and Enrollment (VICTOR-E)


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    Proposing a Machine Learning Framework for Classification of Patient Cohorts Using Genomics Data

    • Mauricio H. Ferrato ;
    • Erin L. Crowgey ;
    • Sunita Chandrasekaran

    Proposing a Machine Learning Framework for Classification of Patient Cohorts Using Genomics Data


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    Severity of Diabetic Retinopathy in the IRIS Registry

    • Helene B. Fevrier

    Severity of Diabetic Retinopathy in the IRIS Registry


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    Challenges and opportunities of using reinforcement learning to optimize behavioral health interventions delivered via smartphones

    • Caroline A. Figueroa ;
    • Adrian Aguilera ;
    • Bibhas Chakraborty ;
    • Arghavan Modiri ;
    • Jai Aggarwal ;
    • Nina Deliu ;
    • Urmimala Sarkar ;
    • Joseph Jay Williams ;
    • Courtney Lyles

    Challenges and opportunities of using reinforcement learning to optimize behavioral health interventions delivered via smartphones


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    Disparities in Clinical Informatics Specialization Among Surgical Disciplines

    • Jason C. Fisher ;
    • Jonathan Austrian ;
    • Jordan Swartz ;
    • Richard McGowan

    Disparities in Clinical Informatics Specialization Among Surgical Disciplines


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    Integrating Social Media data with Electronic Health Records to better Understand Opioid Use Disorder

    • Samah J. Fodeh ;
    • Huan Li ;
    • Khaled Jarad ;
    • Mengran Zhang ;
    • Stephen Holt

    Integrating Social Media data with Electronic Health Records to better Understand Opioid Use Disorder


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    Adaptive Recruitment: Incorporating Patient Reported Outcomes for Clinical Trial Recruitment

    • Dinah Foer ;
    • Savanna Plombon ;
    • Stuart Lipsitz ;
    • David W. Bates ;
    • Anuj K. Dalal ;
    • Robert S. Rudin

    Adaptive Recruitment: Incorporating Patient Reported Outcomes for Clinical Trial Recruitment


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    Characterizing Secure Messages for Workload Analysis

    • B. Isaac Francisco ;
    • Min Kim ;
    • Patricia E. Alafaireet ;
    • Anne Fitzsimmons ;
    • Christine Heath ;
    • Jeanette Linebaugh ;
    • Ceresa Ward ;
    • Michael Anderson ;
    • Dustin Viet ;
    • Victor Arnold ;
    • Eduardo Simoes

    Characterizing Secure Messages for Workload Analysis


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    Usability Evaluation Via Content Analysis of First-Time Patient Use of Top-Rated Commercial Diabetes Apps in a Crossover Randomized Trial

    • Helen N. Fu ;
    • Diana Jin ;
    • Terrence J. Adam

    Usability Evaluation Via Content Analysis of First-Time Patient Use of Top-Rated Commercial Diabetes Apps in a Crossover Randomized Trial


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    Utilizing Timestamps of Longitudinal Data from Electronic Health Record to Predict Clinical Deterioration Events.

    • Li-heng Fu ;
    • Christopher Knaplund ;
    • Kenrick Cato ;
    • David Albers ;
    • Sarah Collins Rossetti

    Utilizing Timestamps of Longitudinal Data from Electronic Health Record to Predict Clinical Deterioration Events.


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    Evaluation of Medication Alert Desensitization During Residency Training at Two Different Integrated Healthcare Systems

    • Kinjal Gadhiya ;
    • David Friedlander ;
    • Edgar Zamora ;
    • Kelechi Emmanuel ;
    • Isha Shrimanker ;
    • Salim Saiyed ;
    • Vinod Nookala ;
    • David Kaelber

    Evaluation of Medication Alert Desensitization During Residency Training at Two Different Integrated Healthcare Systems


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    Systematic Review of Consumer Health Informatics Efforts to Influence Childhood Vaccine Uptake

    • Malaika Gallimore ;
    • Blaine Reeder

    Systematic Review of Consumer Health Informatics Efforts to Influence Childhood Vaccine Uptake


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    A Bilingual Patient Portal: Who are the Spanish-speaking Portal Users?

    • Chenxi Gao ;
    • Jorge A. Rodriguez ;
    • Lipika Samal

    A Bilingual Patient Portal: Who are the Spanish-speaking Portal Users?


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    Evaluation of Physician Satisfaction with an Electronic Health Record

    • Pamela M. Garabedian ;
    • Angela Rui ;
    • Lynn A. Volk ;
    • David W. Bates

    Evaluation of Physician Satisfaction with an Electronic Health Record


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    Influence of New to Practice Nurses EBP Beliefs and Implementation on Job Satisfaction, Group Cohesion, and Intent to Stay.

    • Kyungsook Gartrell ;
    • Joan Warren ;
    • Fang Liu ;
    • Paul Fontelo

    Influence of New to Practice Nurses EBP Beliefs and Implementation on Job Satisfaction, Group Cohesion, and Intent to Stay.


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    Leveraging Longitudinal Autoantibody for Phenotyping of Progression Rates to Type 1 Diabetes

    • Mohamed Ghalwash ;
    • Vibha Anand ;
    • Kenney Ng ;
    • Jessica L. Dunne ;
    • Markus Lundgren ;
    • Marian Rewers ;
    • Riitta Veijola

    Leveraging Longitudinal Autoantibody for Phenotyping of Progression Rates to Type 1 Diabetes


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    Inclusive and Insightful Data Visualization: Evaluating Menstrual Tracking Apps

    • Michelle Gomez ;
    • Liliana Cortes ;
    • Amanda Mover ;
    • Oghenerukevwe Sam-Ogaga ;
    • Kim M. Unertl

    Inclusive and Insightful Data Visualization: Evaluating Menstrual Tracking Apps


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    Uses of Synthetic Data in Healthcare

    • Aldren Gonzales ;
    • Guruprabha Guruswamy ;
    • Scott R. Smith

    Uses of Synthetic Data in Healthcare


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    Why is Chaplain Documentation not being used Across the Care Continuum?

    • Hope G. Gray ;
    • Wayne H. Liang ;
    • Sue Feldman

    Why is Chaplain Documentation not being used Across the Care Continuum?


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    Information Needs and Perceptions Towards Using Chatbots for Hypertension Medication Self-Management: A Qualitative Study

    • Ashley C. Griffin ;
    • Zhaopeng Xing ;
    • Sean P. Mikles ;
    • Stacy Bailey ;
    • Saif Khairat ;
    • Yue Wang ;
    • Jaime Arguello ;
    • Arlene E. Chung

    Information Needs and Perceptions Towards Using Chatbots for Hypertension Medication Self-Management: A Qualitative Study


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    Effect of Abbreviation and Acronym Expansion on Patients' Comprehension of their Health Records: A Randomized Trial

    • Lisa Grossman Liu ;
    • Meghan Reading Turchioe ;
    • Annie C. Myers ;
    • David Vawdrey ;
    • Ruth Masterson Creber

    Effect of Abbreviation and Acronym Expansion on Patients' Comprehension of their Health Records: A Randomized Trial


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    An e-health based clinical decision support system to predict mortality risk of COVID-19 patients

    • Yin Guan ;
    • Mengchun Gong ;
    • Ying Zhang ;
    • Wenzhao Shi ;
    • Li Liu ;
    • Hong Zhu

    An e-health based clinical decision support system to predict mortality risk of COVID-19 patients


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    A Corpus Analysis of Social Isolation from Clinical Notes of Patients with Cancer

    • Jia-Wen Guo ;
    • Christina L. Radloff ;
    • Katherine A. Sward ;
    • Susan L. Beck ;
    • Wendy Chapman ;
    • Gary W. Donaldson ;
    • Lewis J. Frey

    A Corpus Analysis of Social Isolation from Clinical Notes of Patients with Cancer


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    Software Development, Gamification and Usability: Improving the User Experience on an Educational Gaming App

    • Alfredo L. Guzman ;
    • Bunyamin Ozaydin ;
    • James Willig

    Software Development, Gamification and Usability: Improving the User Experience on an Educational Gaming App


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    Development and Training of an Artificial Intelligence (AI)-Based Clinical Trial Matching Tool for Oncology

    • Tufia C. Haddad ;
    • Konstantinos Levantakos ;
    • Brett R. South ;
    • Dilhan Weeraratne ;
    • S. John Weroha ;
    • Andrea E. Hendrickson ;
    • Amit Mahipal ;
    • Parminder Singh ;
    • Megan Sands-Lincoln ;
    • Nawshin Kutub ;
    • Melissa Rammage ;
    • Eric Will ;
    • Jane Helgeson ;
    • Jane L. Snowdon ;
    • Gretchen P. Jackson

    Development and Training of an Artificial Intelligence (AI)-Based Clinical Trial Matching Tool for Oncology


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    A Review of Telehealth for Identification and Treatment of Rare Diseases

    • Saira N. Haque

    A Review of Telehealth for Identification and Treatment of Rare Diseases


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    Identifying Rare Disease Studies by Natural Language Processing

    • Huan He ;
    • Feichen Shen ;
    • Michael Lin ;
    • Hongfang Liu

    Identifying Rare Disease Studies by Natural Language Processing


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    Treatment Decision-making: Tailoring Pharmacogenomic Recommendations to the Patient Context

    • Bret S.E. Heale ;
    • Tyler Haberle ;
    • Christopher Fillmore ;
    • KC Fisher ;
    • Pallavi RanadeKharkar

    Treatment Decision-making: Tailoring Pharmacogenomic Recommendations to the Patient Context


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    A Meta-Analysis of Medical Concept Normalization Using Hierarchical Ontological Relations and Semantic Types

    • Paul M. Heider ;
    • Youngjun Kim ;
    • Stephane Meystre

    A Meta-Analysis of Medical Concept Normalization Using Hierarchical Ontological Relations and Semantic Types


