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    Quantitative Assessment on “Freshness” of Hyperlinked Online Resources for COVID-19

    • Meredith Abrams ;
    • Dongwen Wang ;
    • Yunro Chung ;
    • Lisa Armitige

    Quantitative Assessment on “Freshness” of Hyperlinked Online Resources for COVID-19


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    Feasibility of a Self-Administrated Digital Elder Abuse Intervention in the Primary Care Setting

    • Fuad Abujarad ;
    • Peter Ellis ;
    • Chelsea Edwards ;
    • Brent Vander Wyk ;
    • Kristen Kraemer ;
    • Richard Marottoli

    Feasibility of a Self-Administrated Digital Elder Abuse Intervention in the Primary Care Setting


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    Analyzing healthcare-seeking behavior among All of Us enrollees in the era of COVID-19

    • Nripendra D. Acharya ;
    • Harry Reyes Nieva ;
    • Karthik Natarajan

    Analyzing healthcare-seeking behavior among All of Us enrollees in the era of COVID-19


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    When BERT Fails – The Limits of EHR Classification

    • Augusto Garcia Agundez ;
    • Carsten Eickhoff

    When BERT Fails – The Limits of EHR Classification


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    Implementing a Postoperative Checklist: Quality, Safety, and Revenue

    • Chetan V. Aher ;
    • Laura Schaefer

    Implementing a Postoperative Checklist: Quality, Safety, and Revenue


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    Addressing Social Determinants of Health: What is Needed for High Quality Data?

    • Yasemin Akdas ;
    • Laurie Novak ;
    • Joyce Harris ;
    • Christopher Simpson ;
    • Ricardo Trochez ;
    • Deonni Stolldorf ;
    • Amanda Mixon ;
    • Andrew Auerbach ;
    • Edmondo Robinson ;
    • Amol Rajmane ;
    • Irene Dankwa-Mullan ;
    • Sunil Kripalani

    Addressing Social Determinants of Health: What is Needed for High Quality Data?


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    Machine Learning Application of Long-term Antidepressants Prescribing Prediction Using Electronic Health Record Data

    • Khuder Alaboud ;
    • Abu Mosa ;
    • Md Kamruz Zaman Rana ;
    • Gillian Bartlett-Esquilan

    Machine Learning Application of Long-term Antidepressants Prescribing Prediction Using Electronic Health Record Data


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    Building a Pipeline for Clinical Alerts Generated via Natural Language Processing

    • Dan Albert ;
    • Dario Giuse ;
    • Asli Ozdas Weitkamp ;
    • Adam Wright

    Building a Pipeline for Clinical Alerts Generated via Natural Language Processing


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    Improving Quality of Care in U.S. Nursing Homes: Recommendations of the National Academy of Science Engineering and Medicine

    • Gregory L. Alexander

    Improving Quality of Care in U.S. Nursing Homes: Recommendations of the National Academy of Science Engineering and Medicine


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    A National Nudge Study of Different Framed Message to Increase COVID-19 Vaccine Uptake in Saudi Arabia: A Randomized Controlled Trail

    • Mohammed Alhajji ;
    • Abdullah Alzeer ;
    • Saad Alyahya ;
    • Sara Alsuhaibani ;
    • Sarah Alkhudair ;
    • Raghad Aldhahiri ;
    • Ahmed Alhomaid ;
    • Dalal Alali ;
    • Abdulelah Alothman ;
    • Eman Alkhulaifi ;
    • Mohammed Alnashar ;
    • Abdulrahman Alalmaee ;
    • Ibrahem Aljenaidel ;
    • Reem Alshehri ;
    • Fahad Alsaawi

    A National Nudge Study of Different Framed Message to Increase COVID-19 Vaccine Uptake in Saudi Arabia: A Randomized Controlled Trail


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    A Real-time Model for Neonatal Provider Workload Measurement

    • Mhd Wael Alrifai ;
    • Mary Eva Dye ;
    • Theresa Scott ;
    • Allison McCoy ;
    • Patti Runyan ;
    • Daniel France

    A Real-time Model for Neonatal Provider Workload Measurement


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    An Open-Source Tool to Support Clinical Decision for Patient Transportation in Rural Areas: A Novel Simulation Approach

    • Abdullah H. Alzeer ;
    • Ahmed Alhomaid ;
    • Abdulaziz Aljandal ;
    • Norah Alshaikh Mubarak ;
    • Raghad Alabdullatif ;
    • Walaa Alnasser ;
    • Fahad Alsaawi

    An Open-Source Tool to Support Clinical Decision for Patient Transportation in Rural Areas: A Novel Simulation Approach


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    Reproducibility in comparative effectiveness and safety of ACE inhibitors and thiazides for modified monotherapy treatment criteria

    • Tara V. Anand ;
    • Marc Suchard ;
    • George Hripcsak

    Reproducibility in comparative effectiveness and safety of ACE inhibitors and thiazides for modified monotherapy treatment criteria


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    i-GENIS: A Proposed Framework for Developing Individualized Genetic Information Seeking Skills Interventions

    • James E. Andrews ;
    • Janelle Applequist ;
    • Heather Ward ;
    • Christina Eldredge

    i-GENIS: A Proposed Framework for Developing Individualized Genetic Information Seeking Skills Interventions


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    ALS community pressing issues: lessons from a survey

    • Aria Anvar ;
    • James Berry ;
    • Ernest Fraenkel ;
    • Indu Navar ;
    • Guillermo Cecchi ;
    • Raquel Norel

    ALS community pressing issues: lessons from a survey


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    Assessing the Use of a Clinical Decision Support Tool for Pain Care Information in Primary Care

    • Nate C. Apathy ;
    • Lindsay Sanner ;
    • Andrew Cistola ;
    • Robert Hurley ;
    • Meredith Adams ;
    • Christopher Harle ;
    • Olena Mazurenko

    Assessing the Use of a Clinical Decision Support Tool for Pain Care Information in Primary Care


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    Browser-based Infographic Tailoring Self-service Interface (BITSI)

    • Adriana Arcia ;
    • Daniel Chen ;
    • Katherine South

    Browser-based Infographic Tailoring Self-service Interface (BITSI)


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    The PheRS R package: Phenotype risk score generation and analysis tool using electronic health record data

    • Layla Aref ;
    • Lisa Bastarache ;
    • Jake Hughey

    The PheRS R package: Phenotype risk score generation and analysis tool using electronic health record data


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    Validation of a Two-year Risk Prediction Model for Undiagnosed Atrial Fibrillation Using National Electronic Health Record Data

    • Danai Aristeridou ;
    • Veena Calambur ;
    • Britney Mazzetta ;
    • Carmine Colavecchia ;
    • Saira Haque ;
    • Mohammad Ateya

    Validation of a Two-year Risk Prediction Model for Undiagnosed Atrial Fibrillation Using National Electronic Health Record Data


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    Enhancing Value Set Maintenance for Transferring Harmonized Laboratory Data from Health Care Institutions to Registries

    • Sara Armson ;
    • Laura Marcial ;
    • Jacqueline Bagwell ;
    • Daniel Vreeman

    Enhancing Value Set Maintenance for Transferring Harmonized Laboratory Data from Health Care Institutions to Registries


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    Implementing an Electronic Screening and Data Collection Framework to Tackle Social Determinants of Health across a Hospital Network

    • Ibraheim Ayub ;
    • Wesley Peng ;
    • Carol Mayer ;
    • Jennifer Nguyen ;
    • Priya Radhakrishnan

    Implementing an Electronic Screening and Data Collection Framework to Tackle Social Determinants of Health across a Hospital Network


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    An exploration of the Associations between Work Related Technology Usage Outside of Clinical Hours: A Report on Preliminary Data from a Pilot Study

    • Tamara J. Bahr ;
    • James Wright ;
    • Aviv Shachak

    An exploration of the Associations between Work Related Technology Usage Outside of Clinical Hours: A Report on Preliminary Data from a Pilot Study


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    Geospatial Factors Associated with Participant Outcomes in an mHealth Behavior Change Intervention

    • Benjamin W. Barrett ;
    • Samuel Battalio ;
    • Ivelina Arnaoudova ;
    • Bonnie Spring

    Geospatial Factors Associated with Participant Outcomes in an mHealth Behavior Change Intervention


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    Leverage EMR to Change Practice Patterns and Streamline Non-EMR Workflows - An Interfacility Transfer Process Improvement Effort with Far Reaching Implications

    • Einas M. Batarseh ;
    • Sashank Kaushik

    Leverage EMR to Change Practice Patterns and Streamline Non-EMR Workflows - An Interfacility Transfer Process Improvement Effort with Far Reaching Implications


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    Prospective Validation of a Suicide Attempt Risk Model in Transgender Patients

    • Robert A. Becker ;
    • Allison McCoy ;
    • Colin Walsh

    Prospective Validation of a Suicide Attempt Risk Model in Transgender Patients


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    Clinical Decision Support to Reduce Nephrotoxic Medication-Associated Acute Kidney Injury in Non-Critically Ill Hospitalized Children

    • Bayley Bennett ;
    • Hyunjung Shin ;
    • Swaminathan Kandaswamy ;
    • Evan Orenstein ;
    • Edwin Ray

    Clinical Decision Support to Reduce Nephrotoxic Medication-Associated Acute Kidney Injury in Non-Critically Ill Hospitalized Children


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    AutoDX: Hospitalist Pilot to Further Reduce Coding Queries

    • Sean Bernstein ;
    • Matthew Cerasale ;
    • Cheng-Kai Kao ;
    • Ben Petro

    AutoDX: Hospitalist Pilot to Further Reduce Coding Queries


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    Applying Natural Language Processing to Medical Examiner Notes

    • Shamsi Daneshvari Berry ;
    • Heather Edgar ;
    • Theresa McGoff

    Applying Natural Language Processing to Medical Examiner Notes


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    Literature Knowledge Graphs for Risk Modeling: a use case on Diabetes

    • Joao H. Bettencourt-Silva ;
    • Natalia Mulligan ;
    • Francesca Bonin ;
    • Pierpaolo Tommasi ;
    • Alessandra Pascale ;
    • Vanessa Lopez

    Literature Knowledge Graphs for Risk Modeling: a use case on Diabetes


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    Challenges in Custom Machine Learning Model Implementation in a Vendor System: Use of a Deep Learning Model for Pediatric CLABSI Prediction

    • Jonathan M. Beus ;
    • Edwin Ray ;
    • Sarah Thompson ;
    • Ryan Birmingham ;
    • Brad Cundiff ;
    • Mike Malto ;
    • Kevin Duncan ;
    • Dileep Gunda ;
    • Rishikesan Kamaleswaran ;
    • Evan Orenstein

    Challenges in Custom Machine Learning Model Implementation in a Vendor System: Use of a Deep Learning Model for Pediatric CLABSI Prediction


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    Evaluating Fairness of Synthetic Healthcare Data Models

    • Karan Bhanot ;
    • Ioana Baldini ;
    • Dennis Wei ;
    • Jiaming Zeng ;
    • Kristin Bennett

    Evaluating Fairness of Synthetic Healthcare Data Models


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    Developing a Note Template to Improve the Understanding and Actionability of Clinical Notes for Diabetic Patients

    • Shwetha Bindhu ;
    • Danny Wu ;
    • Catherine Xu ;
    • Tripura Vithala

    Developing a Note Template to Improve the Understanding and Actionability of Clinical Notes for Diabetic Patients


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    Supporting Interprofessional Collaboration through Clinical Documentation: An Exploration of Doctors’ and Nurses’ Reasoning Processes

    • Katherine Blondon ;
    • Frederic Baroz

    Supporting Interprofessional Collaboration through Clinical Documentation: An Exploration of Doctors’ and Nurses’ Reasoning Processes


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    A Multidisciplinary Approach to User-Centered Design: Optimizing Reporting of Stroke Quality Metrics

    • Christine T. Boerman ;
    • Kathleen Fear

    A Multidisciplinary Approach to User-Centered Design: Optimizing Reporting of Stroke Quality Metrics


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    Standardizing Natural Products in Adverse Event Reports with Siamese Recurrent Networks

    • Tanupat Boonchalermvichien ;
    • Sanya Taneja ;
    • Sandra Clark Karcher ;
    • Richard Boyce

    Standardizing Natural Products in Adverse Event Reports with Siamese Recurrent Networks


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    Understanding Mechanisms of Missingness for Unspecified Diabetic Retinopathy Disease Severity in the Electronic Health Record: An IRIS® Registry Analysis

    • Durga S. Borkar ;
    • Meghan Hatfield ;
    • Thaihien Nguyen ;
    • Richard Chapman ;
    • Theodore Leng ;
    • Michael Mbagwu ;
    • Matthew Roe ;
    • Shrujal Baxi ;
    • Aracelis Torres

    Understanding Mechanisms of Missingness for Unspecified Diabetic Retinopathy Disease Severity in the Electronic Health Record: An IRIS® Registry Analysis


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    Harmonizing Units and Quantitative Values in a Nationally-Pooled Electronic Health Record Dataset.

