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    Network Analyses on Hyperlinked Online Resources for COVID-19 Vaccine

    • Meredith Abrams ;
    • Dongwen Wang

    Network Analyses on Hyperlinked Online Resources for COVID-19 Vaccine


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    Exploring the impact of perceived usability and cognitive workload on objective performance using supervised machine learning classifiers

    • Karthik Adapa ;
    • Shiva Das ;
    • Prithima Reddy ;
    • Fei Yu ;
    • Carlton Moore ;
    • Lukasz Mazur

    Exploring the impact of perceived usability and cognitive workload on objective performance using supervised machine learning classifiers


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    Assessing Data Quality of Higher Frequency Time Series Vital Signs Captured in Intensive Care Units

    • Ali S. Afshar ;
    • Yijun Li ;
    • zixu chen ;
    • Yuxuan Chen ;
    • Jae Lee ;
    • Darius Irani ;
    • Aidan Crank ;
    • Digvijay Singh ;
    • Michael Kanter ;
    • Nauder Faraday ;
    • Hadi Kharrazi

    Assessing Data Quality of Higher Frequency Time Series Vital Signs Captured in Intensive Care Units


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    Detecting Major Depressive Disorder from Clinical Notes using Neural Language Models with Distant Supervision

    • Bhavani Singh Agnikula Kshatriya ;
    • Nicolas A. Nunez ;
    • Manuel Gardea-Resendez ;
    • Euijung Ryu ;
    • Brandon J. Coombes ;
    • Sunyang Fu ;
    • Mark A. Frye ;
    • Joanna Biernacka ;
    • Yanshan Wang

    Detecting Major Depressive Disorder from Clinical Notes using Neural Language Models with Distant Supervision


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    Building a Self-Service Analytics Ecosystem for Program Data Sharing and Dashboards (NIH ‘All of Us’ Precision Medicine Initiative)

    • Toufeeq Ahmed

    Building a Self-Service Analytics Ecosystem for Program Data Sharing and Dashboards (NIH ‘All of Us’ Precision Medicine Initiative)


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    Machine Learning for Predicting Hospital Acquired Pressure Injuries in ICU Patients: From Explainable AI to Ensemble Super Learners

    • Jenny Alderden ;
    • Andrew Wilson ;
    • Sergey Krikov ;
    • Jonathan Dimas ;
    • Ryan Butcher ;
    • Tracey Yap

    Machine Learning for Predicting Hospital Acquired Pressure Injuries in ICU Patients: From Explainable AI to Ensemble Super Learners


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    Colonizing Microbiome as a Determinant of COVID-19 Outcome: A Pilot Study

    • Alexander V. Alekseyenko ;
    • Bashir Hamidi ;
    • Stephane Meystre

    Colonizing Microbiome as a Determinant of COVID-19 Outcome: A Pilot Study


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    Evaluating the Utility of a Prototype Clinical Decision Support Tool for Chronic Pain Treatment Choices in Primary Care

    • Katie S. Allen ;
    • Elizabeth C. Danielson ;
    • Sarah M. Downs ;
    • Olena Mazurenko ;
    • Julie DiIulio ;
    • Burke Mamlin ;
    • Christopher A. Harle

    Evaluating the Utility of a Prototype Clinical Decision Support Tool for Chronic Pain Treatment Choices in Primary Care


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    Extracting Social Variables from Clinical Documentation to Better Facilitate Response to Patient Need

    • Katie S. Allen ;
    • Daniel Hood ;
    • Jonathan Cummins ;
    • Suranga N. Kasthurirathne ;
    • Peter J. Embi ;
    • Joshua R. Vest

    Extracting Social Variables from Clinical Documentation to Better Facilitate Response to Patient Need


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    Policy Alienation as a Source of HITECH Act-Related Burnout

    • Joseline Amado ;
    • Yousef Latif ;
    • Mustafa I. Hussain

    Policy Alienation as a Source of HITECH Act-Related Burnout


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    Understanding the use of pharmacological knowledge bases in clinical care

    • Shilo Anders ;
    • Laurie L. Novak ;
    • Nawshin Kutub ;
    • Carrie Reale ;
    • Daniel France ;
    • Christopher L. Simpson ;
    • Courtney A. Vanhouten ;
    • Karlis Draulis ;
    • Rubina F. Rizvi ;
    • Tiffani J. Bright ;
    • Gretchen P. Jackson ;
    • Anita M. Preininger

    Understanding the use of pharmacological knowledge bases in clinical care


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    COVID-19 Trial eSource Data Capture Efficiencies using OneSource

    • Adam L. Asare ;
    • Alejandra Jauregui ;
    • Andrew D. Robinson ;
    • Cal Collins ;
    • Mitra Rocca ;
    • Heidi M. Collins ;
    • Laura J. Esserman ;
    • Kathleen Liu