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    Preliminary Evaluation of Phenotypic Features from Inpatient Clinical Interactions

    • Stephen Heisig

    Preliminary Evaluation of Phenotypic Features from Inpatient Clinical Interactions


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    Mitigating Data Migration Risk and Promoting Patient Safety Utilizing Standardized Terminologies at the Department of Veteran Affairs

    • Catherine Hoang ;
    • Holly Miller ;
    • Pamela J. Noble ;
    • Herman A. Garrett ;
    • James Patterson ;
    • Rhea Sward ;
    • Anna Burchfield ;
    • Fola Parrish

    Mitigating Data Migration Risk and Promoting Patient Safety Utilizing Standardized Terminologies at the Department of Veteran Affairs


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    Acceptance of Clinical Quality Information Systems by Physical Therapy Managers: a Survey Analysis to Improve System Utilization

    • Christopher J. Hoekstra ;
    • Nathan Deickmann ;
    • Joan S. Ash ;
    • Niki Steckler ;
    • Paul Gorman

    Acceptance of Clinical Quality Information Systems by Physical Therapy Managers: a Survey Analysis to Improve System Utilization


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    Adoption and Use of Health-Related Mobile Apps Among US Military Veterans

    • Timothy P. Hogan ;
    • Bella Etingen ;
    • Stephanie L. Shimada ;
    • Nicholas McMahon ;
    • Lincoln Clarke ;
    • Derek Bolivar ;
    • Felicia R. Bixler ;
    • Rachel Wacks ;
    • Linda Am ;
    • Kathleen L. Frisbee ;
    • Bridget Smith

    Adoption and Use of Health-Related Mobile Apps Among US Military Veterans


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    Creating a Myxoma Virus Knowledgebase Annotated with BioBERT, a Pre-trained Biomedical Language Processing Model for Biomedical Text-mining, to Characterize Genomic Variation of Virus Strains

    • Yu-Chih Hsiao ;
    • Pieter Derdeyn ;
    • Chris Yoo

    Creating a Myxoma Virus Knowledgebase Annotated with BioBERT, a Pre-trained Biomedical Language Processing Model for Biomedical Text-mining, to Characterize Genomic Variation of Virus Strains


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    The All of Us Research Program Researcher Workbench Phenotype Library: Five Disease Implementations

    • Izabelle P. Humes ;
    • Roxana Loperena-Cortes ;
    • Melissa Basford ;
    • Kelsey Mayo ;
    • Joseph DiPaolo ;
    • David J. Schlueter ;
    • Jun Qian ;
    • Wei-Qi Wei ;
    • Robert J. Carroll ;
    • David Glazer ;
    • Paul Harris ;
    • Anthony Philippakis ;
    • Dan Roden ;
    • Andrea Ramirez

    The All of Us Research Program Researcher Workbench Phenotype Library: Five Disease Implementations


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    Data Quality Assessment of Laboratory Data

    • Vojtech Huser ;
    • Clair Blacketer ;
    • Karthik Natarajan ;
    • Robert T. Miller ;
    • Andrew Williams ;
    • Selva Muthu Kumaran Sathappan ;
    • Jose D. Posada ;
    • Nigam Shah

    Data Quality Assessment of Laboratory Data


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    What is a provider? Need for a new healthcare professionals taxonomy

    • Nassim Idouraine ;
    • Julia Ivanova ;
    • Tianyu Tang ;
    • Hiral C. Soni ;
    • Anita C. Murcko ;
    • Adela Grando

    What is a provider? Need for a new healthcare professionals taxonomy


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    Improving Social Determinants of Health Screening Implementation Through Collaboration: Leveraging a Clinical-Academic Partnership

    • Bradley E. Iott ;
    • Jessica Pater ;
    • Shauna Wagner ;
    • Tammy Toscos ;
    • Tiffany Veinot

    Improving Social Determinants of Health Screening Implementation Through Collaboration: Leveraging a Clinical-Academic Partnership


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    Investigating Parental Utilization of Confidential Adolescent Patient Portals using NLP

    • Wui Ip ;
    • Keith Morse ;
    • James J. Xie ;
    • Austin Powell ;
    • Natalie Pageler

    Investigating Parental Utilization of Confidential Adolescent Patient Portals using NLP


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    The Impact of Model and Tokenization Method Selection on a Deep Learning Classifier on Medical Text

    • Juan D. Irizarry-Cole ;
    • Stephen B. Johnson ;
    • Zane Dennis

    The Impact of Model and Tokenization Method Selection on a Deep Learning Classifier on Medical Text


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    Prevalence and Survival of Lip, Oral Cavity and Pharyngeal Cancer

    • Yaswitha Jampani ;
    • Abu S. Mosa

    Prevalence and Survival of Lip, Oral Cavity and Pharyngeal Cancer


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    Evaluation of the Observational Medical Outcomes Partnership Common Data Model as a Query Data Model for the Arden Syntax

    • Robert A. Jenders

    Evaluation of the Observational Medical Outcomes Partnership Common Data Model as a Query Data Model for the Arden Syntax


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    Implementation and Use of an Emergency Department Surge Management System: A Work System Approach

    • Jennifer Jewer ;
    • Christopher Patey ;
    • Paul Norman

    Implementation and Use of an Emergency Department Surge Management System: A Work System Approach


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    Curating Annotated Corpora for Functioning Information

    • Rafael Jiménez Silva ;
    • Chunxiao Zhou ;
    • Bart Desmet ;
    • Ayah Zirikly ;
    • Alex Marr ;
    • Maryanne Sacco ;
    • Pei-Shu Ho ;
    • Jonathan Camacho Maldonado ;
    • Julia Porcino ;
    • Guy Divita ;
    • Elizabeth Rasch

    Curating Annotated Corpora for Functioning Information


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    ACESO (After Cancer Education and Support Operations): A pilot study evaluating the feasibility of an online cancer survivorship care plan

    • Akshat Kapoor ;
    • Priya Nambisan

    ACESO (After Cancer Education and Support Operations): A pilot study evaluating the feasibility of an online cancer survivorship care plan


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    Social Media, LGBT, and Health: LGB vs Transgender Individuals

    • Amir Karami ;
    • Frank Webb

    Social Media, LGBT, and Health: LGB vs Transgender Individuals


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    How Do Veterans Access Their Online Patient Portal?

    • Rebecca Kartje ;
    • Bella Etingen ;
    • Bridget Smith ;
    • Lincoln Clarke ;
    • Dawn Irwin ;
    • Felicia R. Bixler ;
    • Stephanie L. Shimada ;
    • Kathy Frisbee ;
    • Timothy P. Hogan

    How Do Veterans Access Their Online Patient Portal?


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    The Potential in Computerized Process for Dysphagia Rehabilitation after Cerebrovascular Diseases

    • Shogo Kato ;
    • Satoko Tsuru ;
    • Makoto Ide ;
    • Akira Shindo ;
    • Naohisa Yahagi ;
    • Shu Yamada

    The Potential in Computerized Process for Dysphagia Rehabilitation after Cerebrovascular Diseases


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    Clinical Terminology Mapping Experiences in Migrating Clinical Data between Electronic Health Record Systems

    • Sarita Keni ;
    • John Kilbourne

    Clinical Terminology Mapping Experiences in Migrating Clinical Data between Electronic Health Record Systems


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    Sustained Clinician Engagement with mobile ECDS (mECDS) Tools Disseminated Through a National QI Collaborative

    • Ellen K. Kerns ;
    • Sarah Fouquet ;
    • Russell McCulloh

    Sustained Clinician Engagement with mobile ECDS (mECDS) Tools Disseminated Through a National QI Collaborative


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    Impact of comprehensive, language-concordant discharge instructions on rates of patient questions about discharge medications or instructions

    • Elaine C. Khoong ;
    • Sachin Shah ;
    • Michelle Mourad ;
    • Raman Khanna

    Impact of comprehensive, language-concordant discharge instructions on rates of patient questions about discharge medications or instructions


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    Identifying Sample Size Characteristics in Randomized Controlled Trial Publications

    • Halil Kilicoglu ;
    • Linh K. Hoang ;
    • Sahil Wadhwa

    Identifying Sample Size Characteristics in Randomized Controlled Trial Publications


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    Usage Pattern Changes of a Mobile Personal Health Records Functions During 9 years According to Version Upgrades

    • Do-Hoon Kim ;
    • Yura Lee ;
    • Ji Seon Oh ;
    • Dongwoo Seo ;
    • Kye Hwa Lee ;
    • Young-Hak Kim ;
    • Woo Sung Kim ;
    • Jae-Ho Lee

    Usage Pattern Changes of a Mobile Personal Health Records Functions During 9 years According to Version Upgrades


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    Longitudinal Cohort Data Transformation Based on a Common Data Model and Metadata Standards: Examples from the Strong Heart Study

    • Jihoon Kim ;
    • Paulina Paul ;
    • Pravina Kota ;
    • Yu R. Park ;
    • Julie A. Stoner ;
    • Wenyu Wang ;
    • Ying Zhang ;
    • Elisa Lee ;
    • Lucila Ohno-Machado

    Longitudinal Cohort Data Transformation Based on a Common Data Model and Metadata Standards: Examples from the Strong Heart Study


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    A Comparison of DSME/S Documentation in Clinic Notes between Primary Care and Diabetes Care Specialist

    • Min Soon Kim ;
    • Uzma Z. Khan ;
    • Suzanne A. Boren ;
    • Qing Ye ;
    • Eduardo Simoes

    A Comparison of DSME/S Documentation in Clinic Notes between Primary Care and Diabetes Care Specialist


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    Improving De-identification of Clinical Text with Contextualized Embeddings

    • Youngjun Kim ;
    • Stephane Meystre

    Improving De-identification of Clinical Text with Contextualized Embeddings


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    Using Social Media as a Clinical Decision Support Tool During the Uncertainty of Covid-19