    • Katie R. Bradwell ;
    • Richard Moffitt

    Harmonizing Units and Quantitative Values in a Nationally-Pooled Electronic Health Record Dataset.


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    Leveraging Biolink for Interoperability between Semantic Models

    • Ian R. Braun ;
    • Pablo Alarcon ;
    • Emily Hartley ;
    • Daniel Olson ;
    • Nirupama Benis ;
    • Ronald Cornet ;
    • Mark Wilkinson ;
    • Ramona Walls

    Leveraging Biolink for Interoperability between Semantic Models


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    Optimizing Strategies of Pressure Reactivity Index and Optimal Cerebral Perfusion Pressure Identification for Cerebral Autoregulatory-Guided Clinical Decision Support

    • Jennifer K. Briggs ;
    • j.n. stroh $lastName ;
    • Tellen Bennett ;
    • Soojin Park ;
    • David Albers ;
    • Brandon Foreman

    Optimizing Strategies of Pressure Reactivity Index and Optimal Cerebral Perfusion Pressure Identification for Cerebral Autoregulatory-Guided Clinical Decision Support


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    The Impact of Geoeconomics and Health Literacy on Telehealth Success

    • Sarah H. Brown ;
    • Michelle Griffith ;
    • Allison McCoy ;
    • Sara Horst

    The Impact of Geoeconomics and Health Literacy on Telehealth Success


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    Medication Reconciliation Module Use Leads to Earlier Discharge Time

    • Melissa S. Van Cain ;
    • R. Matthew Atkins

    Medication Reconciliation Module Use Leads to Earlier Discharge Time


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    Developing a Risk Prediction Model for 30-Day Readmission after Hospitalization from COVID-19

    • Aize Cao ;
    • Arielle Fisher ;
    • Russell Poland ;
    • Todd Gary

    Developing a Risk Prediction Model for 30-Day Readmission after Hospitalization from COVID-19


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    Increasing interoperability of the Pediatric Cancer Data Commons data model by mapping to common data models

    • Bradley Carlson ;
    • Michael Watkins ;
    • Mei Li ;
    • Brian Furner ;
    • Ellen Cohen ;
    • Samuel Volchenboum

    Increasing interoperability of the Pediatric Cancer Data Commons data model by mapping to common data models


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    Queering the EHR: Uncovering the embedded cisheteronormativity in health information technology

    • Reggie Casanova-Perez ;
    • Wanda Pratt ;
    • Andrea Hartzler

    Queering the EHR: Uncovering the embedded cisheteronormativity in health information technology


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    A First Step to Uncovering Hidden Symptoms and in Patients with Acute Myeloid Leukemia using Natural Language Processing

    • Sena Chae ;
    • Karen Dunn Lopez ;
    • Barbara Rakel

    A First Step to Uncovering Hidden Symptoms and in Patients with Acute Myeloid Leukemia using Natural Language Processing


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    Maximizing Interoperability, Enriching EHR Data: Transforming HL7 FHIR Data to RDF Using the FHIR RDF Playground

    • James Champion ;
    • Eric Prud'hommeaux ;
    • David Booth ;
    • Gaurav Vaidya ;
    • Jim Balhoff ;
    • Deepak Sharma ;
    • Guoqian Jiang ;
    • Emily Pfaff

    Maximizing Interoperability, Enriching EHR Data: Transforming HL7 FHIR Data to RDF Using the FHIR RDF Playground


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    Addressing Medical Student Exposure to the Field of Clinical Informatics

    • Alyssa Chen ;
    • Benjamin Wang ;
    • Sherry Parker ;
    • Ashish Chowdary ;
    • Katherine Flannery ;
    • Christoph Lehmann ;
    • Mujeeb Basit

    Addressing Medical Student Exposure to the Field of Clinical Informatics


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    Visual Interview Elicitation Using Online Tools in the Context of Dementia: Preliminary Review and Recommendations

    • Annie T. Chen ;
    • Gauri Nayak ;
    • Mary Grace Asirot ;
    • Zoey Gray ;
    • Anne Turner

    Visual Interview Elicitation Using Online Tools in the Context of Dementia: Preliminary Review and Recommendations


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    Characterizing Clinical Activity Patterns by Topics Inferred from Electronic Health Record Audit Logs

    • Jinying Chen ;
    • Sarah Cutrona ;
    • Ajay Dharod ;
    • Aaron Bridges ;
    • Adam Moses ;
    • Brian Ostasiewski ;
    • Kristie Foley ;
    • Thomas Houston

    Characterizing Clinical Activity Patterns by Topics Inferred from Electronic Health Record Audit Logs


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    Predicting Body Mass Index in Early Childhood Using Data from the First 1,000 Days

    • Erika R. Cheng ;
    • Ahmet Cengiz ;
    • Zina Ben-Miled

    Predicting Body Mass Index in Early Childhood Using Data from the First 1,000 Days


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    Medication-Wide Association Study Plus (MWAS+): A New Approach to Drug Repurposing

    • Yan Cheng ;
    • Ali Ahmed,. Edward Zamrini ;
    • Yijun Shao ;
    • Qing Zeng-Treitler

    Medication-Wide Association Study Plus (MWAS+): A New Approach to Drug Repurposing


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    Continuous Remote Patient Monitoring: Evaluation of the Cascade Heart Failure Study Phases 1 and 2

    • Wei Ning Chi ;
    • Courtney Reamer ;
    • Robert Gordon ;
    • Nitasha Sarswat ;
    • Charu Gupta ;
    • Emily White VanGompel ;
    • Safwan Gaznabi ;
    • Izabella Szum ;
    • Melissa Morton-Jost ;
    • Urmila Ravichandran ;
    • Tovah Klein ;
    • Karen Larimer ;
    • David Victorson ;
    • John Erwin ;
    • Lakshmi Halasyamani ;
    • Anthony Solomonides ;
    • Rema Padman ;
    • Nirav Shah

    Continuous Remote Patient Monitoring: Evaluation of the Cascade Heart Failure Study Phases 1 and 2


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    Transferring Process Knowledge and Protocol Structure in a Continuous Remote Patient Monitoring Program: Heart Failure to Ileostomy Clinical Use Case Study

    • Wei Ning Chi ;
    • Courtney Reamer ;
    • Robert Gordon ;
    • Nitasha Sarswat ;
    • Charu Gupta ;
    • Monika Krezalek ;
    • Klara Brugger ;
    • Emily White VanGompel ;
    • Izabella Szum ;
    • Melissa Morton-Jost ;
    • Urmila Ravichandran ;
    • Karen Larimer ;
    • David Victorson ;
    • John Erwin ;
    • Lakshmi Halasyamani ;
    • Anthony Solomonides ;
    • Rema Padman ;
    • Nirav Shah

    Transferring Process Knowledge and Protocol Structure in a Continuous Remote Patient Monitoring Program: Heart Failure to Ileostomy Clinical Use Case Study


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    A Mixed Methods User Needs Assessment of Pulse Oximetry Monitoring During Exercise for Interstitial Lung Disease

    • Claire E. Child ;
    • Maddalena Di Piazza ;
    • Mikayla Minton ;
    • Jose Ugas ;
    • Avry Freaney ;
    • Marion Paetznick ;
    • Soraya Bailey ;
    • Mary Beth Brown

    A Mixed Methods User Needs Assessment of Pulse Oximetry Monitoring During Exercise for Interstitial Lung Disease


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    Telemedicine Second Opinions: A Promising Mechanism for Expanding Equitable Access to Subspecialty Oncology Expertise

    • Susan Chimonas ;
    • Allison Lipitz-Snyderman ;
    • Sham Mailankody ;
    • Anjua Kriplani ;
    • Leonard Saltz ;
    • Smita Sihag ;
    • Carlyn Rose Tan ;
    • Maria Widmar ;
    • Marjorie Zauderer ;
    • Benjamin Roman

    Telemedicine Second Opinions: A Promising Mechanism for Expanding Equitable Access to Subspecialty Oncology Expertise


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    Temporal Structure of Daily Paroxysmal Sympathetic Hyperactivity Assessment Measure (PSH-AM) among Neurocritical Patients with Traumatic Brain Injury

    • Sancharee Hom Chowdhury ;
    • Jamie Podell ;
    • Peter Hu ;
    • Neeraj Badjatia ;
    • Lujie Chen

    Temporal Structure of Daily Paroxysmal Sympathetic Hyperactivity Assessment Measure (PSH-AM) among Neurocritical Patients with Traumatic Brain Injury


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    Physicians’ Electronic Health Record Use Styles and Patient Experience

    • Andrew Cooper ;
    • Jeffrey Linder ;
    • David Burstein

    Physicians’ Electronic Health Record Use Styles and Patient Experience


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    Building Determinants of Health Ontology of Mappable Elements (DHOME)

    • Lauren Cuppy ;
    • Tami Crawford ;
    • Nikunja Swain ;
    • Alexander Alekseyenko

    Building Determinants of Health Ontology of Mappable Elements (DHOME)


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    HIPAA Safe Harbor (HuSH) Common Data Models for Education

    • Sofia Z. Dard ;
    • James Champion ;
    • Robert Bradford ;
    • Adam Lee ;
    • Emily Pfaff

    HIPAA Safe Harbor (HuSH) Common Data Models for Education


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    Eye-SpatialNet: Spatial Information Extraction from Ophthalmology Notes

    • Surabhi Datta ;
    • Tasneem Kaochar ;
    • Hio Cheng Lam ;
    • Nelly Nwosu ;
    • Alice Z. Chuang ;
    • Robert M. Feldman ;
    • Kirk Roberts

    Eye-SpatialNet: Spatial Information Extraction from Ophthalmology Notes


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    Integrating Clinical Informatics into Undergraduate Medical Education Curriculum: Innovations and Challenges

    • Jessica A. Davila

    Integrating Clinical Informatics into Undergraduate Medical Education Curriculum: Innovations and Challenges


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    A Framework for Generating Synthetic Clinical Datasets with Learning Effects to Support Methods Development and Validation

    • Sharon E. Davis ;
    • Henry Ssemaganda ;
    • Jejo Koola ;
    • Jialin Mao ;
    • Dax Westerman ;
    • Theodore Speroff ;
    • Usha Govindarajulu ;
    • Craig Ramsay ;
    • Lucila Ohno-Machado ;
    • Frederic Resnic ;
    • Michael Matheny

    A Framework for Generating Synthetic Clinical Datasets with Learning Effects to Support Methods Development and Validation


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    Assessment of MUSC's Culture of Evidence-based Practice for Ordering Providers

    • Amanda L. Davis ;
    • Shoshanna Weiss ;
    • Sean Haley ;
    • Elizabeth Crabtree

    Assessment of MUSC's Culture of Evidence-based Practice for Ordering Providers


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    A Pilot Study of Automated Approaches to Translate Health Illiterate Language

    • Renuk DeAlmeida ;
    • Dinuk DeAlmeida ;
    • Sreekanth Sreekumar ;
    • Yanshan Wang

    A Pilot Study of Automated Approaches to Translate Health Illiterate Language


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    Impact of COVID-19 on Infection Control in a Small Independent Hospital

    • Poli Debi ;
    • David Kaufman ;
    • Yalini Senathirajah ;
    • Elizabeth Borycki ;
    • Andre Kushniruk ;
    • Kenrick Cato ;
    • Pia Daniel ;
    • Patricia Roblin ;
    • Bonnie Arquilla

    Impact of COVID-19 on Infection Control in a Small Independent Hospital


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    SentenCy: An Open-source Tool for Improving Biomedical Named Entity Recognition

    • Grant DeLong ;
    • Henry Philofsky ;
    • James Elmore ;
    • Stacey Shriner ;
    • Sara Hunt ;
    • Casey Cauthorn ;
    • Elliot Mitchell ;
    • David Vawdrey ;
    • Abdul Tariq

    SentenCy: An Open-source Tool for Improving Biomedical Named Entity Recognition


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    Entity Anchored ICD Coding

    • Jay DeYoung ;
    • Han-Chin Shing ;
    • Luyang Kong ;
    • Christopher Winestock ;
    • Chaitanya Shivade

    Entity Anchored ICD Coding


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    Clinical Staff EHR Usability and Satisfaction: Preliminary Results of A Multi-Site, Pre-Post Implementation Evaluation

    • Courtney J. Diamond ;
    • Rachel Lee ;
    • Jonathan Elias ;
    • Haomiao Jia ;
    • Erika Abramson ;
    • Jessica Ancker ;
    • Susan bostwick ;
    • Kenrick Cato ;
    • Sarah Rossetti

    Clinical Staff EHR Usability and Satisfaction: Preliminary Results of A Multi-Site, Pre-Post Implementation Evaluation


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    Validating Complex Phenotypes: A Structured Approach for Dementia

    • David A. Dorr ;
    • Nicole Weiskopf ;
    • Michelle Bobo ;
    • MJ Dunne ;
    • Peijan Han ;
    • Jessica Kim ;
    • V. G. Vinod Vydiswaran

    Validating Complex Phenotypes: A Structured Approach for Dementia


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    Health Information Technology Usability Methods Leveraged in Africa: A Scoping Review

    • Kylie K. Dougherty ;
    • Mollie Hobensack ;
    • Suzanne Bakken

    Health Information Technology Usability Methods Leveraged in Africa: A Scoping Review


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    Quality Versus Quantity: Assessing the Impact of Nursing Documentation on Preventing Hospital Acquired Pressure Injuries

    • Brian J. Douthit ;
    • Katherine Bashaw ;
    • Kimberly Gerant ;
    • Thomas Reese ;
    • Adam Wright ;
    • Allison McCoy

    Quality Versus Quantity: Assessing the Impact of Nursing Documentation on Preventing Hospital Acquired Pressure Injuries


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    Leveraging the Electronic Health Record to Increase Sleep-Friendly Medication Schedules in the Inpatient Setting

    • Lauren Eisner ;
    • Sullafa Kadura ;
    • Nicole Willnow ;
    • Jennifer Lin ;
    • Alexander Poulakis ;
    • Oskar Wielgus ;
    • Ian Smith

    Leveraging the Electronic Health Record to Increase Sleep-Friendly Medication Schedules in the Inpatient Setting


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    Launch of an Interdisciplinary Health Informatics Concentration within a Bachelor of Science of Information Science Program: Lessons Learned and Future Directions

    • Christina Eldredge ;
    • James Andrews ;
    • Claudia Cooperman

    Launch of an Interdisciplinary Health Informatics Concentration within a Bachelor of Science of Information Science Program: Lessons Learned and Future Directions


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    A consortium blockchain for secure, unified, and efficient sharing of EHR and genomics data

    • Ahmed Elhussein ;
    • Gamze Gursoy

    A consortium blockchain for secure, unified, and efficient sharing of EHR and genomics data


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    Systematic Review of Mobile Integrated Health interventions to facilitate telehealth usage among older adults

    • Melani Ellison ;
    • Jamie Abudu-Solo ;
    • Meghan Reading Turchioe ;
    • Nathan Louras ;
    • Leah Shafran Topaz ;
    • Erik Blutinger ;
    • Christina McGinnis ;
    • Brock Daniels ;
    • Ruth Masterson Creber

    Systematic Review of Mobile Integrated Health interventions to facilitate telehealth usage among older adults


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    Virtual Visits in Pediatric Orthopaedic Conditions: An Evaluation of Patient Satisfaction and Areas of Improvement Compared to In-Person Visits

    • Ahmed K. Emara ;
    • Assem Sultan ;
    • Dominic King $lastName ;
    • Jonathan Schaffer ;
    • Xuankang Pan ;
    • Thomas Kuivila ;
    • Ryan Goodwin

    Virtual Visits in Pediatric Orthopaedic Conditions: An Evaluation of Patient Satisfaction and Areas of Improvement Compared to In-Person Visits


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    From Rules to Machine Learning: Upgrading Aging Clinical NLP Systems

    • Hannah Eyre ;
    • Scott DuVall ;
    • Olga Patterson

    From Rules to Machine Learning: Upgrading Aging Clinical NLP Systems


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    Enhancing Biologics Adverse Event Surveillance via Scalable, FHIR-based Infrastructure: Proof of Concept

    • Hussein Ezzeldin ;
    • Steven Anderson ;
    • Abhishek Pandey ;
    • Lance Jones ;
    • Aaron Walerysiak ;
    • Jay Nakashima

    Enhancing Biologics Adverse Event Surveillance via Scalable, FHIR-based Infrastructure: Proof of Concept


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    Availability of Health Information Exchange Data for Children with Special Health Care Needs through a SMART on FHIR App

    • Elaine M. Fan ;
    • Teresa Taft ;
    • Damian Borbolla ;
    • Elizabeth Rudd ;
    • Emerson Borsato ;
    • Ryan Cornia ;
    • Phillip Warner ;
    • David Shields ;
    • Pallavi Ranade-Kharkar ;
    • Kensaku Kawamoto ;
    • Carole Stipelman ;
    • Chuck Norlin ;
    • Jennifer Goldman-Luthy ;
    • Guilherme Del Fiol

    Availability of Health Information Exchange Data for Children with Special Health Care Needs through a SMART on FHIR App


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    Phenotyping Hepatic Immune-Related Adverse Events After Immune Checkpoint Inhibitor Therapy

    • Theodore Feldman ;
    • Nathanael Fillmore ;
    • Nhan Do ;
    • Mary Brophy ;
    • David Kaplan ;
    • Albert Lin

    Phenotyping Hepatic Immune-Related Adverse Events After Immune Checkpoint Inhibitor Therapy


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    Identifying patient's country of origin with modified spaCy NLP models

    • Soraya Fereydooni

    Identifying patient's country of origin with modified spaCy NLP models


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    Mapping Shopper Movement in an Immersive Virtual Reality Grocery Store

    • Sara Flash ;
    • Denise Goldsmith ;
    • Patricia Brennan

    Mapping Shopper Movement in an Immersive Virtual Reality Grocery Store


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    Preparing Study Participants to Engage in Immersive Virtual Reality

    • Sara Flash ;
    • Denise Goldsmith

    Preparing Study Participants to Engage in Immersive Virtual Reality


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    Analysis of Call-Back Requests for an ePRO Asthma Symptom Monitoring App Integrated into Primary Care

    • Jorge A. Sulca Flores ;
    • Robert Rudin ;
    • Dinah Foer ;
    • Savanna Plombon ;
    • Jessica Sousa ;
    • Jorge Rodriguez ;
    • Anuj Dalal

    Analysis of Call-Back Requests for an ePRO Asthma Symptom Monitoring App Integrated into Primary Care


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    Utilization of Electronic Health Record Gender Demographic Fields: A Metadata Analysis

    • Dinah Foer ;
    • Vi Nguyen ;
    • Li Zhou ;
    • David Bates ;
    • David Rubins

    Utilization of Electronic Health Record Gender Demographic Fields: A Metadata Analysis


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    Development and Validation of an Adverse Event Surveillance Algorithm for Interventional Radiology

    • Marva Foster ;
    • Mikhail Higgins ;
    • Daniel Sturgeon ;
    • Kierstin Hederstedt ;
    • Rebecca Lamkin ;
    • Brian Sullivan ;
    • Westyn Branch-Elliman ;
    • Hillary Mull

    Development and Validation of an Adverse Event Surveillance Algorithm for Interventional Radiology


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    Improving Sepsis Management by Evaluating the User Interface of a Novel Suite of Electronic Health Record Support Tools

    • Marshall J. Frieden ;
    • Alexander Fixler ;
    • Blake Oliaro ;
    • Andrea Brucculeri ;
    • Jackson Wilde ;
    • Jason Hill

    Improving Sepsis Management by Evaluating the User Interface of a Novel Suite of Electronic Health Record Support Tools


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    Emergency Severity Index Scores Have Different Emergency Department Length of Stays

    • Stephanie O. Frisch ;
    • Holli DeVon ;
    • Jessica Zegre-Hemsey ;
    • Harry Hochheiser ;
    • Ervin Sejdic

    Emergency Severity Index Scores Have Different Emergency Department Length of Stays


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    Quality Assessment of Functional Status Documentation in EHR Across Institutions

    • Sunyang Fu ;
    • Maria Vassilaki ;
    • Omar Ibrahim ;
    • Ronald Petersen ;
    • Jennifer St. Sauver ;
    • Liwei Wang ;
    • Jungwei Fan ;
    • Hongfang Liu ;
    • Sunghwan Sohn

    Quality Assessment of Functional Status Documentation in EHR Across Institutions


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    Computer Aided Documentation: Better Than Dictation

    • Jakub Furmaga ;
    • Jonathan Reeder ;
    • Robert Turer ;
    • Bhaskar Thakur ;
    • Christoph Lehmann ;
    • Ellen O'Connell ;
    • Samuel McDonald

    Computer Aided Documentation: Better Than Dictation


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    Defining an Ethical Relationship with Artificial Intelligence at a Large Academic Health System

    • Teja Ganta ;
    • Nicholas Genes ;
    • Benjaminn Glicksberg ;
    • Rosamond Rhodes ;
    • Robbie Freeman ;
    • Bruce Darrow

    Defining an Ethical Relationship with Artificial Intelligence at a Large Academic Health System


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    Oncologist Opinion and Use of a Machine Learning-Powered Clinical Decision Support System to Aid Serious Illness Conversations for Lung Cancer Patients

    • Teja Ganta ;
    • Stephanie Lehrman ;
    • Rachel Pappalardo ;
    • Irena Durkovic ;
    • Shira Lichtman ;
    • Damon Czarnecki ;
    • Brooke Tsembelis ;
    • Mark Liu ;
    • Joseph Kannry ;
    • Robbie Freeman ;
    • Mirhandi Arash Kia ;
    • Prathamesh Parchure ;
    • Hsin-Hui Huang ;
    • Alla Keyzner ;
    • Madhu Mazumdar ;
    • Aarti Bhardwaj ;
    • Cardinale Smith

    Oncologist Opinion and Use of a Machine Learning-Powered Clinical Decision Support System to Aid Serious Illness Conversations for Lung Cancer Patients


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    Developing a Data Pipeline to Facilitate the Understanding of the Interrelationships Between Humans and Technology in Smart Buildings

    • Andy Gao ;
    • Danny Wu ;
    • Gargi Rajput

    Developing a Data Pipeline to Facilitate the Understanding of the Interrelationships Between Humans and Technology in Smart Buildings


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    Evaluation of ICU Severity Scores and Mortality Prediction by Race and Ethnicity: A Machine Learning Approach Using MIMIC-IV

    • Catherine A. Gao ;
    • Plamena Powla ;
    • Meghan Hutch ;
    • Oluwatosin Akinsola ;
    • Yuan Luo

    Evaluation of ICU Severity Scores and Mortality Prediction by Race and Ethnicity: A Machine Learning Approach Using MIMIC-IV


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    Technology Prevalence in Childhood by Parent Reports: An Opportunity for Obesity Prevention

    • Lisa A. Gawronski ;
    • Gail Keenan ;
    • Hwayoung Cho

    Technology Prevalence in Childhood by Parent Reports: An Opportunity for Obesity Prevention


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    Examining Stakeholder Perspectives on the Development, Implementation, and Measurement of Clinical Decision Support-Based Interventions for Shared Decision-Making

    • Maya T. Gerstein ;
    • Alaina Fournier ;
    • Edwin Lomotan ;
    • Mary Nix

    Examining Stakeholder Perspectives on the Development, Implementation, and Measurement of Clinical Decision Support-Based Interventions for Shared Decision-Making


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    Blind Inference: An Automated Privacy-Preserving Prediction Service using Secure Multi-Party Computation for Medical Applications

    • Gharib Gharibi ;
    • Babak Gilkalaye ;
    • Praneeth Vepakomma ;
    • Zachi Attia ;
    • Riddhiman Das ;
    • Suraj Kappa ;
    • Ramesh Raskar

    Blind Inference: An Automated Privacy-Preserving Prediction Service using Secure Multi-Party Computation for Medical Applications


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    Utilizing the Electronic Health Record to Minimize Inpatient Sleep Disruptions

    • Brianna Glover ;
    • Nicole Hames ;
    • Anthony Cooley ;
    • Christy Bryant ;
    • Evan Orenstein ;
    • Swaminathan Kandaswamy

    Utilizing the Electronic Health Record to Minimize Inpatient Sleep Disruptions


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    Formative Evaluation of an SMS-Based Information Service for Maternal Health Program in a Geographically Isolated Area in the Philippines

    • Aldren B. Gonzales ;
    • Marianne Fabian-Charlet ;
    • Rommel Bernabe ;
    • Jr. $lastName ;
    • Maria Lourdes Bacud ;
    • Iris Thiele Isip-Tan

    Formative Evaluation of an SMS-Based Information Service for Maternal Health Program in a Geographically Isolated Area in the Philippines


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    Understanding mHealth Implementation in the Philippines During the COVID-19 Pandemic: Perspective of Local Experts

    • Aldren B. Gonzales ;
    • Razel Custodio ;
    • Marie Carmela Lapitan ;
    • Mary Ann Ladia

    Understanding mHealth Implementation in the Philippines During the COVID-19 Pandemic: Perspective of Local Experts