    • Lindsey A. Knake ;
    • Tiffany Borbon ;
    • Sneha Iyer ;
    • Andrew Park ;
    • David Janssen ;
    • Jessica McIntyre ;
    • Kathleen Schroeder

    Using Social Media as a Clinical Decision Support Tool During the Uncertainty of Covid-19


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    The Personalization of Evidence: Using Intelligent Datasets to Inform the Process

    • Taneya Y. Koonce ;
    • Dario Giuse ;
    • Mallory N. Blasingame ;
    • Jing Su ;
    • Annette M. Williams ;
    • Patricia L. Biggerstaff ;
    • Travis J. Osterman ;
    • Nunzia B. Giuse

    The Personalization of Evidence: Using Intelligent Datasets to Inform the Process


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    Data Standards for Semantic Interoperability to Support Pediatric Rehabilitation Learning Health Systems

    • Nikolas J. Koscielniak ;
    • Carole A. Tucker

    Data Standards for Semantic Interoperability to Support Pediatric Rehabilitation Learning Health Systems


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    Mapping Guideline Recommendations to Electronic Health Records: A First Step in Developing Clinical Decision Support about ICU Patient Mobility

    • Anna Krupp ;
    • Joseph Greiner ;
    • Karen Dunn Lopez

    Mapping Guideline Recommendations to Electronic Health Records: A First Step in Developing Clinical Decision Support about ICU Patient Mobility


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    Real Time Monitoring of Suicide Prevention Care Pathways

    • David LaBorde ;
    • Himanshu Singh

    Real Time Monitoring of Suicide Prevention Care Pathways


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    Estimating the Prevalence of Autoimmune Diseases

    • Joshua M. Landman ;
    • Randi E. Foraker

    Estimating the Prevalence of Autoimmune Diseases


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    Heterogeneity among Low-Income Clients with Nutrition Problems Receiving Public Health Nurse Home Visiting Services: An Intervention Effectiveness Latent Class Analysis Study of Omaha System Data

    • Jiwoo Lee ;
    • Robin Austin ;
    • Michelle A. Mathiason ;
    • Karen A. Monsen

    Heterogeneity among Low-Income Clients with Nutrition Problems Receiving Public Health Nurse Home Visiting Services: An Intervention Effectiveness Latent Class Analysis Study of Omaha System Data


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    De-identification of Medical Data for Secondary Use: A Survey of Awareness Targeting Clinical Researchers

    • Yura Lee ;
    • Jeong Hyun Han ;
    • Ji Young Kim ;
    • Do-Hoon Kim

    De-identification of Medical Data for Secondary Use: A Survey of Awareness Targeting Clinical Researchers


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    Health Informatics Challenges for the Management of COVID-19

    • Jie Li ;
    • Mengchun Gong ;
    • Wenzhao Shi ;
    • Li Liu ;
    • Hong Zhu

    Health Informatics Challenges for the Management of COVID-19


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    ICU Data Visualization Research in the Literature and Future Needs

    • Xiaoxia Li ;
    • Abu S. Mosa

    ICU Data Visualization Research in the Literature and Future Needs


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    Identifying and predicting risk factors of potential problem opioid use in chronic noncancer pain patients using electronic health records

    • Yifan Li ;
    • Changye Li ;
    • Gavin Bart ;
    • Rui Zhang

    Identifying and predicting risk factors of potential problem opioid use in chronic noncancer pain patients using electronic health records


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    Poster: An Unexpected Pathway for Fentanyl Orders

    • David M. Liebovitz ;
    • William Moore ;
    • Kelsey Waier ;
    • Seth Hartman

    Poster: An Unexpected Pathway for Fentanyl Orders


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    Data Quality Framework for Assessing Data from Electronic Health Record-Enabled Registries

    • Amanda L. Lien ;
    • Rishabh Jain ;
    • Claire Margolis ;
    • Sam Haaf ;
    • Alex Koshta ;
    • Solmaz Bagherpour ;
    • Srikanth Kaja ;
    • David Budd ;
    • Andrew LaPrise ;
    • Kevin Wood ;
    • Theodore Leng ;
    • Matthew Roe ;
    • Chhaya Shadra

    Data Quality Framework for Assessing Data from Electronic Health Record-Enabled Registries


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    Differentiating Genetic Risk Factors Between Triple Negative and Luminal Breast Cancer Subtypes Using Long Contrast Patterns Mining

    • Danlu Liu ;
    • Zainab Al-Taie ;
    • Yuanyuan Shen ;
    • Christos Papageorgiou ;
    • Chi-Ren Shyu

    Differentiating Genetic Risk Factors Between Triple Negative and Luminal Breast Cancer Subtypes Using Long Contrast Patterns Mining


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    Predicting Section Location of Clinical Sentences using BERT Encoder – A Pilot Study

    • Sijia Liu ;
    • Sunyang Fu ;
    • Sungrim Moon ;
    • Andrew Wen ;
    • Hongfang Liu

    Predicting Section Location of Clinical Sentences using BERT Encoder – A Pilot Study


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    Mapping Dental Diagnostic Concepts to SNOMED CT: A Pilot Study

    • Yingci Liu ;
    • Smitha Edakalavan ;
    • Richard D. Boyce

    Mapping Dental Diagnostic Concepts to SNOMED CT: A Pilot Study


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    Does APOE4 Effect Cognitive Ability of Individuals with Alzheimer’s Disease?

    • Carmelo LoMonaco ;
    • Mohammad Faysel

    Does APOE4 Effect Cognitive Ability of Individuals with Alzheimer’s Disease?


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    Developing and Evaluating Pain Pictograms to Facilitate Patient-Provider Communication in Primary Care Settings

    • Maichou Lor ;
    • Mai Joua Yang ;
    • Adriana Arcia

    Developing and Evaluating Pain Pictograms to Facilitate Patient-Provider Communication in Primary Care Settings


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    The Columbia HL7 FHIR Lab: An Approach to Advancing Competencies and Collaborations to Enhance Interoperability

    • Virginia Lorenzi ;
    • Suzanne Bakken

    The Columbia HL7 FHIR Lab: An Approach to Advancing Competencies and Collaborations to Enhance Interoperability


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    Enhanced Features in the SPECIALIST Lexicon - Antonyms

    • Chris J. Lu ;
    • Amanda Payne ;
    • James G. Mork

    Enhanced Features in the SPECIALIST Lexicon - Antonyms


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    Demystify challenges in adopting healthcare analytics solutions

    • Fang Lu ;
    • Italo Buleje ;
    • Piyush Madan ;
    • Shilpa Mahatma

    Demystify challenges in adopting healthcare analytics solutions


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    A Novel Corpus With Detailed Annotations of Social Determinants of Health

    • Kevin Lybarger ;
    • Elizabeth Chang ;
    • Kylie Kerker ;
    • Jolie Shen ;
    • Erica Qiao ;
    • Ozlem Uzuner ;
    • Mari Ostendorf ;
    • Meliha Yetisgen

    A Novel Corpus With Detailed Annotations of Social Determinants of Health


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    National Informatics Infrastructure Responding to the COVID-19 Pandemic

    • Douglas MacFadden ;
    • Shawn N. Murphy ;
    • Griffin M. Weber ;
    • Anupama Maram

    National Informatics Infrastructure Responding to the COVID-19 Pandemic


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    Characterizing Fall-Related Nursing Care Using Standardized Electronic Nursing Data

    • Olatunde O. Madandola ;
    • Yingwei Yao ;
    • Hwayoung Cho ;
    • Karen Dunn Lopez ;
    • Fabiana C. Dos Santos ;
    • Tamara Goncalves Rezende Macieira ;
    • Diana J. Wilkie ;
    • Gail Keenan ;
    • Ragnhildur I. Bjarnadottir

    Characterizing Fall-Related Nursing Care Using Standardized Electronic Nursing Data


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    Digital Management of Perinatal Anxiety – Literature Review and Environment Scan

    • Katye Magee ;
    • Cynthia LeRouge ;
    • Nadia Ramey ;
    • Thomas C. Newlin

    Digital Management of Perinatal Anxiety – Literature Review and Environment Scan


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    Using E-triggers to Create a Surveillance System for Diagnostic Errors in Acute Care

    • Maria Malik ;
    • Nicholas Piniella ;
    • Kevin Carr ;
    • Alison Garber ;
    • Kumiko O. Schnock ;
    • David W. Bates ;
    • Jeffrey L. Schnipper ;
    • Anuj K. Dalal

    Using E-triggers to Create a Surveillance System for Diagnostic Errors in Acute Care


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    The Mizzou Way of Research Data Broker Operations and Governance

    • Vasanthi Mandhadi ;
    • Abu S. Mosa

    The Mizzou Way of Research Data Broker Operations and Governance


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    Development and Implementation of a Patient-Facing, FHIR-based Clinical Decision Support Tool to Support Shared Decision Making for Chronic Pain

    • Laura H. Marcial ;
    • Joshua E. Richardson ;
    • Stephanie Rizk ;
    • Stephen Brown ;
    • Jessica DeFrank ;
    • Danny van Leeuwen ;
    • Asli Weitkamp ;
    • CHENG-KAI KAO ;
    • Barry H. Blumenfeld

    Development and Implementation of a Patient-Facing, FHIR-based Clinical Decision Support Tool to Support Shared Decision Making for Chronic Pain


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    A Platform for Regulatory-Grade Evidence Generation from Routine Electronic Health Record Data Capture

    • Claire A. Margolis ;
    • Chhaya Shadra ;
    • Alex Koshta ;
    • Cuau Leyva ;
    • Neha Seth ;
    • Solmaz Bagherpour ;
    • Rakesh Puthalath ;
    • Helene Fevrier ;
    • Amanda Lien ;
    • Rishabh Jain ;
    • Hariesh Rajasekar ;
    • Theodore Leng ;
    • Matthew Roe

    A Platform for Regulatory-Grade Evidence Generation from Routine Electronic Health Record Data Capture