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    Quality evaluation of mHealth technologies for COVID-19 using the Mobile Application Rating Scale (MARS): The Philippine Perspective

    • Aldren B. Gonzales ;
    • Razel Custodio ;
    • Marie Carmela Lapitan ;
    • Mary Ann Ladia

    Quality evaluation of mHealth technologies for COVID-19 using the Mobile Application Rating Scale (MARS): The Philippine Perspective


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    Developing and Mapping Pediatric Phecodes (Phecode-Peds)

    • Monika E. Grabowska ;
    • Sara L. Van Driest ;
    • Patrick Wu ;
    • Wei-Qi Wei

    Developing and Mapping Pediatric Phecodes (Phecode-Peds)


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    Assessment of Real-World Health Applications on FHIR

    • Ashley Griffin ;
    • Lu He ;
    • Anthony Sunjaya ;
    • Andrew King ;
    • Zubin Khan ;
    • Brian Douthit ;
    • Martin Nwadiugwu ;
    • Vignesh Subbian ;
    • Mark Braunstein ;
    • Viet Nguyen ;
    • Charles Jaffe ;
    • Titus Schleyer

    Assessment of Real-World Health Applications on FHIR


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    A Computational Respiration Factor to Detect Abnormal Respiratory Patterns Using a Hydraulic Bed Sensor for Older Adults Aging-in-place

    • Pallavi Gupta ;
    • Laurel Despins ;
    • David Heise ;
    • Jamal Saied Walker ;
    • Ruhan Yi ;
    • Marjorie Skubic ;
    • Grant Scott

    A Computational Respiration Factor to Detect Abnormal Respiratory Patterns Using a Hydraulic Bed Sensor for Older Adults Aging-in-place


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    Developing a Data Exploratory Tool to Visualize and Analyze User-corrected Pediatric Weight Records

    • Shubhra Gupta ;
    • Hanniel Shih ;
    • Danny Wu

    Developing a Data Exploratory Tool to Visualize and Analyze User-corrected Pediatric Weight Records


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    Training Digital Natives to Transform Healthcare: A Tiered Model for Integrating Health Informatics in Undergraduate Medical Education

    • Allison J. Hare ;
    • Jacqueline Soegaard ;
    • Peter Gabriel ;
    • Srinath Adusumalli ;
    • C. William Hanson III

    Training Digital Natives to Transform Healthcare: A Tiered Model for Integrating Health Informatics in Undergraduate Medical Education


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    AI-based Sepsis prediction in Surgical Practice; Lessons learnt from Model Development.

    • Nehal Hassan ;
    • Robert Slight ;
    • Daniel Weiand ;
    • Graham Morgan ;
    • Akke Vellinga ;
    • Hazem Mamdouh ;
    • Sarah Slight

    AI-based Sepsis prediction in Surgical Practice; Lessons learnt from Model Development.


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    Incomplete Smoking History Data Leads to Unknown Lung Cancer Screening Eligibility Status, and a Potential Solution

    • Lauren Hatcher ;
    • Allison McCoy ;
    • Hannah Marmor ;
    • Landon Fike ;
    • Kim Sandler

    Incomplete Smoking History Data Leads to Unknown Lung Cancer Screening Eligibility Status, and a Potential Solution


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    Real-time Exploration of Pairwise Meta-analysis Results by Applying Serverless Architecture Design

    • Huan He ;
    • Irbaz Riaz ;
    • Syed Arsalan Ahmed Naqvi ;
    • Rabbia Siddiqi ;
    • Noureen Asghar ;
    • M. Hassan Murad ;
    • Hongfang Liu ;
    • Mahnoor Islam

    Real-time Exploration of Pairwise Meta-analysis Results by Applying Serverless Architecture Design


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    Post-Hoc Ensemble Generation for Clinical NLP: A Study of Concept Recognition, Normalization, and Context Attributes

    • Paul M. Heider ;
    • Kexin Chen ;
    • Ronak Pipaliya ;
    • Stéphane Meystre

    Post-Hoc Ensemble Generation for Clinical NLP: A Study of Concept Recognition, Normalization, and Context Attributes


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    Implicit Provider Bias as Assessed through Explicit Mentions of Pejorative and Laudative Terms in MIMIC-III

    • Paul M. Heider ;
    • Jihad Obeid ;
    • Leslie Lenert

    Implicit Provider Bias as Assessed through Explicit Mentions of Pejorative and Laudative Terms in MIMIC-III


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    Modeling to Improve Identification of Peripheral Artery Disease Cohorts from Administrative Data

    • Patrick Heindel ;
    • Jessica Feliz ;
    • Abena Appah-Sampong ;
    • Christian Cerecedo-Lopez ;
    • Elizabeth Yates ;
    • Tanujit Dey ;
    • Mohamad Hussain

    Modeling to Improve Identification of Peripheral Artery Disease Cohorts from Administrative Data


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    Usability Inspection of the MAISIE mobile CDS app

    • Drew Herbert ;
    • Malaika Gallimore ;
    • Alisha Johnson ;
    • Pawena Narasri ;
    • Katrina Boles ;
    • Chuka Emezue ;
    • Blaine Reeder

    Usability Inspection of the MAISIE mobile CDS app


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    A formative usability evaluation of a health information exchange prototype for use in community pharmacies

    • Katelyn N. Hettinger ;
    • Margie Snyder ;
    • Alissa Russ-Jara

    A formative usability evaluation of a health information exchange prototype for use in community pharmacies


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    Provider and Older Patient Responses to Rapid Expansion of Telehealth Care in an Urban Cancer Center

    • Robin T. Higashi ;
    • Bella Etingen ;
    • Suzanne Cole ;
    • John Mansour ;
    • Jessica Lee ;
    • Timothy Hogan

    Provider and Older Patient Responses to Rapid Expansion of Telehealth Care in an Urban Cancer Center


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    Manual Chart Review Train and Inter-Annotator Agreement Plan for a COVID-19 Disease Association Study

    • Brent D. Hill ;
    • Kristine Lynch ;
    • Scott DuVall

    Manual Chart Review Train and Inter-Annotator Agreement Plan for a COVID-19 Disease Association Study


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    Quantifying the Perioperative Risks for Patients on Buprenorphine for Substance Use Disorder Using a Large National Database

    • James M. Hitt ;
    • Robert Lee ;
    • Peter Elkin

    Quantifying the Perioperative Risks for Patients on Buprenorphine for Substance Use Disorder Using a Large National Database


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    Comparison of the digital health strategies of Tanzania and Germany: First results of a comparative policy analysis

    • Felix Holl ;
    • Jennifer Kircher ;
    • Felix Sukums ;
    • Walter Swoboda

    Comparison of the digital health strategies of Tanzania and Germany: First results of a comparative policy analysis


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    A Low-Touch High-Impact Digital Health Startup Incubation Model at an Academic Institution

    • Hyo Jung Hong

    A Low-Touch High-Impact Digital Health Startup Incubation Model at an Academic Institution


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    An Effective EHR Order Set Review Process at an Academic Medical Center

    • Hyo Jung Hong ;
    • Cliff Schmiesing

    An Effective EHR Order Set Review Process at an Academic Medical Center


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    Systematic Review of Consumer Wearables for Sedentary Behavior

    • Chelsea Howland ;
    • Jo-Ana Chase ;
    • Allison Anbari ;
    • Malaika Gallimore ;
    • Chuka Emezue ;
    • Drew Herbert ;
    • Katrina Boles ;
    • Knoo Lee ;
    • LeeAnne Sherwin ;
    • Pawena Narasri ;
    • Rebecca Graves ;
    • Blaine Reeder

    Systematic Review of Consumer Wearables for Sedentary Behavior


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    Predicting ICU Length of Stay for Patients with Diabetes Using Machine Learning and Clinical Notes

    • Yuansi Hu ;
    • Ling Zheng

    Predicting ICU Length of Stay for Patients with Diabetes Using Machine Learning and Clinical Notes


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    Identifying Transgender and Gender Diverse Individuals in Electronic Health Records: A Context-aware Natural Language Processing Approach

    • Yining Hua ;
    • Vi Nguyen ;
    • Liqin Wang ;
    • Dinah Foer ;
    • Li Zhou

    Identifying Transgender and Gender Diverse Individuals in Electronic Health Records: A Context-aware Natural Language Processing Approach


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    Enhanced Clinical Interpretability of Feature Selection via Latent Component-based Variable Clustering

    • Hu T. Huang ;
    • Foad Green ;
    • Rayna Matsuno ;
    • Joshua Loving

    Enhanced Clinical Interpretability of Feature Selection via Latent Component-based Variable Clustering


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    Applying Design Thinking to Raising Awareness of Infant Mortality: A Case Study of Rural Communities in Indiana

    • Kuo-Ting (Tim) Huang ;
    • Sneha Anil Kumar Vaidhyam

    Applying Design Thinking to Raising Awareness of Infant Mortality: A Case Study of Rural Communities in Indiana


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    An Analysis of Electronic Health Information Privacy in Older Adults and Caregivers: Results from a National Survey

    • Gyumin Hwang ;
    • Yong Choi

    An Analysis of Electronic Health Information Privacy in Older Adults and Caregivers: Results from a National Survey


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    Optimizing Clinical Research Eligibility Prescreening: An Iterative Usability Evaluation of an NLP-driven Cohort Identification Tool

    • Betina Idnay ;
    • Yilu Fang ;
    • Caitlin Dreisbach ;
    • Karen Marder ;
    • Chunhua Weng ;
    • Rebecca Schnall

    Optimizing Clinical Research Eligibility Prescreening: An Iterative Usability Evaluation of an NLP-driven Cohort Identification Tool


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    Rates of Documentation and Review of Patients’ Social Needs in the EHR

    • Bradley E. Iott ;
    • Julia Adler-Milstein ;
    • Laura Gottlieb ;
    • Matt Pantell

    Rates of Documentation and Review of Patients’ Social Needs in the EHR


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    Evaluation of Vital Sign Concept Sets within N3C

    • Victor Castano Iraheta ;
    • Jennifer Withall ;
    • Jeremy Harper ;
    • Salvatore Crusco ;
    • Gregory Alexander ;
    • Fang Liu ;
    • Sarah Rossetti ;
    • Kenrick Cato

    Evaluation of Vital Sign Concept Sets within N3C


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    AZCOVIDTXT: Winning the Battle Against COVID-19 One Text at a Time

    • M Sriram Iyengar ;
    • Stephen Rains ;
    • Kacey Ernst ;
    • Nirav Merchant ;
    • Tracy Crane ;
    • Paulina Colombo ;
    • Maliaca Oxnam

    AZCOVIDTXT: Winning the Battle Against COVID-19 One Text at a Time


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    Usability Test of Heart Failure Resource Modules in Caring of Caregivers Online (COCO) Mobile Application

    • Jeehoon Jang ;
    • Chenyang Zheng ;
    • Yinzhou Wang ;
    • Weichao Yuwen ;
    • Chuhan Hou

    Usability Test of Heart Failure Resource Modules in Caring of Caregivers Online (COCO) Mobile Application


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    Disparities in Patient Portal Use in Radiotherapy Treated Patients in the Era of COVID-19

    • Samuel R. Jean-Baptiste ;
    • Ha Pham ;
    • Allison McCoy ;
    • Adam Wright ;
    • Eric Shinohara

    Disparities in Patient Portal Use in Radiotherapy Treated Patients in the Era of COVID-19


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    Addressing the Curly Braces Problem: Implementing Health Level Seven Fast Healthcare Interoperability Resources (FHIR) as a Standard Data Model for the Arden Syntax

    • Robert A. Jenders ;
    • Peter Haug ;
    • Klaus-Peter Adlassnig

    Addressing the Curly Braces Problem: Implementing Health Level Seven Fast Healthcare Interoperability Resources (FHIR) as a Standard Data Model for the Arden Syntax


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    Streamlined Paper to Digital Survey Scanning and Answer Recognition Using Optical Mark Recognition and REDCap

    • Cody Johnson ;
    • Alex Cheng ;
    • Rhonda Kost

    Streamlined Paper to Digital Survey Scanning and Answer Recognition Using Optical Mark Recognition and REDCap


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    C/PAS-BERT: A Novel Attention-Based Deep Learning Approach to Identify and Characterize Cleavage and Polyadenylation Sites

    • Venkata S. Jonnakuti ;
    • Zhandong Liu ;
    • Hari Yalamanchili

    C/PAS-BERT: A Novel Attention-Based Deep Learning Approach to Identify and Characterize Cleavage and Polyadenylation Sites


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    Improving Ease and Fidelity of Identifying the Correct Patient Care Provider

    • Mugdha Joshi ;
    • Arjun Gokhale ;
    • Kelly Darmawan ;
    • Anoosha Moturu ;
    • Anna Pendrey ;
    • Nicholas Schwartz ;
    • Lauren Wozniak ;
    • Garrison Carlos ;
    • Austin Wilson ;
    • Gretchen Brown ;
    • Cliff Schmiesing

    Improving Ease and Fidelity of Identifying the Correct Patient Care Provider


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    A Student Satisfaction Survey Analysis for Graduate-level Medical Informatics Internships

    • Adiebonye E. Jumbo ;
    • Mohammad Faysel ;
    • June Kume ;
    • Fang Luo

    A Student Satisfaction Survey Analysis for Graduate-level Medical Informatics Internships


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    Machine Learning Approach to Stratify Breast Cancer Subtypes and Identify Potential Biomarkers

    • Julie Karam ;
    • Ece Uzun

    Machine Learning Approach to Stratify Breast Cancer Subtypes and Identify Potential Biomarkers


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    Assessing the Robustness and Internal Consistency of the Pooled Cohort Equations

    • Uri Kartoun ;
    • Shaan Khurshid ;
    • BC Kwon ;
    • Aniruddh Patel ;
    • Akl Fahed ;
    • Puneet Batra ;
    • Anthony Philippakis ;
    • Steven Lubitz ;
    • Amit Khera ;
    • Patrick Ellinor ;
    • Vibha Anand ;
    • Kenney Ng

    Assessing the Robustness and Internal Consistency of the Pooled Cohort Equations


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    Tracking In-Basket Messages to Improve Physician Satisfaction & Reduce Burnout , Sentayehu Kassa, M.D Brett Moran, MD

    • Sentayehy Kassa ;
    • Brett Moran

    Tracking In-Basket Messages to Improve Physician Satisfaction & Reduce Burnout , Sentayehu Kassa, M.D Brett Moran, MD


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    Emerging Trends in Health Information Technology: Results from a Horizon Scan

    • Sadaf Kazi ;
    • Tracy Kim ;
    • Julia Sheehan ;
    • Ronald Romero Barrientos ;
    • Raliat Igew ;
    • Kristen Miller

    Emerging Trends in Health Information Technology: Results from a Horizon Scan


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    How to improve cancer Patients ENrollment within clinical trials from rEal Life databases using the OMOP oncology Extension: the French PENELOPE initiative

    • Emmanuelle Kempf ;
    • Morgan Vaterkowski ;
    • Nicolas Griffon ;
    • Damien Leprovost ;
    • Stephane Breant ;
    • Patricia Serre ;
    • Alexandre Mouchet ;
    • Rafael Gozlan ;
    • Bastien Rance ;
    • Gilles Chatellier ;
    • Ali Bellamine ;
    • Marie Frank ;
    • Martin Hilka ;
    • Julien GUERIN ;
    • Xavier Tannier ;
    • Alain Livartowski ;
    • Christel Daniel

    How to improve cancer Patients ENrollment within clinical trials from rEal Life databases using the OMOP oncology Extension: the French PENELOPE initiative


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    Use and Potential Impact of an Antibiogram-Customized Antibiotic Selection App Deployed as Part of a National Quality Improvement (QI) Project

    • Ellen Kerns ;
    • Russell McCulloh

    Use and Potential Impact of an Antibiogram-Customized Antibiotic Selection App Deployed as Part of a National Quality Improvement (QI) Project


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    Patient and Clinical Team Support for Video Visit Telemedicine Implementation in a Safety Net Obstetrics Clinic

    • Elaine Khoong ;
    • Jennifer Juarez Yoc ;
    • Malini Nijagal ;
    • Misa Perron-Burdick ;
    • Ben Li ;
    • Faviola Garcia ;
    • Courtney Lyles

    Patient and Clinical Team Support for Video Visit Telemedicine Implementation in a Safety Net Obstetrics Clinic


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    Gleaning Prediabetic Risk and Associated Factors from Homecare Nursing Notes Using Natural Language Processing

    • Aeri Kim ;
    • Eunjoo Jeon ;
    • Hana Lee ;
    • Hyunsook Heo ;
    • Jisoo Lee ;
    • Kyungmi Woo

    Gleaning Prediabetic Risk and Associated Factors from Homecare Nursing Notes Using Natural Language Processing


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    Risk Factors and Algorithms to Predict Return to Play in Sports Medicine: A Preliminary Systematic Scoping Review

    • Abraham Kim ;
    • Danny Wu

    Risk Factors and Algorithms to Predict Return to Play in Sports Medicine: A Preliminary Systematic Scoping Review


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    Deep Learning-based Rare Disease Patient Classification Using Phenotypes

    • Youngjun Kim ;
    • Yunchen Yang ;
    • Timmy O'Connell ;
    • Meng Ma ;
    • Xiang Zhou ;
    • Rong Chen

    Deep Learning-based Rare Disease Patient Classification Using Phenotypes


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    Risk Prediction Models for Mortality using Nursing Records in Intensive Care Patients: A Systematic Review

    • Mihui Kim ;
    • Sangwoo Park ;
    • Changhwan Kim ;
    • Mona Choi

    Risk Prediction Models for Mortality using Nursing Records in Intensive Care Patients: A Systematic Review


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    Sustaining Connections Amidst COVID-19: Implementation of an Inpatient Mental Health Tablet Program

    • Julia So Young Kim ;
    • Nelson Shen ;
    • Iman Kassam ;
    • Navi Boparai ;
    • Damian Jankoweicz ;
    • Gillian Strudwick

    Sustaining Connections Amidst COVID-19: Implementation of an Inpatient Mental Health Tablet Program


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    What Are the Mental Health Needs of Caregivers of Alzheimer’s Disease and Related Dementias (ADRD) Patients during the COVID-19 Pandemic? A Natural Language Processing Analysis of Online Caregiver Discussion Forum

    • Jiyeong Kim ;
    • Yong Choi

    What Are the Mental Health Needs of Caregivers of Alzheimer’s Disease and Related Dementias (ADRD) Patients during the COVID-19 Pandemic? A Natural Language Processing Analysis of Online Caregiver Discussion Forum


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    Distinguishing Admissions Specifically for COVID-19 from Incidental SARS-CoV-2 Admissions

    • Jeffrey G. Klann ;
    • Zachary Strasser ;
    • Chris Kennedy ;
    • Meghan Hutch ;
    • John Holmes ;
    • Gabriel Brat ;
    • Shawn Murphy

    Distinguishing Admissions Specifically for COVID-19 from Incidental SARS-CoV-2 Admissions


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    Informatics for Integrating Biology and the Bedside (i2b2) in 2022: Single Sign On and Synthetic Data

    • Jeffrey G. Klann ;
    • Michael Mendis ;
    • Kevin Bui ;
    • Griffin Weber ;
    • Diane Keogh ;
    • Shawn Murphy

    Informatics for Integrating Biology and the Bedside (i2b2) in 2022: Single Sign On and Synthetic Data


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    Extending FHIR Timing Representation for Expressing Monitoring Recommendations

    • Alexandra Kogan ;
    • Mor Peleg ;
    • Samson Tu

    Extending FHIR Timing Representation for Expressing Monitoring Recommendations


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    Symptom Phenotypes and Predictors of Unrelieved Symptoms in Individuals with Chronic Conditions: A Cross-sectional Analysis of the All of Us Research Program Survey Data

    • Theresa A. Koleck ;
    • Susan Grayson ;
    • Katelyn Leggio ;
    • Alex Conway ;
    • Caitlin Dreisbach

    Symptom Phenotypes and Predictors of Unrelieved Symptoms in Individuals with Chronic Conditions: A Cross-sectional Analysis of the All of Us Research Program Survey Data


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    The Effects of Data Visualization on User Perceptions of a Health Chatbot

    • Ha Kyung Kong ;
    • Ruijia Zhu ;
    • Audrey Lu ;
    • Mingao He ;
    • Weichao Yuwen

    The Effects of Data Visualization on User Perceptions of a Health Chatbot


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    Augmenting an Electronic Chart Review Tool for Post-Discharge Symptom Monitoring and Adverse Event Determination

    • Kaitlyn Konieczny ;
    • Jorge Rodriguez ;
    • Robert Rudin ;
    • Savanna Plombon ;
    • Pamela Garabedian ;
    • Maria Edelen ;
    • Alyssa Lam ;
    • Anuj Dalal

    Augmenting an Electronic Chart Review Tool for Post-Discharge Symptom Monitoring and Adverse Event Determination


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    Can E-Triggers Identify Cases of Diagnostic Error Hospitalized Patients? Analysis of Two High-Risk Cohorts

    • Kaitlyn Konieczny ;
    • Daniel Motta-Calderon ;
    • Alyssa Lam ;
    • Savanna Plombon ;
    • Stuart Lipsitz ;
    • Jeffrey Schnipper ;
    • Anuj Dalal

    Can E-Triggers Identify Cases of Diagnostic Error Hospitalized Patients? Analysis of Two High-Risk Cohorts


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    Identifying Diagnostic Opportunities Using Clinical Trajectories

    • Jejo D. Koola ;
    • David Laub ;
    • Shamim Nemati ;
    • Robert El-Kareh

    Identifying Diagnostic Opportunities Using Clinical Trajectories


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    Exploration of Disease Pathways Using Simple Graph Comparison Methods

    • Mikhail Kovalenko ;
    • Mihail Popescu

    Exploration of Disease Pathways Using Simple Graph Comparison Methods


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    Personalized Postoperative Pain Management using Heart Rate Variability: A Case Study

    • Tienhsiung Ku ;
    • Hao-Chun Chang ;
    • Ming-tse Tsai ;
    • Chih-Wei Chiu ;
    • Kai-Chieh Yang

    Personalized Postoperative Pain Management using Heart Rate Variability: A Case Study


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    A Self-Guided Educational Program Based on Informatics Competency Self-Assessment

    • Brenda Kulhanek ;
    • Deborah Lewis

    A Self-Guided Educational Program Based on Informatics Competency Self-Assessment


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    Ethical Review of Human and Organizational Factor Research in the Context of AMIA’s Code of Professional and Ethical Conduct

    • Craig E. Kuziemsky ;
    • Linda Peute ;
    • Christian Nohr

    Ethical Review of Human and Organizational Factor Research in the Context of AMIA’s Code of Professional and Ethical Conduct


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    Adoption of Advanced IT Functions by Critical Access Hospitals as a Function of Proximity to a Regional Extension Center

    • Masha Kuznetsova ;
    • Nate Apathy ;
    • A J Holmgren

    Adoption of Advanced IT Functions by Critical Access Hospitals as a Function of Proximity to a Regional Extension Center


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    Real-Time Performance Measure Driven Suicide Prevention Care Monitoring and Care Delivery Enhancement in the U.S. Department of Veterans Affairs

    • David V. LaBorde ;
    • Christina Alvaro ;
    • kassi goodman

    Real-Time Performance Measure Driven Suicide Prevention Care Monitoring and Care Delivery Enhancement in the U.S. Department of Veterans Affairs


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    Preliminary Performance of a Real-time EHR-embedded Predictive Algorithm for Diagnostic Error in ICU Patients

    • Alyssa Lam ;
    • Kaitlyn Konieczny ;
    • Savanna Plombon ;
    • Anuj Dalal ;
    • Marie Holkenbrink

    Preliminary Performance of a Real-time EHR-embedded Predictive Algorithm for Diagnostic Error in ICU Patients


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    Development and Validation of an Extraction Tool for Identifying Signs and Symptoms of Venous Thromboembolism in Primary Care Clinical Notes

    • John Laurentiev ;
    • Avery Pullman ;
    • Wenyu Song ;
    • Ania Syrowatka ;
    • Michael Sainlaire ;
    • Frank Yu Chang ;
    • Luwei Liu ;
    • Li Zhou ;
    • Patricia Dykes

    Development and Validation of an Extraction Tool for Identifying Signs and Symptoms of Venous Thromboembolism in Primary Care Clinical Notes


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    Evaluation of a Machine Learning Approach to Identify ADL Impairment in Clinical Notes of People with Dementia

    • John Laurentiev ;
    • Mufaddal Mahesri ;
    • Lily Bessette ;
    • Cassandra York ;
    • Heidi Zakoul ;
    • Su Been Lee ;
    • Dae Hyun Kim ;
    • Li Zhou ;
    • Joshua Lin

    Evaluation of a Machine Learning Approach to Identify ADL Impairment in Clinical Notes of People with Dementia


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    Differences in Frequencies of Nursing Flowsheet Documentation by Patients’ Primary Language

    • Rachel Y. Lee ;
    • Sarah Rossetti ;
    • Kenrick Cato

    Differences in Frequencies of Nursing Flowsheet Documentation by Patients’ Primary Language


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    Relational FHIR: Converting FHIR’s Hierarchal Schema

    • Adam M. Lee ;
    • Paul Kovach ;
    • James Champion ;
    • Patrick Conway ;
    • Emily Pfaff

    Relational FHIR: Converting FHIR’s Hierarchal Schema


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    Machine learning and natural language processing for classifying infant feeding status from clinical notes

    • Dominick J. Lemas ;
    • Braeden Lewis ;
    • Simon Frank ;
    • Lauren Wright ;
    • Marina Magalhães ;
    • Ke Xu ;
    • Xinsong Du ;
    • Leslie Parker ;
    • Joy Elensi ;
    • Lindsay Thompson ;
    • William Hogan ;
    • Modave Francois

    Machine learning and natural language processing for classifying infant feeding status from clinical notes


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    Information Blocking Rule Adherence: Implementation, Special Considerations, and Monitoring in Two Large Baltimore Area Healthcare Systems.