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    Identifying Actionable Aspects of Frailty in the Text of Encounter Notes

    • Jacob A. Martin ;
    • Andrew Crane-Droesch ;
    • Folasade C. Lapite ;
    • Joseph C. Puhl ;
    • Jasmine A. Silvestri ;
    • Bruce P. Kinosian ;
    • Blanca E. Himes ;
    • Rebecca A. Hubbard ;
    • Vivek N. Ahya ;
    • Michael W. Sims ;
    • Joshua M. Diamond ;
    • Joseph Adler ;
    • Elizabeth Steele ;
    • Emily Ott ;
    • Lyle H. Ungar ;
    • Scott D. Halpern ;
    • Gary E. Weissman

    Identifying Actionable Aspects of Frailty in the Text of Encounter Notes


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    Breaking Up is Hard to Do; Divorcing Pagers from the Clinical Ecosystem

    • Bryan C. McConomy ;
    • Eric Puster ;
    • Justin Morea

    Breaking Up is Hard to Do; Divorcing Pagers from the Clinical Ecosystem


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    Adoption and Impact of a Personalized and Data-Driven Health Benefits Decision-Support Tool

    • Mollie M. McKillop ;
    • Anita M. Preininger ;
    • Tyler Steben ;
    • Karlis Draulis ;
    • Nawshin Kutub ;
    • Gretchen P. Jackson

    Adoption and Impact of a Personalized and Data-Driven Health Benefits Decision-Support Tool


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    Technology Adoption and Coping with Pain: Descriptive Factors of Pain and Technology Use among Veterans

    • Nicholas McMahon ;
    • Derek Bolivar ;
    • Bella Etingen ;
    • Bridget Smith ;
    • Jamie Patrianakos ;
    • Lishan Cao ;
    • Kathleen L. Frisbee ;
    • Timothy P. Hogan

    Technology Adoption and Coping with Pain: Descriptive Factors of Pain and Technology Use among Veterans


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    A Structured Review of Commercially Available Cardiac Rehabilitation mHealth Applications Using the Mobile Application Rating Scale

    • John M. Meddar ;
    • Aditya Ponnapalli ;
    • Rimsha Azhar ;
    • Meghan Reading Turchioe ;
    • Ruth Masterson Creber

    A Structured Review of Commercially Available Cardiac Rehabilitation mHealth Applications Using the Mobile Application Rating Scale


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    Supporting Patient-Centered Care in Oncology: Mapping for a Data View of Preferences and Values

    • Chelsea L. Michael ;
    • Anjali V. Desai ;
    • Gilad Kuperman

    Supporting Patient-Centered Care in Oncology: Mapping for a Data View of Preferences and Values


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    Revising Shareable CDS to Encourage Dissemination and Incorporate New Guideline Recommendations

    • Jeremy J. Michel ;
    • Pegah Maleki ;
    • Janine Young ;
    • Katherine Yun

    Revising Shareable CDS to Encourage Dissemination and Incorporate New Guideline Recommendations


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    Beyond Paper: A Systematic Review of Health Information Technology to Support Cancer Survivorship Care Planning

    • Sean P. Mikles ;
    • Ashley C. Griffin ;
    • Arlene E. Chung

    Beyond Paper: A Systematic Review of Health Information Technology to Support Cancer Survivorship Care Planning


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    Using Landmark Information to Enhance Location Prediction for Missing People with Alzheimer’s Disease

    • Reyhaneh Mogharab Nia ;
    • Janusz Wojtusiak

    Using Landmark Information to Enhance Location Prediction for Missing People with Alzheimer’s Disease


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    Deriving a De-Identified Dataset from EPIC-Derived Data for Use in Clinical Research: Pearls and Pitfalls in Database Creation and Analysis

    • Rohith Mohan ;
    • Phillip Ho ;
    • Lila Dalton ;
    • Francis Chan ;
    • H. Bryant Nguyen

    Deriving a De-Identified Dataset from EPIC-Derived Data for Use in Clinical Research: Pearls and Pitfalls in Database Creation and Analysis


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    Prediction of Chronic Wound Care Decisions Using Machine Learning

    • Haadi Mombini ;
    • Emmanuel Agu ;
    • Diane Strong ;
    • Holly Nguyen ;
    • Clifford Lindsay ;
    • Lorraine Loretz ;
    • Peder Pedersen ;
    • Raymond Dunn ;
    • Bengisu Tulu

    Prediction of Chronic Wound Care Decisions Using Machine Learning


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    Evaluation of Patient Privacy During COVID-19 Outbreaks: Case Study

    • Jiankang Mu ;
    • Mengchun Gong ;
    • Zhengpeng Lu ;
    • Wenzhao Shi ;
    • Li Liu ;
    • Hong Zhu

    Evaluation of Patient Privacy During COVID-19 Outbreaks: Case Study


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    Validation of an EHR Phenotype for Sexual History Documentation among Hospitalized Adolescents

    • Gargi Mukherjee ;
    • Caryn Robertson ;
    • Holly Gooding ;
    • Swaminathan Kandaswamy ;
    • Evan W. Orenstein

    Validation of an EHR Phenotype for Sexual History Documentation among Hospitalized Adolescents


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    Designing Android, iOS Apps for Mobile-Enhanced Prevention Support (MEPS) for Men who have Sex with Men (MSM) and Transgender Women (TW) Leaving Jail in South Los Angeles

    • Sukrit Mukherjee ;
    • Gabriel Edwards

    Designing Android, iOS Apps for Mobile-Enhanced Prevention Support (MEPS) for Men who have Sex with Men (MSM) and Transgender Women (TW) Leaving Jail in South Los Angeles


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    Provider perspectives on the clinical utility of using a risk prediction tool for postpartum depression

    • Annie C. Myers ;
    • Fariha Ahsan ;
    • Rochelle Joly ;
    • Alison Hermann ;
    • Yiye Zhang ;
    • Michael Laskoff ;
    • Jyotishman Pathak ;
    • Meghan Reading Turchioe

    Provider perspectives on the clinical utility of using a risk prediction tool for postpartum depression


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    Prospective Randomized Trial of Telemedicine-based Collaborative Care Using A Prefectural Medical Information Network System

    • Masaharu Nakayama ;
    • Ryusuke Inoue ;
    • Hiroaki Shimizu

    Prospective Randomized Trial of Telemedicine-based Collaborative Care Using A Prefectural Medical Information Network System


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    Applying phenotypes to operationalize high-yield clinical features derived from a heuristic artificial intelligence model for a rare disease in the EHR

    • Kim Nolen ;
    • Marianna Bruno ;
    • Joshua Mitchell ;
    • Thomas Kannampallil ;
    • Casey Reed ;
    • Mohammad Ateya ;
    • Sherry Lassa-Claxton ;
    • Michelle Holtman ;
    • Ahsan Huda

    Applying phenotypes to operationalize high-yield clinical features derived from a heuristic artificial intelligence model for a rare disease in the EHR


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    Search for preventive drugs for doxorubicin-induced cardiomyopathy using medical big data

    • Yuuki Nounin ;
    • Yoshito Zamami ;
    • Takahiro Niimura ;
    • Mitsuhiro Goda ;
    • Masayuki Chuma ;
    • Yuki Izawa-Ishizawa ;
    • Keisuke Ishizawa

    Search for preventive drugs for doxorubicin-induced cardiomyopathy using medical big data


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    Using participatory design research to inform clinical decision-making

    • Bruna Oewel ;
    • Kelly Murdoch-Kitt ;
    • Michael P. Dorsch

    Using participatory design research to inform clinical decision-making


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    Feature Importance Determination of a Diabetes Risk Classification Model

    • Adetomiwa O. Oguntuga ;
    • Jordan Overcash ;
    • Gaurika Tyagi ;
    • Nam Nguyen

    Feature Importance Determination of a Diabetes Risk Classification Model


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    Automated Diagnosis Coding from Clinical Notes Using Attention-Augmented Recurrent Convolutional Neural Networks

    • Edidiong Okon ;
    • Lingyun Shi ;
    • Rich Tsui

    Automated Diagnosis Coding from Clinical Notes Using Attention-Augmented Recurrent Convolutional Neural Networks


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    Topic Modeling in Opioid Dependence Treatment Reviews

    • Seyedeh Samaneh Omranian ;
    • Susan McRoy

    Topic Modeling in Opioid Dependence Treatment Reviews


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    Normalized EHR-Use Metrics Across a Large Healthcare System: Feasibility and Preliminary Results

    • Shawn Y. Ong ;
    • Vimig Socrates ;
    • Bidisha Nath ;
    • Christine Sinsky ;
    • Edward Melnick

    Normalized EHR-Use Metrics Across a Large Healthcare System: Feasibility and Preliminary Results


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    Defining a Cohort of Patients with Multifocal Breast Cancer in Medical Records

    • Julia A. O'Rourke ;
    • John E. Doole ;
    • Cindy Liu ;
    • Matvey Palchuk

    Defining a Cohort of Patients with Multifocal Breast Cancer in Medical Records


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    Identifying Health Disparities in Physical Therapy Services, Leveraging Health Informatics and Geographical Information System

    • Sang S. Pak ;
    • Victor Cheuy

    Identifying Health Disparities in Physical Therapy Services, Leveraging Health Informatics and Geographical Information System


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    Granular HIE Data Provenance – Who did what to this patient?

    • Eric C. Pan ;
    • marie swall ;
    • Nathan Botts ;
    • Nelson Hsing ;
    • Omar Bouhaddou ;
    • Jeffery E. Anderson

    Granular HIE Data Provenance – Who did what to this patient?


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    Development & Validation of Radiology Common Data Model (R-CDM): a standardization of metadata in medical images

    • Chul Hyoung Park

    Development & Validation of Radiology Common Data Model (R-CDM): a standardization of metadata in medical images


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    Estimating Time Demand for Physicians in a Direct Primary Care Setting

    • Yoonyoung Park ;
    • Issa Sylla ;
    • Sasha Ballen ;
    • Amar K. Das

    Estimating Time Demand for Physicians in a Direct Primary Care Setting


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    Which US Military Veterans Use Text Messaging to Receive Health-Related Information?