    • Howard Philip Levy ;
    • Krishnaj Gourab ;
    • Sara Evans ;
    • Neil Siegel

    Information Blocking Rule Adherence: Implementation, Special Considerations, and Monitoring in Two Large Baltimore Area Healthcare Systems.


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    Effects of Information Presentation Modalities on Antibiotic Reassessment Decision-Making in PICU: A Comparison Study

    • Zehan Li ;
    • Jules Bergmann ;
    • James Fackler ;
    • Harold Lehmann

    Effects of Information Presentation Modalities on Antibiotic Reassessment Decision-Making in PICU: A Comparison Study


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    Evaluating Phenotype Classification Using Synthesized Online Content

    • Yanwei Li ;
    • Wei-Qi Wei ;
    • Juan Zhao ;
    • Chao Yan ;
    • Henry Ong

    Evaluating Phenotype Classification Using Synthesized Online Content


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    Fast Textual Corpus Retrieval from Electronic Health Records using PDF Parser and TxtSplit Tools

    • Yiming Li ;
    • Qiang Wei ;
    • Yujia Zhou ;
    • Hua Xu

    Fast Textual Corpus Retrieval from Electronic Health Records using PDF Parser and TxtSplit Tools


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    Developing and Evaluation of Computational Phenotypes of Metastatic Breast Cancer Using All of Us Data

    • Chenyu Li ;
    • Israel Dilan-Pantojas ;
    • Shyam Visweswaran ;
    • Michael Becich ;
    • Xia Jiang ;
    • Richard Boyce

    Developing and Evaluation of Computational Phenotypes of Metastatic Breast Cancer Using All of Us Data


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    High-throughput assessment of genomic outcomes: development and validation of the HI-TAG knowledgebase

    • Jodell E. Linder ;
    • Ran Tao ;
    • Ni Ketut Wilmayani ;
    • Marc Williams ;
    • Josh Peterson

    High-throughput assessment of genomic outcomes: development and validation of the HI-TAG knowledgebase


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    Framework for Assessing the Impact of Digital Technologies on Value and Outcomes in Healthcare

    • Allison Lipitz-Snyderman ;
    • Susan Chimonas ;
    • Gilad Kuperman

    Framework for Assessing the Impact of Digital Technologies on Value and Outcomes in Healthcare


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    How to Improve Digital Wellbeing Interventions? Preliminary Study of Factors Affecting Intervention Engagement, Impact, and Habit Formation

    • Aneta Lisowska ;
    • Shiri Lavy ;
    • Szymon Wilk ;
    • Mor Peleg

    How to Improve Digital Wellbeing Interventions? Preliminary Study of Factors Affecting Intervention Engagement, Impact, and Habit Formation


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    Opioid Tapering Application Pilot: Strategies, Facilitators, and Barriers to Implementation of a Clinical Decision Support Solution for Chronic Pain Management

    • Robin Littlejohn ;
    • Kristen Miller ;
    • Sadaf Kazi ;
    • Christopher Washington ;
    • Zach McGill ;
    • Doug DeBold ;
    • Emma Eikermann ;
    • Shrey Mathur ;
    • Joseph Blumenthal ;
    • Shrenikkumar Shah ;
    • Christopher Bonk ;
    • Ronald Romero Barrientos ;
    • Aaron Hettinger ;
    • Roland Gamache

    Opioid Tapering Application Pilot: Strategies, Facilitators, and Barriers to Implementation of a Clinical Decision Support Solution for Chronic Pain Management


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    Signaling Sepsis Clinical Decision Support Pilot: Iterative Design, Implementation, and Evaluation

    • Robin Littlejohn ;
    • Christopher Bonk ;
    • Laura Schubel ;
    • Willie Horne ;
    • Kristina Mobley ;
    • Joel McAlduff ;
    • Kristen Miller

    Signaling Sepsis Clinical Decision Support Pilot: Iterative Design, Implementation, and Evaluation


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    Leveraging Natural Language Processing Tool to Identify Eligible Lung Cancer Screening Patients in the Electronic Health Record

    • Siru Liu ;
    • Allison McCoy ;
    • Bryan Steitz ;
    • Adam Wright

    Leveraging Natural Language Processing Tool to Identify Eligible Lung Cancer Screening Patients in the Electronic Health Record


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    Profiling Tox21 Bioassay Towards Drug Repurposing for Rare Diseases

    • Fang Liu ;
    • Yanji Xu ;
    • Jaleal Sanjak ;
    • Andrew Patt ;
    • Ruili Huang ;
    • Chunxu Qu ;
    • Qian Zhu

    Profiling Tox21 Bioassay Towards Drug Repurposing for Rare Diseases


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    Part Time MD Program Students’ Perception Towards Clinical Informatics

    • Jialin Liu ;
    • Siru Liu

    Part Time MD Program Students’ Perception Towards Clinical Informatics


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    Knowledge-Driven Online Multimodal Automated Phenotyping System

    • Molei Liu ;
    • Sara Morini ;
    • Xin Xiong ;
    • Chuan Hong ;
    • Clara-Lea Bozel ;
    • Vidul Panikan ;
    • Everett Rush ;
    • Yuk-Lam Ho ;
    • Kelly Cho ;
    • Michael Gaziano ;
    • Katherine Liao ;
    • Tianxi Cai ;
    • Tianrun Cai

    Knowledge-Driven Online Multimodal Automated Phenotyping System


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    Opportunities to Improve Forensic Mental Health Care through Digital Health Tools

    • Brian Lo ;
    • Colin Chu ;
    • Damian Jankowicz ;
    • Sandy Simpson ;
    • Tania Tajirian ;
    • Treena Wilkie

    Opportunities to Improve Forensic Mental Health Care through Digital Health Tools


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    Reconciling Allergy Information for Medication Challenge Test Using Natural Language Processing

    • Ying-Chih Lo ;
    • Sheril Varghese ;
    • Suzanne Blackley ;
    • Frank Chang ;
    • Oliver James ;
    • Kimberly Blumenthal ;
    • Foster Goss ;
    • Li Zhou

    Reconciling Allergy Information for Medication Challenge Test Using Natural Language Processing


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    Designing and Refining A Pain Intensity Information Visualization Scale to Improve Hmong Patient-Provider Communication

    • Maichou Lor ;
    • Nancy Yang

    Designing and Refining A Pain Intensity Information Visualization Scale to Improve Hmong Patient-Provider Communication


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    Patient Request for Correction Using HL7® FHIR®

    • Virginia Lorenzi ;
    • David Hay ;
    • Lisa Nelson ;
    • John Keyes ;
    • Debi Willis

    Patient Request for Correction Using HL7® FHIR®


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    Normalization of free-text annotated entries increases accuracy of diagnoses coding for quality reporting

    • Amy L. Loriaux ;
    • Ann Phillips ;
    • Greg Aldin ;
    • Andrew Kanter

    Normalization of free-text annotated entries increases accuracy of diagnoses coding for quality reporting


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    Evaluation of Shared Decision-Making for Concomitant Warfarin and NSAID Medications using the DDInteract App

    • Ainhoa Gomez Lumbreras ;
    • Thomas Reese ;
    • Guilherme Del Fiol ;
    • Jason Hurwitz ;
    • Kensaku Kawamoto ;
    • Mary Brown ;
    • Richard Boyce ;
    • Daniel Malone

    Evaluation of Shared Decision-Making for Concomitant Warfarin and NSAID Medications using the DDInteract App


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    Racial and ethnic disparities in the use of computed tomography with angiography (CTA) for the diagnosis of pulmonary embolism (PE)

    • Dee Luo ;
    • Katherine Dauber-Decker ;
    • Jeffrey Solomon ;
    • Yan Liu ;
    • Michael Qiu ;
    • Shreya Sanghani ;
    • Safiya Richardson

    Racial and ethnic disparities in the use of computed tomography with angiography (CTA) for the diagnosis of pulmonary embolism (PE)


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    Using structured knowledge to help identify and prevent M-bias

    • Scott A. Malec ;
    • Steve Albert

    Using structured knowledge to help identify and prevent M-bias


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    Building Trust in Research Through Information and Intent Transparency with Health Information

    • Sabrina Mangal ;
    • Leslie Park ;
    • Meghan Reading Turchioe ;
    • Jacky Choi ;
    • Stephanie Nino de Rivera ;
    • Annie Myers ;
    • Parag Goyal ;
    • Lydia Dugdale ;
    • Ruth Masterson Creber

    Building Trust in Research Through Information and Intent Transparency with Health Information


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    Patient Experiences with a Technology-Facilitated N-of-1 Clinical Trial for Shared Decision-Making about Beta-Blocker Medication Usage

    • Sabrina Mangal ;
    • Maryam Hyder ;
    • Hannah Curtis ;
    • Kate Zarzuela ;
    • Mahad Musse ;
    • Christina Ramasami ;
    • Monika Safford ;
    • Mark Lachs ;
    • Parag Goyal

    Patient Experiences with a Technology-Facilitated N-of-1 Clinical Trial for Shared Decision-Making about Beta-Blocker Medication Usage


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    Using Linked Registry–Electronic Health Records to Examine Long-term Outcomes of Medical Devices

    • Jialin Mao ;
    • Michael Matheny ;
    • Philip Goodney ;
    • Art Sedrakyan

    Using Linked Registry–Electronic Health Records to Examine Long-term Outcomes of Medical Devices


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    Identifying Patients from Sentences: A Label-to-Label Classification Model to Predict Who May Benefit from Pulmonary Rehabilitation

    • Jacob A. Martin ;
    • Arnab Chowdhury ;
    • Gary Weissman

    Identifying Patients from Sentences: A Label-to-Label Classification Model to Predict Who May Benefit from Pulmonary Rehabilitation


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    Empowering Patients to Address Diabetes Care Gaps: Usability Study of a Novel Patient Portal Intervention

    • William Martinez ;
    • Jared Cobb ;
    • Sapna Gangaputra ;
    • Amber Hackstadt ;
    • Lindsay Mayberry ;
    • Lyndsay Nelson ;
    • Neeraja Peterson ;
    • S. Trent Rosenbloom ;
    • Zhihong Yu ;
    • Tom Elasy

    Empowering Patients to Address Diabetes Care Gaps: Usability Study of a Novel Patient Portal Intervention


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    Validation of a Smartphone Pupillometer in Healthy Subjects

    • Anthony Maxin ;
    • Bernice Gulek ;
    • Chungeun Lee ;
    • Do Lim ;
    • Ilya Buzytsky ;
    • Robin Alfiery ;
    • Randall Bly ;
    • Michael Levitt ;
    • Cory Kelly ;
    • Lynn McGrath

    Validation of a Smartphone Pupillometer in Healthy Subjects


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    Explaining Alerts from a Pediatric Deterioration Prediction Model Using Clinical Text

    • Anoop Mayampurath ;
    • Kyle Carey ;
    • Priti Jani ;
    • Majid Afshar ;
    • Matthew Churpek ;
    • Dmitry Dligach

    Explaining Alerts from a Pediatric Deterioration Prediction Model Using Clinical Text


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    The AIM-AHEAD Data Science Training Core

    • Peter McGarvey ;
    • Legand Burge

    The AIM-AHEAD Data Science Training Core


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    Health Information Technology Adoption and Utilization in Long-Term and Post-Acute Care Settings

    • Rebecca McGavin ;
    • Michelle Dougherty

    Health Information Technology Adoption and Utilization in Long-Term and Post-Acute Care Settings


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    Impact of Decision Support to Aid Consumers in Health Benefits Selection

    • Mollie McKillop ;
    • Karlis Draulis ;
    • Rezzan Hekmat ;
    • Jane Snowdon

    Impact of Decision Support to Aid Consumers in Health Benefits Selection


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    Promoting Early Intervention Program Referral and Retention using EHR-Based Referral and Bi-Directional Data Exchange

    • Katharine H. McVeigh ;
    • Nura Anwar ;
    • John Lyons ;
    • Tania Corporan ;
    • Catherine Canary ;
    • Arin A. Balalian ;
    • Samantha Bynoe ;
    • Mary McCord ;
    • Lidiya Lednyak

    Promoting Early Intervention Program Referral and Retention using EHR-Based Referral and Bi-Directional Data Exchange


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    Leveraging Novel Clinical Decision Support to Improve Preferred Language Documentation in a Quaternary Neonatal Intensive Care Unit

    • Osvaldo Mercado ;
    • Alex Ruan ;
    • Kathleen Gibbs ;
    • Bolu Oluwalade ;
    • Matthew Devine ;
    • Leah Carr

    Leveraging Novel Clinical Decision Support to Improve Preferred Language Documentation in a Quaternary Neonatal Intensive Care Unit


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    Patient Opening Rates for Open Notes

    • Chelsea L. Michael ;
    • Jing Wang ;
    • Chasity Walters ;
    • Gilad Kuperman

    Patient Opening Rates for Open Notes


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    Probing Radiology Patient Experience Feedbacks with Aspect-based Sentiment Analysis

    • Kurt Miller ;
    • Ming Huang ;
    • Sunyang Fu ;
    • Kris Abah ;
    • Andrea Maraboto Escarria ;
    • Kevin Peterson ;
    • Hongfang Liu ;
    • Lacey Hart ;
    • Nelly Tan

    Probing Radiology Patient Experience Feedbacks with Aspect-based Sentiment Analysis


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    Collaborative High Reliability Organization (HRO) Initiative in the Veterans Health Information Exchange (VHIE) Program

    • Sandra Mitchell ;
    • Gay Stahr ;
    • Todd Turner ;
    • Jeffery Anderson ;
    • Jonathan Nebeker

    Collaborative High Reliability Organization (HRO) Initiative in the Veterans Health Information Exchange (VHIE) Program


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    Mapping Family History Information from Clinical Narratives to Ontologies or Terminological Resources

    • Sungrim Moon ;
    • Liwei Wang ;
    • Xuan Chen ;
    • Nan Wang ;
    • Sheila Manemann ;
    • Nicholas Larson ;
    • Suzette Bielinski ;
    • Hongfang Liu

    Mapping Family History Information from Clinical Narratives to Ontologies or Terminological Resources


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    Validating Data-Driven Clinical Fingerprints as an Input Feature Representation

    • Marco Barbero Mota ;
    • Jorge L. Gamboa ;
    • John M. Still ;
    • Charles M. Stein ;
    • Vivian K. Kawai ;
    • Thomas Lasko

    Validating Data-Driven Clinical Fingerprints as an Input Feature Representation


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    Classification of oncology treatment responses from radiology reports with supervised machine learning

    • Luc Mottin ;
    • Jean-Philippe Goldman ;
    • Christoph Jäggli ;
    • Rita Achermann ;
    • Julien Gobeill ;
    • Julien Knafou ;
    • Julien Ehrsam ;
    • Alexandre Wicky ;
    • Camille Gérard ;
    • Tanja Schwenk ;
    • Mélinda Charrier ;
    • Petros Tsantoulis ;
    • Christian Lovis ;
    • Alexander Leichtle ;
    • Michael Kiessling ;
    • Olivier Michielin ;
    • Sylvain Pradervand ;
    • Vasiliki Foufi ;
    • Patrick Ruch

    Classification of oncology treatment responses from radiology reports with supervised machine learning


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    Leveraging Clinical Decision Support (CDS) for Reporting COVID-19 Admissions

    • Venugopal Mudgundi ;
    • Steve Coppola ;
    • Jose Alcantara ;
    • Balazs Zsenits ;
    • John Glynn ;
    • Karan Alag

    Leveraging Clinical Decision Support (CDS) for Reporting COVID-19 Admissions


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    Electronic Phenotyping to Identify Patients with Acute Coronary Syndrome

    • Masaharu Nakayama ;
    • Ryusuke Inoue

    Electronic Phenotyping to Identify Patients with Acute Coronary Syndrome


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    Investigating risk patterns for suicide attempts in diabetes patients using association rules mining

    • Ploypun Narindrarangkura ;
    • Patricia Alafaireet ;
    • Uzma Khan ;
    • Min Soon Kim

    Investigating risk patterns for suicide attempts in diabetes patients using association rules mining


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    Identifying risk factors of suicide attempts among people with diabetes using LASSO regression

    • Ploypun Narindrarangkura ;
    • Patricia Alafaireet ;
    • Uzma Khan ;
    • Min Soon Kim

    Identifying risk factors of suicide attempts among people with diabetes using LASSO regression


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    Validating Readability Measures on Online Health Information: A Preliminary Systematic Scoping Review

    • Anunita Nattam ;
    • Danny Wu

    Validating Readability Measures on Online Health Information: A Preliminary Systematic Scoping Review


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    Perceptions of Dietary Restrictions in Patients with Heart Failure

    • Chioma I. Ndukwe ;
    • Haleh Vatani ;
    • Barbara Di Eugenio ;
    • Richard Cameron ;
    • Andrew Boyd

    Perceptions of Dietary Restrictions in Patients with Heart Failure


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    Clinical Decision Support Intervention to Improve Nutritional Evaluation Consistency in Pediatric Patients with Feeding Tubes

    • Derek M. Ngai ;
    • Swetha Kotamraju ;
    • Phinga Do ;
    • Robin Luffy ;
    • Christine Winser-Bean ;
    • Jill Rockwell ;
    • Lauren Holloway ;
    • Victoria Wright ;
    • Meghana Sathe ;
    • Sarah Barlow

    Clinical Decision Support Intervention to Improve Nutritional Evaluation Consistency in Pediatric Patients with Feeding Tubes


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    Piloting Family Health History Chatbot with Crowd-Sourced Data Collection

    • Michelle H. Nguyen ;
    • Joao Sedoc ;
    • Casey Taylor

    Piloting Family Health History Chatbot with Crowd-Sourced Data Collection


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    Automated Evaluation of the Search Relevance Capability for Kp.org

    • Yizhao Ni ;
    • Ferosh Jacob ;
    • Priya Achuthan ;
    • Hui Wu ;
    • Faizan Javed

    Automated Evaluation of the Search Relevance Capability for Kp.org


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    Extending the Standard REDCap Dictionary Definitions Using REDCap

    • Andrew Niederhausern ;
    • Nadia Bahadur ;
    • Neil Shah ;
    • Fenil Gandhi ;
    • Alysha Insinga ;
    • Kimberly Chan ;
    • Laura Barton ;
    • John Philip ;
    • Chelsea Nichols

    Extending the Standard REDCap Dictionary Definitions Using REDCap


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    Regulatory Oversight and Public Perceptions of Prediction in Healthcare

    • Paige Nong ;
    • Jodyn Platt

    Regulatory Oversight and Public Perceptions of Prediction in Healthcare


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    Show-Me ECHO: Understanding behavior change and utilization of healthcare system through claims data analysis

    • Olabode Ogundele ;
    • Mirna Becevic

    Show-Me ECHO: Understanding behavior change and utilization of healthcare system through claims data analysis


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    Detecting Patterns of Chemotherapy Administration Using Cluster Analysis in Breast Cancer Patients

    • Julia A. O'Rourke ;
    • Jeffrey Warnick ;
    • John Doole ;
    • jessamine winer-jones ;
    • Matvey Palchuk

    Detecting Patterns of Chemotherapy Administration Using Cluster Analysis in Breast Cancer Patients


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    The Smart Dementia Care Project

    • Dympna O'Sullivan ;
    • Jonathan Turner ;
    • Ciaran Nugent ;
    • Damon Berry ;
    • Michael Wilson ;
    • Julie Doyle

    The Smart Dementia Care Project


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    Preventing Employee Absenteeism in Healthcare Settings with Bias-less Estimation of Personality Traits Based on Color Psychological Preferences

    • Shintaro Oyama ;
    • Keiko Yamashita

    Preventing Employee Absenteeism in Healthcare Settings with Bias-less Estimation of Personality Traits Based on Color Psychological Preferences


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    Artificial Intelligence, Design and Telemedicine: non-stigmatizing devices for symptoms relief

    • Viviana Paolini ;
    • Marco Prenassi ;
    • Serena Narbone ;
    • Vanni Lughi ;
    • Andrea Petronio ;
    • Linda Borellini ;
    • Davide Villa ;
    • Simone Paternich ;
    • Sara Marceglia

    Artificial Intelligence, Design and Telemedicine: non-stigmatizing devices for symptoms relief


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    Adherence to home telemonitoring and its effects on blood glucose control for diabetes in the real-world setting

    • Sulki Park ;
    • Hye-Chung Kum ;
    • Mark Lawley

    Adherence to home telemonitoring and its effects on blood glucose control for diabetes in the real-world setting


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    An Informatics Infrastructure for Collecting, Quantifying, and Synthesizing Resident Education Progress

    • Rimma Perotte ;
    • Paarth Raj ;
    • Joseph Underwood ;
    • Christina Hajicharalambous

    An Informatics Infrastructure for Collecting, Quantifying, and Synthesizing Resident Education Progress


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    Building a Breast Cancer Learning Health System

    • Jeremy Petch ;
    • Christopher Pettengell ;
    • Jessica Bogach ;
    • Alexandra Allard-Coutu ;
    • Steven Aviv ;
    • Gregory Pond ;
    • Joel Kemppainen ;
    • Mark Levine

    Building a Breast Cancer Learning Health System


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    Shared Decision Making Tools Implemented in the EHR: A Scoping Review

    • Joni H. Pierce ;
    • Jorie M. Butler ;
    • Teresa Taft ;
    • W. Wayne Richards ;
    • Mary M. McFarland ;
    • Kensaku Kawamoto ;
    • Guilherme Del Fiol ;
    • Charlene Weir

    Shared Decision Making Tools Implemented in the EHR: A Scoping Review


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    An Interpretable Machine Learning Approach to Prioritizing Factors Contributing to Clinician Burnout

    • Malvika Pillai ;
    • Karthik Adapa ;
    • Lukasz Mazur

    An Interpretable Machine Learning Approach to Prioritizing Factors Contributing to Clinician Burnout


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    Sampling Adverse Drug Events in Outpatient Clinical Notes for Natural Language Processing Tasks

    • Joseph M. Plasek ;
    • Abigail Salem ;
    • Stuart Lipsitz ;
    • Mary Amato ;
    • Dinah Foer ;
    • Heba Edrees ;
    • Suzanne Blackley ;
    • Brett South ;
    • Amol Rajmane ;
    • Mario Lorenzo ;
    • Paul Felt ;
    • Brendan Bull ;
    • Gretchen Purcell Jackson ;
    • Henry Feldman ;
    • David Bates ;
    • Li Zhou

    Sampling Adverse Drug Events in Outpatient Clinical Notes for Natural Language Processing Tasks


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    Epidemiological topology data analysis links severe COVID-19 to RAAS and hyperlipidemia associated metabolic syndrome conditions

    • Daniel Platt ;
    • Aritra Bose ;
    • Chaya Levovitz ;
    • Kahn Rhrissorrakrai ;
    • Laxmi Parida

    Epidemiological topology data analysis links severe COVID-19 to RAAS and hyperlipidemia associated metabolic syndrome conditions


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    Towards Equitable Enrollment into a Clinical Trial of a Digital Health Intervention using Multi-Pronged Recruitment Strategy

    • Savanna Plombon ;
    • Robert Rudin ;
    • Jorge Sulca Flores ;
    • Gillian Goolkasian ;
    • Dinah Foer ;
    • Jorge Rodriguez ;
    • Anuj Dalal

    Towards Equitable Enrollment into a Clinical Trial of a Digital Health Intervention using Multi-Pronged Recruitment Strategy


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    Implementing a Behavioral Health Group Scheduling and Therapy System

    • Saeid Pournejati ;
    • David Hendricks ;
    • Heather Bixby ;
    • Sina Madani

    Implementing a Behavioral Health Group Scheduling and Therapy System


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    Creation of an Operational Dashboard Facilitates Implementation of 4M's into Primary Care

    • James S. Powers ;
    • Shana Rhodes ;
    • Allison McCoy

    Creation of an Operational Dashboard Facilitates Implementation of 4M's into Primary Care


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    How physicians use EHR data to classify sensitive medical records? Thematic analysis

    • Venkata S V S. Pragada ;
    • Rishika Sharma ;
    • Adela Grando

    How physicians use EHR data to classify sensitive medical records? Thematic analysis


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    Systematic Review of the Quantitative Methods Used to Evaluate the Usability of electronic medication administration records (eMAR) and bar-coded medication administration (BCMA)

    • Zoe M. Pruitt ;
    • Sadaf Kazi ;
    • Raj Ratwani ;
    • Aaron Hettinger

    Systematic Review of the Quantitative Methods Used to Evaluate the Usability of electronic medication administration records (eMAR) and bar-coded medication administration (BCMA)