    • Jamie Patrianakos ;
    • Bella Etingen ;
    • Bridget Smith ;
    • Stephanie L. Shimada ;
    • Rachel E. Wacks ;
    • Daniel J. Amante ;
    • Kathy Frisbee ;
    • Timothy P. Hogan

    Which US Military Veterans Use Text Messaging to Receive Health-Related Information?


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    Linking Polyps to Jars: information loss across colonoscopy and pathology reports

    • Olga V. Patterson ;
    • Samir Gupta ;
    • Andrew Gawron ;
    • Tonya Kaltenbach ;
    • Ranier Bustamante ;
    • Lin Liu ;
    • Daniel W. Denhalter ;
    • Ashley Earles ;
    • Scott L. DuVall

    Linking Polyps to Jars: information loss across colonoscopy and pathology reports


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    Validation of Axial Spondyloarthritis Identifying methods in US Veterans

    • Shaobo Pei ;
    • Gopi Penmetsa ;
    • Brian Sauer ;
    • Jessica Walsh

    Validation of Axial Spondyloarthritis Identifying methods in US Veterans


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    Developing an ePRO Asthma App for Spanish-speaking Latino Patients

    • Sofia Perez ;
    • Anuj K. Dalal ;
    • Jorge A. Rodriguez ;
    • Robert S. Rudin

    Developing an ePRO Asthma App for Spanish-speaking Latino Patients


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    Implementing Predictive Modeling to Increase Advance Care Planning Completion in Outpatient IM Resident Clinics

    • Stephen A. Petty ;
    • Richa Bundy ;
    • Adam Moses ;
    • Chrissy Floyd Morris ;
    • Carl Grey ;
    • Ajay Dharod

    Implementing Predictive Modeling to Increase Advance Care Planning Completion in Outpatient IM Resident Clinics


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    Intraoperative Anesthesia Transitions of Care and Adverse Events: A Systematic Review and Meta-Analysis

    • Ethan Pfeifer ;
    • Najjuwah Walden ;
    • Joanna Abraham ;
    • Thomas Kannampallil

    Intraoperative Anesthesia Transitions of Care and Adverse Events: A Systematic Review and Meta-Analysis


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    Sensitivity Analysis of Input Variables of Shock Detection Model

    • Yuliya Pinevich ;
    • Adam Amos-Binks ;
    • Christie S. Burris ;
    • Gregory Rule ;
    • Brian W. Pickering ;
    • Christopher Nemeth ;
    • Vitaly Herasevich

    Sensitivity Analysis of Input Variables of Shock Detection Model


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    Exploiting existing resources to create silver test sets for NLP evaluation

    • Joseph Polifroni ;
    • Dmitriy Boyuk ;
    • Brian York

    Exploiting existing resources to create silver test sets for NLP evaluation


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    Bots and other bad actors: Fraudulent responses following social media research recruitment

    • Rachel Pozzar ;
    • Marilyn Hammer ;
    • Meghan Underhill-Blazey ;
    • Alexi Wright ;
    • James Tulsky ;
    • Fangxin Hong ;
    • Donna L. Berry

    Bots and other bad actors: Fraudulent responses following social media research recruitment


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    A FHIR Based System for Implantable Bi-Directional Computer Interfaces: The Case Of Adaptive Deep Brain Stimulation.

    • Roberto Prandin ;
    • Pierluigi D'Antrassi ;
    • Marco Prenassi ;
    • Mattia Arlotti ;
    • Sara R. Marceglia

    A FHIR Based System for Implantable Bi-Directional Computer Interfaces: The Case Of Adaptive Deep Brain Stimulation.


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    Supporting self-management of food and related expenses

    • Apoorv Prasad ;
    • Susan McRoy

    Supporting self-management of food and related expenses


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    An Operational Performance-Improvement Tool to Enable Value-based Healthcare

    • Anita M. Preininger ;
    • Bedda L. Rosario ;
    • Nawshin Kutub ;
    • Karlis Draulis ;
    • Stacey Duke ;
    • Wesley Rikkers ;
    • Gretchen P. Jackson

    An Operational Performance-Improvement Tool to Enable Value-based Healthcare


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    Visualizing Cancer Status and Treatment Outcomes with PRISSMM

    • Zach Rachlin ;
    • Deborah Schrag ;
    • Eva Lepisto ;
    • John Philip

    Visualizing Cancer Status and Treatment Outcomes with PRISSMM


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    Nurses’ Stress Level Associated with Multitasking Activity: Analysis of Hands-On Tasks and Communications from a Time and Motion Study

    • Mikie D. Rachman ;
    • Cheng-You Tsai ;
    • Lopetegui Marcelo ;
    • Marilyn Schallom ;
    • Po-Yin Yen

    Nurses’ Stress Level Associated with Multitasking Activity: Analysis of Hands-On Tasks and Communications from a Time and Motion Study


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    Development and Evaluation of the Data Quality Toolkit: Toward Collaborative Improvement of Data Quality in Healthcare Organizations

    • Abir Rahman ;
    • Forhan B. Emdad ;
    • Gunes Koru

    Development and Evaluation of the Data Quality Toolkit: Toward Collaborative Improvement of Data Quality in Healthcare Organizations


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    Designing an Interface for a Hospital Geographic Information System

    • Protiva Rahman ;
    • Elisabeth Root ;
    • Susan Moffatt-Bruce ;
    • Courtney L. Hebert

    Designing an Interface for a Hospital Geographic Information System


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    Adaptive Flowchart Driven Smartphone Application for Predicting Patients at Risk of Chemotherapy Induced Nausea and Vomiting

    • Md Kamruz Zaman Rana ;
    • Abu S. Mosa ;
    • A Mosharraf Hossain ;
    • Illhoi Yoo

    Adaptive Flowchart Driven Smartphone Application for Predicting Patients at Risk of Chemotherapy Induced Nausea and Vomiting


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    Rapid Deployment of Hospital Information System Integrated Novel COVID-19 Test Result Monitoring and Surveillance Solution in 40 U.S. Hospitals

    • Diane M. Ratner ;
    • Matthew S. Zuzik ;
    • Himanshu Singh ;
    • Alyssa Stanley ;
    • Kelly A. Kavooras ;
    • David LaBorde

    Rapid Deployment of Hospital Information System Integrated Novel COVID-19 Test Result Monitoring and Surveillance Solution in 40 U.S. Hospitals


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    Sustaining engagement with patient-reported outcomes (PRO) monitoring among older adults

    • Meghan Reading Turchioe ;
    • Lisa Grossman Liu ;
    • Annie C. Myers ;
    • Ruth Masterson Creber

    Sustaining engagement with patient-reported outcomes (PRO) monitoring among older adults


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    Turning Data into Information: Evaluation of SOLOR

    • Melissa P. Resnick ;
    • Steven H. Brown ;
    • Keith E. Campbell ;
    • Diane Montella ;
    • Frank LeHouillier ;
    • Peter L. Elkin

    Turning Data into Information: Evaluation of SOLOR


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    A Living Network Meta-Analysis of First Line Treatment of Metastatic Kidney Cancer

    • Irbaz Bin Riaz ;
    • Huan He ;
    • Yiqing Zhao ;
    • Rabbia Siddiqi ;
    • Vitaly Herasevich ;
    • Per Olav Vandvik ;
    • Victor Montori ;
    • Allan Bryce ;
    • Mohammad H. Murad ;
    • Hongfang Liu

    A Living Network Meta-Analysis of First Line Treatment of Metastatic Kidney Cancer


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    Barriers to Use of Clinical Decision Support for Evaluation of Pulmonary Embolism: Results of a Qualitative Study

    • Safiya Richardson ;
    • Katherine L. Dauber-Decker ;
    • Thomas McGinn ;
    • Douglas P. Barnaby ;
    • Adithya Cattamanchi ;
    • Joseph Carrubba ;
    • Renee Pekmezaris

    Barriers to Use of Clinical Decision Support for Evaluation of Pulmonary Embolism: Results of a Qualitative Study


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    Improving HIV Patients’ Appointment Adherence Using a Predictive Model

    • Candis A. Riggs ;
    • Navneet Baidwan ;
    • James Wiliq ;
    • Bunyamin Ozaydin

    Improving HIV Patients’ Appointment Adherence Using a Predictive Model


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    Towards Measuring Real-World vs. Theoretical Impact: Implementing an Enhanced Method for Evaluating Health Information Exchange (HIE)

    • Rebecca L. Rivera ;
    • Heidi Hosler ;
    • Saurabh Rahurkar ;
    • Rich Holden ;
    • Joshua R. Vest ;
    • Jeong Hoon Jang ;
    • Jason Schaffer ;
    • Julia Adler-Milstein ;
    • Titus K. Schleyer

    Towards Measuring Real-World vs. Theoretical Impact: Implementing an Enhanced Method for Evaluating Health Information Exchange (HIE)


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    Moving from Reactive to Proactive in an Accountable Care Organization: Leveraging Patient Reported Outcomes to Prevent Asthma Hospitalizations

    Moving from Reactive to Proactive in an Accountable Care Organization: Leveraging Patient Reported Outcomes to Prevent Asthma Hospitalizations


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    Methods to Improve Prediction for Transfusion at Delivery

    • Laritza M. Rodriguez ;
    • Homa Ahmadzia $lastName

    Methods to Improve Prediction for Transfusion at Delivery


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    Design and Implementation of a Social Determinants Framework for Linkage to the Electronic Health Record (EHR)

    • Ursula A. Rogers ;
    • Shelley Rusincovitch $lastName ;
    • Lawrence Greenblatt $lastName