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    A Virtual Tumor Learning Health Systems using the Alicanto Platform

    • Yuri Quintana ;
    • David Einstein ;
    • Robin Joyce ;
    • Andrew Lyu

    A Virtual Tumor Learning Health Systems using the Alicanto Platform


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    Accelerated Data Curation of Colitis Cases

    • Protiva Rahman ;
    • Cheng Ye ;
    • Kate Mittendorf ;
    • Michele LeNoue-Newton ;
    • Christine Micheel ;
    • Daniel Fabbri

    Accelerated Data Curation of Colitis Cases


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    Evolution of Electronic Exchange of Public Health Vaccination Reporting and Queries in COVID-19 context: Minnesota Immunization Information System

    • Sripriya Rajamani ;
    • Maureen Leeds ;
    • Naomi Jiter ;
    • Aaron Bieringer

    Evolution of Electronic Exchange of Public Health Vaccination Reporting and Queries in COVID-19 context: Minnesota Immunization Information System


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    Pressure Injury Prevention: A Focused Care Approach Using Predictive Analytics

    • Thomas J. Reese ;
    • Antonio Hernandez ;
    • Daniel Byrne ;
    • Lance Mailloux ;
    • Henry Domenico ;
    • Ryan Moore ;
    • Jessica Williams ;
    • Adam Wright ;
    • Jennifer Slayton ;
    • Sonya Moore ;
    • Brian Douthit ;
    • Allison McCoy ;
    • Catherine Ivory

    Pressure Injury Prevention: A Focused Care Approach Using Predictive Analytics


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    Defining Long-Covid Profiles for Future Diagnoses Through Extensive Analysis of VA Covid-19 Data

    • Skyler Resendez ;
    • Hugo Sebastian Ruiz Ayala ;
    • Wilmon McCray ;
    • Steven Brown ;
    • Jonathan Nebeker ;
    • Diane Montella ;
    • Peter Elkin

    Defining Long-Covid Profiles for Future Diagnoses Through Extensive Analysis of VA Covid-19 Data


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    Using Data Assimilation to Predict Post-Operative Bariatric Surgery Glycemic Status in Adolescents

    • Lauren R. Richter ;
    • Benjamin Albert ;
    • Linying Zhang ;
    • Ilene Fennoy ;
    • David Albers ;
    • George Hripcsak

    Using Data Assimilation to Predict Post-Operative Bariatric Surgery Glycemic Status in Adolescents


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    Provider Burden Associated with Documenting Clinical Care in EHRs: National Survey Findings

    • Chelsea Richwine ;
    • Christian Johnson ;
    • Vaishali Patel

    Provider Burden Associated with Documenting Clinical Care in EHRs: National Survey Findings


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    Returning Study Results to Research Participants: Data Access, Format, and Sharing Preferences

    • Stephanie Nino de Rivera ;
    • Sabrina Mangal ;
    • Annie Myers ;
    • Meghan Reading Turchioe ;
    • Ruth Masterson Creber

    Returning Study Results to Research Participants: Data Access, Format, and Sharing Preferences


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    Preferences For Research Data Access and Ethical Implications of Data Sharing Among Older Adults

    • Stephanie Nino de Rivera ;
    • Sabrina Mangal ;
    • Annie Myers ;
    • Ruth Masterson Creber ;
    • Lydia Dugdale

    Preferences For Research Data Access and Ethical Implications of Data Sharing Among Older Adults


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    Translating SDTM Terminology and OMOP Vocabularies using the UMLS

    • William T. Roddy ;
    • Daniel Olson ;
    • Diane Corey ;
    • Ian Braun ;
    • Terrence McHugh ;
    • Emily Hartley ;
    • Smith Heavner ;
    • Ramona Walls

    Translating SDTM Terminology and OMOP Vocabularies using the UMLS


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    Leveraging EHR Audit Log Data to Unlock New Insights into Care Processes and Outcomes

    • Christian Rose ;
    • Robert Thombley ;
    • Morteza Noshad ;
    • Ron Li ;
    • Wendy Lu ;
    • Heather Clancy ;
    • David Schlessinger ;
    • Vincent Liu ;
    • Jonathan Chen ;
    • Julia Adler-Milstein

    Leveraging EHR Audit Log Data to Unlock New Insights into Care Processes and Outcomes


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    30-day unplanned readmission risk model performance and the COVID-19 pandemic

    • Bradley A. Rowland ;
    • Richa Bundy ;
    • Adam Moses ;
    • Ajay Dharod ;
    • Donna Williams

    30-day unplanned readmission risk model performance and the COVID-19 pandemic


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    Diffusion Tensor Imaging as a Biomarker for Pediatric Cardiac Arrest Outcomes

    • Joy Roy ;
    • Rafael Ceschin ;
    • Danielle Devine ;
    • Ashok Panigrahy ;
    • Ericka Fink

    Diffusion Tensor Imaging as a Biomarker for Pediatric Cardiac Arrest Outcomes


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    Unsupervised Learning to Profile Measles Outbreak Risk for US Counties

    • Boshu Ru ;
    • Stephanie Kujawski ;
    • Amar Das ;
    • Nelson Afanador ;
    • Richard Baumgartner ;
    • Manjiri Pawaskar

    Unsupervised Learning to Profile Measles Outbreak Risk for US Counties


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    Hacking Mental Health: A Vanderbilt Clinical Informatics Center Hackathon

    • Elise Russo ;
    • Allison McCoy ;
    • Thomas Reese ;
    • Cheryl Cobb ;
    • Neal Patel ;
    • Peter Shave ;
    • Adam Wright

    Hacking Mental Health: A Vanderbilt Clinical Informatics Center Hackathon


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    The role of individual-level socioeconomic status on bias of machine learning algorithm

    • Euijung Ryu ;
    • Katherine King ;
    • Sunghwan Sohn ;
    • Chung-Il Wi ;
    • Momin Malik ;
    • Richard Sharp ;
    • John Halamka ;
    • Young Juhn

    The role of individual-level socioeconomic status on bias of machine learning algorithm


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    Assessment of Natural Language Processing Methods to Predict Functional Pain Scores from Inpatient Clinical Notes

    • Agustina Saenz ;
    • Julie Vaughn ;
    • Jeffrey Schnipper ;
    • Moustafa Abdalla ;
    • William Boag

    Assessment of Natural Language Processing Methods to Predict Functional Pain Scores from Inpatient Clinical Notes


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    AutoScore-Ordinal: An Interpretable Machine Learning Framework for Generating Scoring Models for Ordinal Outcomes

    • Seyed Ehsan Saffari ;
    • Yilin Ning ;
    • Feng Xie ;
    • Bibhas Chakraborty ;
    • Victor Volovici ;
    • Roger Vaughan ;
    • Marcus Eng Hock Ong ;
    • Nan Liu

    AutoScore-Ordinal: An Interpretable Machine Learning Framework for Generating Scoring Models for Ordinal Outcomes


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    A Multidisciplinary System Design Workshop to Adapt Interoperable Clinical Decision Support Tools for Chronic Pain

    • Ramzi G. Salloum ;
    • Christina Guerrier ;
    • Laura Gonzalez Paz ;
    • Cara McDonnell ;
    • Lori Bilello ;
    • Francisco Martinez-Wittinghan ;
    • Maria Gutierrez ;
    • Ghania Masri ;
    • Ross Jones ;
    • Bryn Rhodes ;
    • Laura Marcial ;
    • Robert Hurley ;
    • Julie Dilulio ;
    • Laura Militello ;
    • Christopher Harle

    A Multidisciplinary System Design Workshop to Adapt Interoperable Clinical Decision Support Tools for Chronic Pain


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    Nowcasting PSH-AM: Towards Real-time Assessment of Paroxysmal Sympathetic Hyperactivity using Continuous Vital Sign Measurements in Neurocritical Units

    • Rohan Salvi ;
    • Md Fourkanul Islam ;
    • Sancharee Hom chowdhury $lastName ;
    • Jamie Podell ;
    • Peter Hu ;
    • Neeraj Badjatia ;
    • Lujie Chen

    Nowcasting PSH-AM: Towards Real-time Assessment of Paroxysmal Sympathetic Hyperactivity using Continuous Vital Sign Measurements in Neurocritical Units


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    Understanding Barriers and Facilitators to Resilient Cancer Care

    • Megan E. Salwei ;
    • Laurie Novak ;
    • Timothy Vogus ;
    • Leigh Anne Tang ;
    • Shilo Anders ;
    • Carrie Reale ;
    • Kim Unertl ;
    • Jason Slagle ;
    • Joyce Harris ;
    • Matthew Weinger ;
    • Daniel France

    Understanding Barriers and Facilitators to Resilient Cancer Care


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    Digital tools to help parents screen their child for autism are of low quality

    • Benjamin Sanders ;
    • Steven Bedrick ;
    • Luis Andres Rivas Vazquez ;
    • Sarabeth Broder-Fingert ;
    • Shannon A Brown ;
    • Jill K. Dolata ;
    • Eric Fombonne ;
    • Plyce Fuchu ;
    • Katharine E Zuckerman

    Digital tools to help parents screen their child for autism are of low quality


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    Acceptance and Use of a Mobile Yoga Application by Breast Cancer Survivors: A Brief Intervention Study

    • Sayantani Sarkar ;
    • Katherine Kim

    Acceptance and Use of a Mobile Yoga Application by Breast Cancer Survivors: A Brief Intervention Study


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    Mapping Clinical Notes to LOINC Document Ontology Using EHR Data

    • Shraboni Sarker ;
    • Md Kamruz Zaman Rana ;
    • Yahia Mohamed ;
    • Vasanthi Mandhadi ;
    • Xing Song ;
    • Abu Mosa ;
    • Lemuel Waitman ;
    • Praveen Rao

    Mapping Clinical Notes to LOINC Document Ontology Using EHR Data


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    Potential Patients’ Expressions of Values About Psychiatric Inpatient Care on TikTok

    • Anastasia Schaadhardt ;
    • Wanda Pratt

    Potential Patients’ Expressions of Values About Psychiatric Inpatient Care on TikTok


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    Clinical Decision Support in the Era of Machine Learning: Gaining Trust

    • Jessica M. Schwartz ;
    • Maureen George ;
    • Sarah Rossetti ;
    • Patricia Dykes ;
    • Simon Minshall ;
    • Eugene Lucas ;
    • Kenrick Cato

    Clinical Decision Support in the Era of Machine Learning: Gaining Trust


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    Assessing Pandemic Readiness to Promote Equity in Institutional Health IT

    • Yalini Senathirajah ;
    • David Kaufman ;
    • Kenrick Cato ;
    • Elizabeth Borycki ;
    • Andre Kushniruk ;
    • Pia Daniel ;
    • Bonnie Arqulla ;
    • Patricia Roblin

    Assessing Pandemic Readiness to Promote Equity in Institutional Health IT


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    Lessons learned from the implementation of 21st Century Cures Act in Pediatrics: When State and Federal Law Conflict

    • Sunil Seoparson ;
    • Avniel Shetreat-Klein ;
    • Joseph Kannry ;
    • Sandeep Gangadharan

    Lessons learned from the implementation of 21st Century Cures Act in Pediatrics: When State and Federal Law Conflict


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    Mobile apps for suicide prevention: Developing an evidence-based framework for essential features

    • Lydia Sequeira ;
    • Jessica Kemp ;
    • Iman Kassam ;
    • David Wiljer ;
    • John Strauss ;
    • Gillian Strudwick

    Mobile apps for suicide prevention: Developing an evidence-based framework for essential features


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    Assessment of Ownership of Smart Devices and the Acceptability of Digital Health Data Sharing among Duke Patients

    • Md Mobashir Hasan Shandhi ;
    • Natasha Janson ;
    • Geetika Singh ;
    • Baiying Lu ;
    • Jennifer Maddocks ;
    • Jessilyn Dunn

    Assessment of Ownership of Smart Devices and the Acceptability of Digital Health Data Sharing among Duke Patients


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    A Full and Approximated Model for Predicting Infection-Related Adverse Events in a Home Health Care Population

    • Jingjing Shang ;
    • Carlin Brickner ;
    • Jinyoun Song ;
    • David Russell ;
    • Margaret McDonald Dawn Dowding

    A Full and Approximated Model for Predicting Infection-Related Adverse Events in a Home Health Care Population


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    A Comprehensive List of Critical Needs in Emerging Trends in Health IT

    • Julia Sheehan ;
    • Sadaf Kazi ;
    • Tracy Kim ;
    • Ronald Romero Barrientos ;
    • Raliat Igwe ;
    • Kristen Miller

    A Comprehensive List of Critical Needs in Emerging Trends in Health IT