    Design and Implementation of a Social Determinants Framework for Linkage to the Electronic Health Record (EHR)


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    Visualization Of Patient Medications’ Trajectory In Depression Management

    • Deevakar Rogith ;
    • Jair C. Soares ;
    • M Sriram Iyengar

    Visualization Of Patient Medications’ Trajectory In Depression Management


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    Measuring Effectiveness of Bulk Orders & Messages in a Population Health Program

    • Jessica M. Ruff ;
    • Peter J. Greco ;
    • David Kaelber

    Measuring Effectiveness of Bulk Orders & Messages in a Population Health Program


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    Usability Testing of Seegnal Drug-related Problems Alerting System

    • Angela Rui ;
    • Pamela M. Garabedian ;
    • Lynn A. Volk ;
    • Diane L. Seger ;
    • Sonam N. Shah ;
    • David W. Bates

    Usability Testing of Seegnal Drug-related Problems Alerting System


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    Assessing Clinician’s Adherence to Asthma Guidelines for Asthma Control Status using Natural Language Processing in a Primary Care Setting

    • Elham Sagheb $lastName ;
    • Jungwon Yoon $lastName ;
    • Chung-Il Wi $lastName ;
    • Pragya Shrestha $lastName ;
    • Euijung Ryu $lastName ;
    • Miguel Park $lastName ;
    • Barbara P. Yawn ;
    • Hongfang Liu ;
    • Young J. Juhn ;
    • Sunghwan Sohn $lastName

    Assessing Clinician’s Adherence to Asthma Guidelines for Asthma Control Status using Natural Language Processing in a Primary Care Setting


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    Routing to Care: Identifying the Relationship between Discrete Reasons for Visits and Patient-Selected Appointment Types

    • Emma Sahn $lastName ;
    • Bobby Caplin $lastName ;
    • David Zoltok $lastName ;
    • Alex Lockwood $lastName ;
    • Preethi Raju $lastName ;
    • Dyami Chiasson $lastName ;
    • Vijan Joshi $lastName ;
    • John Schrom $lastName

    Routing to Care: Identifying the Relationship between Discrete Reasons for Visits and Patient-Selected Appointment Types


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    A Spatial Exploration Relating Healthcare Coverage and Medical Crowdfunding in the United States

    • Sameh N. Saleh ;
    • Richard J. Medford

    A Spatial Exploration Relating Healthcare Coverage and Medical Crowdfunding in the United States


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    Clinical Decision Support for Hypertension Management in Primary Care Patients with Chronic Kidney Disease

    • Lipika Samal ;
    • Edward Wu $lastName ;
    • Skye Aaron $lastName ;
    • Pamela M. Garabedian ;
    • Allison B. McCoy ;
    • Gearoid M. McMahon ;
    • Patricia C. Dykes ;
    • Stuart Lipsitz ;
    • David W. Bates ;
    • Adam Wright

    Clinical Decision Support for Hypertension Management in Primary Care Patients with Chronic Kidney Disease


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    Using Social Science Methods to Conduct a Horizon Scan to Identify Gaps and Opportunities for Future Development in Patient-Centered Clinical Decision Support

    • Shana Sandberg $lastName ;
    • Prashila Dullabh ;
    • Lauren Hovey ;
    • Krysta Heaney-Huls ;
    • Nithya Rajendran $lastName ;
    • Nora Marino $lastName ;
    • Shafa Al-Showk $lastName ;
    • Edwin Lomotan $lastName ;
    • Dean F. Sittig

    Using Social Science Methods to Conduct a Horizon Scan to Identify Gaps and Opportunities for Future Development in Patient-Centered Clinical Decision Support


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    Cloud-Native Language-Based Analysis for Neurodegenerative Assessment

    • Sundar Saranathan $lastName ;
    • Piyush Madan ;
    • Carla Agurto ;
    • Elif Eyigoz $lastName ;
    • Lauren Mitchell $lastName ;
    • Shilpa Mahatma ;
    • Guillermo Cecchi

    Cloud-Native Language-Based Analysis for Neurodegenerative Assessment


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    Interdisciplinary Collaboration to Create Data -Discovery Informatic Tools for Researchers in Precision Public Health

    • Nancy Schaefer $lastName ;
    • Sarah L. Meyer

    Interdisciplinary Collaboration to Create Data -Discovery Informatic Tools for Researchers in Precision Public Health


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    A Modular Editorial Content Curation Framework for Pharmacological and Patient Knowledge Management

    • Elisabeth L. Scheufele ;
    • Jason Hatanaka $lastName ;
    • Mya Baca $lastName ;
    • Stacy Laclaire $lastName ;
    • Jeff Heiland $lastName ;
    • Nawshin Kutub ;
    • Brett R. South ;
    • Gretchen P. Jackson

    A Modular Editorial Content Curation Framework for Pharmacological and Patient Knowledge Management


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    On the Representation of Groups of Patients in LA

    • Daniel R. Schlegel ;
    • Kate Gordon $lastName

    On the Representation of Groups of Patients in LA


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    Predicting Discrete Reason for Visit using Personalized PageRank

    • John Schrom $lastName ;
    • Emma Sahn $lastName ;
    • Bobby Caplin $lastName ;
    • Vijan Joshi $lastName

    Predicting Discrete Reason for Visit using Personalized PageRank


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    Clinician Involvement in Research on Machine-Learning-Based Clinical Decision Support for the Hospital Setting: A Scoping Review

    • Jessica M. Schwartz ;
    • Sarah Collins Rossetti ;
    • Kenrick Cato

    Clinician Involvement in Research on Machine-Learning-Based Clinical Decision Support for the Hospital Setting: A Scoping Review


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    When Rules Translate into Tools: An Activity Theory Perspective on Some Unintended Consequences of Health Information Technology

    • Aviv Shachak $lastName ;
    • Francine Buchanan $lastName

    When Rules Translate into Tools: An Activity Theory Perspective on Some Unintended Consequences of Health Information Technology


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    Machine Learning to Identify Peripherally Inserted Central Catheter (PICC) Tip Position from Radiology Reports

    • Manan Shah $lastName ;
    • Derek Shu $lastName ;
    • Surya Prasath $lastName ;
    • Yizhao Ni $lastName ;
    • Andrew Schapiro $lastName ;
    • Kevin R. Dufendach

    Machine Learning to Identify Peripherally Inserted Central Catheter (PICC) Tip Position from Radiology Reports


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    Numerical Formats to Optimize Comprehension of Medication Instructions: A Systematic Review and Presentation of a Novel Conceptual Model

    • Marianne Sharko ;
    • Mohit Manoj Sharma ;
    • Lisa Grossman Liu ;
    • Natalie C. Benda ;
    • Melissa Chan $lastName ;
    • Eric Wilsterman $lastName ;
    • Jessica S. Ancker

    Numerical Formats to Optimize Comprehension of Medication Instructions: A Systematic Review and Presentation of a Novel Conceptual Model


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    Foundations for Meaningful Consent in Canada’s Digital Health Ecosystem

    • Nelson Shen $lastName ;
    • Mikayla Munnery $lastName ;
    • Sarah Wickham $lastName ;
    • Gillian Strudwick $lastName ;
    • Abigail Carter-Langford $lastName

    Foundations for Meaningful Consent in Canada’s Digital Health Ecosystem


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    Using novel exploratory subgroup mining to determine complication patterns of post colectomy based on hospital characteristics.

    • Yuanyuan Shen ;
    • Danlu Liu ;
    • Chi-Ren Shyu ;
    • Jonathan Mitchem

    Using novel exploratory subgroup mining to determine complication patterns of post colectomy based on hospital characteristics.


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    The impact of emotions and values on medication errors: Analysis using a text mining approach

    • Akiko Shibuya $lastName ;
    • Jimpei Misawa $lastName ;
    • Rie Ichikawa $lastName ;
    • Yukihiro Maeda $lastName ;
    • Izumi Ikeda $lastName ;
    • Teruyoshi Hishiki $lastName ;
    • Yoshiaki Kondo $lastName

    The impact of emotions and values on medication errors: Analysis using a text mining approach


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    Application of image-translation for improving the performance of a deep learning model in external validation in the field of digital pathology

    • Seo Jeong Shin ;
    • Seng Chan You ;
    • Ho Kyun Jeon ;
    • Ji Won Jung ;
    • Rae Woong Park ;
    • Jin Roh $lastName

    Application of image-translation for improving the performance of a deep learning model in external validation in the field of digital pathology


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    Telemedicine’s Impacts on Rural Population – A Patient Travel Time Study

    • Rebecca Shyu $lastName ;
    • Timothy L. Haithcoat ;
    • Mirna Becevic $lastName

    Telemedicine’s Impacts on Rural Population – A Patient Travel Time Study


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    Coordination and Interoperability of Dengue Health Information Systems that collect patient data in Perú during the 2017 epidemic

    • Javier Silva Valencia

    Coordination and Interoperability of Dengue Health Information Systems that collect patient data in Perú during the 2017 epidemic


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    Towards a Consumer Centered Foster Care Information Exchange

    • Akanksha Singh $lastName ;
    • Amanda Stafford McRell ;
    • Benjamin Schooley $lastName ;
    • Kristen Seay $lastName ;
    • Neset Hikmet $lastName

    Towards a Consumer Centered Foster Care Information Exchange


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    Mining Insights from User-Generated Content on Thrive with Me, an mHealth Platform for Men Living with HIV: Demonstration of a Novel Machine Learning–Aided Thematic Analysis

    • Simone J. Skeen ;
    • Scott Jones $lastName ;
    • Carolyn Cruse $lastName ;
    • AvaGrace Palazzolo $lastName ;
    • Keith J. Horvath

    Mining Insights from User-Generated Content on Thrive with Me, an mHealth Platform for Men Living with HIV: Demonstration of a Novel Machine Learning–Aided Thematic Analysis


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    Web-Based Patient Portal Use and Medication Overlap from VA and Private-Sector Pharmacies among Older Veterans

    • Bridget M. Smith ;
    • Kim M. Nazi ;
    • Timothy P. Hogan ;
    • Bonnie Wakefield $lastName ;
    • Rachael N. Martinez ;
    • Bella Etingen ;
    • Stephanie L. Shimada ;
    • Katie Suda $lastName ;
    • Kevin T. Stroupe

    Web-Based Patient Portal Use and Medication Overlap from VA and Private-Sector Pharmacies among Older Veterans


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    Informing colorectal cancer screening in northern Canada using participatory simulation modeling

    • Heather Smith $lastName ;
    • Jean Yong $lastName ;
    • Kami Kandola $lastName ;
    • Robin Boushey $lastName ;
    • Craig Kuziemsky

    Informing colorectal cancer screening in northern Canada using participatory simulation modeling


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    Double Dice Roll Outperforms a Built-In Model for Predicting Remaining Length of Stay: Lessons Learned from a Prospective Evaluation

    • Hossein Soleimani $lastName ;
    • Sara G. Murray

    Double Dice Roll Outperforms a Built-In Model for Predicting Remaining Length of Stay: Lessons Learned from a Prospective Evaluation


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    Leveraging Single-cell Data through Graph-based Artificial Intelligence

    • Qianqian Song $lastName ;
    • Umit Topaloglu ;
    • Jing Su ;
    • Wei Zhang $lastName

    Leveraging Single-cell Data through Graph-based Artificial Intelligence


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    Predictive Modeling in Symbolic Vital Signs for Clinical Critical Events in the Neonatal Intensive Care Unit

    • WonGeun Song $lastName ;
    • Hyunyoung Baek $lastName ;
    • Changwon Choi $lastName ;
    • Younghwa Jung $lastName ;
    • Sooyoung Yoo $lastName

    Predictive Modeling in Symbolic Vital Signs for Clinical Critical Events in the Neonatal Intensive Care Unit


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    Discovering Factors Associated with Suspected Infections

    • Xing Song ;
    • Mei Liu ;
    • Lemuel R. Waitman ;
    • Sanjay Parashar $lastName ;
    • Steven Q. Simpson

    Discovering Factors Associated with Suspected Infections


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    Investigating How Knowledge Sharing Supports Collective Sensemaking through the Lens of an Online Community of Department of Veterans Affairs Data Users

    • Maria L. Souden ;
    • Jenifer Stelmack $lastName

    Investigating How Knowledge Sharing Supports Collective Sensemaking through the Lens of an Online Community of Department of Veterans Affairs Data Users


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    Hungry for Resolution: Investigating the Presence of Social Determinants of Health (SDoH) in Standard Terminologies

    • Amanda Steffon ;
    • Pamela Banning ;
    • Precious Faith H. Porter

    Hungry for Resolution: Investigating the Presence of Social Determinants of Health (SDoH) in Standard Terminologies


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    UX of Cardiovascular Risk Education Tool for Electronic Patient Portal

    • Lucy C. Stein ;
    • Laura C. Schubel ;
    • Saba Owens $lastName ;
    • Ronald E. Romero Barrientos ;
    • Kristen E. Miller

    UX of Cardiovascular Risk Education Tool for Electronic Patient Portal


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    Patient and Provider Perspectives on Using Information Visualizations to Enhance HIV-Related Communication During Clinic Visits

    • Samantha Stonbraker $lastName ;
    • Gabriella Flynn $lastName ;
    • Mina Halpern $lastName ;
    • Maureen George $lastName

    Patient and Provider Perspectives on Using Information Visualizations to Enhance HIV-Related Communication During Clinic Visits


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    A Systems Engineering Approach to an Artificial Intelligence Reality within healthcare: From Hype to Value

    • Olga Strachna $lastName ;
    • ONUR ASAN $lastName

    A Systems Engineering Approach to an Artificial Intelligence Reality within healthcare: From Hype to Value


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    Single Cell RNA Sequencing Reveals Pan-Brain Metastasis Immune Landscape

    • Jing Su ;
    • Qianqian Song $lastName ;
    • Stacey O’Neill $lastName ;
    • Jimmy Ruiz $lastName ;
    • Michael Chan $lastName ;
    • Michael Soike $lastName

    Single Cell RNA Sequencing Reveals Pan-Brain Metastasis Immune Landscape


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    Learning Hierarchical Transformer-based Representations of Clinical Notes

    • Xin Su $lastName ;
    • Timothy A. Miller ;
    • Majid Afshar $lastName ;
    • Dmitriy Dligach

    Learning Hierarchical Transformer-based Representations of Clinical Notes


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    Concordance with Oncology Clinical Decision Support and Clinical Outcomes in Breast and Colorectal Cancer Patients

    • Suthida Suwanvecho $lastName ;
    • Harit Suwanrusme $lastName ;
    • Tanawat Jirakulaporn $lastName ;
    • Palita Lungchukiet $lastName ;
    • Nimit Taechakraichana $lastName ;
    • Nittaya Thanakarn $lastName ;
    • Wimolrat Decha $lastName ;
    • Wisanu Boonpakdee $lastName ;
    • Pattanawadee Wongrattananon $lastName ;
    • Anita M. Preininger ;
    • Suwei Wang $lastName ;
    • Metasebya Solomon ;
    • Rezzan Hekmat $lastName ;
    • Jaime Esquivel $lastName ;
    • Irene Dankwa-Mullan ;
    • Vimla L. Patel ;
    • Edward H. Shortliffe ;
    • Yull E. Arriaga ;
    • Gretchen P. Jackson ;
    • Narongsak Kiatikajornthada $lastName

    Concordance with Oncology Clinical Decision Support and Clinical Outcomes in Breast and Colorectal Cancer Patients


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    A Visual Analytics Tool for Understanding Provider Networks

    • Issa Sylla ;
    • Yoonyoung Park ;
    • Sasha Ballen ;
    • Amar K. Das

    A Visual Analytics Tool for Understanding Provider Networks


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    SWAT Team: Addressing EHR burnout through a customized education lens

    • Tania Tajirian $lastName ;
    • Khaled Almilaji $lastName ;
    • Lydia Sequeira $lastName ;
    • Gillian Strudwick $lastName ;
    • Damian Jankowicz $lastName

    SWAT Team: Addressing EHR burnout through a customized education lens


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    A Deep Exploratory Mining Approach for Discovering Associations between Family History of Type 1 Diabetes and Autoimmune and Related Conditions

    • Erin M. Tallon ;
    • Mark Clements $lastName ;
    • Danlu Liu ;
    • Katrina Boles $lastName ;
    • Chi-Ren Shyu

    A Deep Exploratory Mining Approach for Discovering Associations between Family History of Type 1 Diabetes and Autoimmune and Related Conditions


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    Urologist Attitudes towards Risk Prediction Tools, Electronic Health Records, and Surgical Clinical Decision Support

    • Hung-Jui Tan $lastName ;
    • Allison Deal $lastName ;
    • Antonia Bennett $lastName ;
    • Susan Blalock $lastName ;
    • Arlene E. Chung ;
    • David Gotz ;
    • Matthew E. Nielsen, ;
    • Dan Reuland $lastName ;
    • Alex Sox-Harris $lastName ;
    • Ethan M. Basch

    Urologist Attitudes towards Risk Prediction Tools, Electronic Health Records, and Surgical Clinical Decision Support


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    Health Care Professional Perspectives of Patient-Controlled Granular Information Sharing

    • Tianyu Tang ;
    • Nassim Idouraine ;
    • Julia Ivanova ;
    • Hiral C. Soni ;
    • Anita Murcko $lastName ;
    • Adela Grando ;
    • Darwyn Chern $lastName ;
    • Christy Dye $lastName ;
    • Mary Jo Whitfield

    Health Care Professional Perspectives of Patient-Controlled Granular Information Sharing


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    Older Adults Can Successfully Monitor Symptoms Using an Inclusively Designed Mobile Application

    • Brittany N. Taylor ;
    • Meghan Reading Turchioe ;
    • Lisa Grossman Liu ;
    • Ruth Masterson Creber

    Older Adults Can Successfully Monitor Symptoms Using an Inclusively Designed Mobile Application


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    Housing Stability Phenotype Extracted from Clinical Text Notes and Diagnosis Codes

    • Andrew K. Teng ;
    • Adam Wilcox $lastName

    Housing Stability Phenotype Extracted from Clinical Text Notes and Diagnosis Codes


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    Automated categorization of online health documents using Domain Specificity

    • Khushboo M. Thaker ;
    • Young Ji Lee ;
    • Peter L. Brusilovsky ;
    • Daqing He $lastName

    Automated categorization of online health documents using Domain Specificity


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    Natural Language Processing (NLP) using Convolutional Neural Networks (NN) to Classify Patient Care Events

    • Kyle J. Thompson ;
    • Michael Johnson $lastName ;
    • Danelle Higgins $lastName ;
    • Poonam Sharma $lastName ;
    • Brittany Anderson-Montoya $lastName

    Natural Language Processing (NLP) using Convolutional Neural Networks (NN) to Classify Patient Care Events


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    The Road to Easy and Accurate Data Collection for an International Surgical Outcomes Registry

    • Nicholas Timkovich $lastName ;
    • Bunyamin Ozaydin

    The Road to Easy and Accurate Data Collection for an International Surgical Outcomes Registry


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    The relationship between task-technology fit and nurses’ performance in the EHR

    • Dante A. Tolentino ;
    • Kathleen Insel $lastName ;
    • Sheila M. Gephart

    The relationship between task-technology fit and nurses’ performance in the EHR


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    Mapping a Value Set to a Standard Terminology by Leveraging Parent-Child Hierarchies to Define Attributes

    • Michael Totzke $lastName ;
    • Dean Woolstenhulme $lastName

    Mapping a Value Set to a Standard Terminology by Leveraging Parent-Child Hierarchies to Define Attributes


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    A Harmonized Framework to Evaluate Impacts of ECHO Pain and Opioid Training on Patients and Clinicians

    • Le-Thuy T. Tran ;
    • Ram Gouripeddi $lastName ;
    • Julio Facelli $lastName

    A Harmonized Framework to Evaluate Impacts of ECHO Pain and Opioid Training on Patients and Clinicians


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    Low Thiamine Warnings for Post-Bariatric Surgery Patients

    • Jacob S. Tripp ;
    • Megan Smith $lastName ;
    • Alex DeCleene $lastName ;
    • Nicholas Williams $lastName ;
    • Drayton Rodrigues $lastName ;
    • Richard Rasmussen $lastName ;
    • Tamara Moores Todd ;
    • James Hellewell

    Low Thiamine Warnings for Post-Bariatric Surgery Patients


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    Inpatient Point of Care Glucose Performance Analysis Using Paired Timestamps

    • Chao-Wei Tsai $lastName ;
    • Kayley Abell-hart $lastName ;
    • Joshua Miller $lastName ;
    • Danielle J. Kelly ;
    • Mary Saltz $lastName ;
    • Veena Lingam $lastName

    Inpatient Point of Care Glucose Performance Analysis Using Paired Timestamps


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    Implementation of an online course for training health professionals in rural areas in the use of verbal autopsy: case study in Peru

    • Javier Vargas-Herrera $lastName ;
    • Stefan Escobar ;
    • Leonardo Rojas-Mezarina ;
    • C. Mahony Reátegui Rivera ;
    • Javier Silva Valencia ;
    • Héctor Espinoza-Herrera ;
    • Miguel G. Moscoso ;
    • Max Chahuara Rojas

    Implementation of an online course for training health professionals in rural areas in the use of verbal autopsy: case study in Peru


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    Decision Making of Clinicians from Multiple Disciplines for Engaging Patients’ Informal Caregivers to Help with Heart Failure Self-care

    • Haleh Vatani $lastName

    Decision Making of Clinicians from Multiple Disciplines for Engaging Patients’ Informal Caregivers to Help with Heart Failure Self-care


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    Advancing modelling of time-to-event outcomes: moving beyond the Cox model

    • Bindu Vekaria $lastName ;
    • Glen Martin $lastName ;
    • Thomas House $lastName

    Advancing modelling of time-to-event outcomes: moving beyond the Cox model


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    Diagnosing Chemotherapy-Related Cognitive Impairment Using Digital Phenotyping

    • Marehan Waly $lastName ;
    • Teresa Helsten $lastName ;
    • Nhan Vuong $lastName ;
    • Amanda Gooding $lastName ;
    • William Frederick $lastName ;
    • Alex Leow $lastName ;
    • Jejo D. Koola

    Diagnosing Chemotherapy-Related Cognitive Impairment Using Digital Phenotyping


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    Order Set Utilization in a Multi-hospital/Multi-state Healthcare Network

    • James Wang $lastName ;
    • Cornel Antonescu $lastName

    Order Set Utilization in a Multi-hospital/Multi-state Healthcare Network


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    Investigating Clinical Documentation of Subjective Cognitive Decline in the Electronic Health Records

    • Liqin Wang ;
    • Rebecca E. Amariglio ;
    • Li Zhou

    Investigating Clinical Documentation of Subjective Cognitive Decline in the Electronic Health Records


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    Machine learning based iterative annotation system for Ovarian Cancer articles

    • Zhendong Wang $lastName ;
    • Peter L. Brusilovsky ;
    • Heidi Donovan $lastName ;
    • Vivian Hui $lastName ;
    • Mary L. Klem ;
    • Daniel Przybylak $lastName ;
    • Heidi Reis $lastName ;
    • Daqing He $lastName ;
    • Young Ji Lee

    Machine learning based iterative annotation system for Ovarian Cancer articles


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    Key Metrics of Surge Capacity Assessments for Healthcare Systems and Hospitals: A Development Framework

    • Leyla B. Warsame ;
    • Raghuveer Puttagunta $lastName

    Key Metrics of Surge Capacity Assessments for Healthcare Systems and Hospitals: A Development Framework


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    Furthering LOINC Interoperability through Mapping to Open Biomedical Ontologies

    • Stephen A. Weaver ;
    • Dannie Greenlee ;
    • Pamela Banning ;
    • Swapna Abhyankar $lastName ;
    • David Baorto $lastName

    Furthering LOINC Interoperability through Mapping to Open Biomedical Ontologies


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    Review of Existing Mobile Apps for the Support of Cystic Fibrosis Self-Management Using the Mobile Application Rating Scale

    • Stephanie E. Weiner ;
    • Reed Magleby $lastName ;
    • Mallika Viswanath $lastName ;
    • Meghan Reading Turchioe ;
    • Ruth Masterson Creber

    Review of Existing Mobile Apps for the Support of Cystic Fibrosis Self-Management Using the Mobile Application Rating Scale


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    A User-Centered Real-World Evidence Clinical Decision Support: A multidisciplinary experience use case

    • John A. Weissert ;
    • Tracy Downs $lastName ;
    • Kourosh Ravvaz $lastName

    A User-Centered Real-World Evidence Clinical Decision Support: A multidisciplinary experience use case


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    Nursing Data Representation in Health Data Interoperability

    • Luann Whittenburg ;
    • Virginia K. Saba

    Nursing Data Representation in Health Data Interoperability


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    Rule-based Data Quality Assurance of Medication History Data

    • Nick Williams ;
    • Craig S. Mayer ;
    • Vojtech Huser

    Rule-based Data Quality Assurance of Medication History Data


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    Healthcare Team Encouragement to Engage in Care Through Secure Messaging and Patterns of Secure Messaging Use in the Veteran Population

    • Geneva Wilson ;
    • Bella Etingen ;
    • Bridget Smith ;
    • Lishan Cao ;
    • Stephanie L. Shimada ;
    • Felicia R. Bixler ;
    • Dawn Irvin ;
    • Angela Patterson ;
    • Kathy Frisbee ;
    • Timothy P. Hogan

    Healthcare Team Encouragement to Engage in Care Through Secure Messaging and Patterns of Secure Messaging Use in the Veteran Population


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    Towards a Food Allergy Data Commons

    • Mark Wlodarski $lastName ;
    • Shruti Sehgal $lastName ;
    • Ruchi Gupta $lastName ;
    • Lucy Bilaver $lastName ;
    • Justin Starren $lastName ;
    • Firas H. Wehbe ;
    • Nicholas Soulakis

    Towards a Food Allergy Data Commons


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    Use of Biomedical Ontologies to Improve Adverse Event Reporting

    • Melinda Wong ;
    • Karen Bavuso ;
    • Emily Man Wai Chan ;
    • Saverio M. Maviglia ;
    • Roberto A. Rocha

    Use of Biomedical Ontologies to Improve Adverse Event Reporting


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    How diversity impacts design: developing an interactive quality of life symptom dashboard with prostate cancer survivors from underserved communities

    • Erika L. Wood ;
    • Georgina Mendoza $lastName ;
    • Kristen Williams $lastName ;
    • Regina Casanova-Perez ;
    • Sarah Friedman $lastName ;
    • Lorna Kwan $lastName ;
    • Sarah Connor $lastName ;
    • Stanley K. Frencher ;
    • Andrea Hartzler ;
    • Sheba George $lastName ;
    • John L. Gore ;
    • Mark S. Litwin

    How diversity impacts design: developing an interactive quality of life symptom dashboard with prostate cancer survivors from underserved communities


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    Patient Matching and Safety Events

    • Benjamin Woodle $lastName ;
    • Melody L. Greer

    Patient Matching and Safety Events


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    The Medication Ordering Safety System: A Pipeline to Predict Adverse Drug Events at the Time of Ordering

    • Aileen P. Wright ;
    • Dara Mize $lastName

    The Medication Ordering Safety System: A Pipeline to Predict Adverse Drug Events at the Time of Ordering


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    Development of an Application for Antibiotics Utilization Analysis

    • Cai Wu $lastName

    Development of an Application for Antibiotics Utilization Analysis


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    Understanding User Needs through Health Forum Data: A Feasibility Study in Alzheimer’s Disease

    • Danny T.Y. Wu ;
    • Hoang Vu $lastName ;
    • Shwetha Bindhu $lastName ;
    • Catherine Xu $lastName ;
    • Shuai Mu $lastName ;
    • Brett Harnett $lastName ;
    • James J. Lee

    Understanding User Needs through Health Forum Data: A Feasibility Study in Alzheimer’s Disease


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    Determining the Prevalence of Providers’ Review of Past Patients in a Pediatric Hospital Using EHR Access Log Data

    • Samuel Yang $lastName ;
    • Rajesh Ganta $lastName ;
    • Jennifer Lee $lastName ;
    • Jeffrey Hoffman

    Determining the Prevalence of Providers’ Review of Past Patients in a Pediatric Hospital Using EHR Access Log Data


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    Association of Histological Type of Lung Cancer with Smoking and Biomarkers in China: A Multi-Center Study

    • Zhixun Yang $lastName ;
    • Chao Liu $lastName ;
    • qiang guo $lastName ;
    • Mengchun Gong ;
    • Zhouguang Hui $lastName

    Association of Histological Type of Lung Cancer with Smoking and Biomarkers in China: A Multi-Center Study


    You must log in to view this content. All contents are accessible to AMIA members and meeting attendees. If you are interested in purchasing proceedings, please contact us at mail@amia.org

    The Spectrum of Practice Facilitation Activity: the Healthy Hearts in the Heartland Collaborative

    • Jiancheng Ye ;
    • Ann A. Wang ;
    • Jennifer Bannon ;
    • Abel N. Kho ;
    • Nicholas Soulakis ;
    • Theresa L. Walunas

    The Spectrum of Practice Facilitation Activity: the Healthy Hearts in the Heartland Collaborative