    COVID-19 Trial eSource Data Capture Efficiencies using OneSource


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    Impact of Coronavirus-2019 on Pediatric and Adult Heart Transplantation Waitlist Activity and Mortality in the United States: A Descriptive Approach

    • Awais Ashfaq ;
    • Geoffrey M. Gray ;
    • Jennifer Carapellucci ;
    • Ernest Amankwah ;
    • Luis M. Ahumada ;
    • Mohamed A. Rehman ;
    • Michael Puchalski ;
    • Andrew Smith ;
    • James Quintessenza ;
    • Alfred Asante-Korang

    Impact of Coronavirus-2019 on Pediatric and Adult Heart Transplantation Waitlist Activity and Mortality in the United States: A Descriptive Approach


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    Ensuring Covid patient end-of-life goals documented in an eMolst are honored through a novel and scalable health information exchange

    • Jonathan Austrian ;
    • Alex Low ;
    • Victoria Javier ;
    • Christine Wilkins

    Ensuring Covid patient end-of-life goals documented in an eMolst are honored through a novel and scalable health information exchange


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    A Machine Learning Approach to Identify EHR-based Cohorts of Pain Sensitivity for Genetic Analysis

    • Amelia J. Averitt ;
    • Nilanjana Banerjee ;
    • Michael Cantor

    A Machine Learning Approach to Identify EHR-based Cohorts of Pain Sensitivity for Genetic Analysis


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    A Monte Carlo Estimation of the Narrow-Sense Heritability of COVID-19 Infection and Severity from AncestryDNA Survey Data

    • Amelia J. Averitt ;
    • Deepika Sharma ;
    • Michael Cantor

    A Monte Carlo Estimation of the Narrow-Sense Heritability of COVID-19 Infection and Severity from AncestryDNA Survey Data


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    Dashboard for Machine Learning Models in Health Care

    • Wejdan H. Bagais ;
    • Janusz Wojtusiak

    Dashboard for Machine Learning Models in Health Care


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    Use of Geomapping and Data-driven Personas to Target Intervention for At-risk Patients with Diabetes

    • Adarsha S. Bajracharya ;
    • Soussan Djamasbi ;
    • Gaayathri Sankar ;
    • Qiming Shi ;
    • Daniel J. Amante

    Use of Geomapping and Data-driven Personas to Target Intervention for At-risk Patients with Diabetes


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    Electronic Health Record Use for Improving Patient Outcomes for School-Aged Children with Chronic Conditions

    • Christina Baker ;
    • Figaro Loresto

    Electronic Health Record Use for Improving Patient Outcomes for School-Aged Children with Chronic Conditions


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    Planning Change Using the ADKAR Model: Establishing a Data Governance Program in the VHA Office of Community Care

    • Gina Baker ;
    • Francine Sandrow ;
    • Katharine Miller ;
    • Jianji Yang ;
    • Darby McKnight ;
    • Natalie Ngu

    Planning Change Using the ADKAR Model: Establishing a Data Governance Program in the VHA Office of Community Care


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    Evaluating HL7 FHIR Resources for Sharing Research Consent Data

    • M Katie Banasiewicz ;
    • Mark McEver ;
    • Douglas Conway ;
    • Alex Cheng ;
    • Colleen Lawrence ;
    • Leah Dunkel ;
    • Paul Harris ;
    • Stephany Duda

    Evaluating HL7 FHIR Resources for Sharing Research Consent Data


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    Patient Perspectives on ‘FH Family Share,’ a Tool to Increase Uptake of Cascade Testing for Familial Hypercholesterolemia

    • Hana Bangash ;
    • Ahmed Makkawy ;
    • Justin H. Gundelach ;
    • Alexandra Miller ;
    • Aaron Leppin ;
    • Iftikhar J. Kullo

    Patient Perspectives on ‘FH Family Share,’ a Tool to Increase Uptake of Cascade Testing for Familial Hypercholesterolemia


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    Assessing the Use of Prescription Drugs in Obese Respondents in the National Health and Nutrition Examination Survey

    • Laura A. Barrett ;
    • Aiwen Xing ;
    • Elizabeth Steidley ;
    • Terrence J. Adam ;
    • Rui Zhang ;
    • Zhe He

    Assessing the Use of Prescription Drugs in Obese Respondents in the National Health and Nutrition Examination Survey


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    Asthmatic Patient Portal Messaging and Pollution

    • Marily Barron ;
    • Matthew Zaragoza-Watkins ;
    • Melissa McPheeters ;
    • Samuel T. Rosenbloom

    Asthmatic Patient Portal Messaging and Pollution


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    Towards effect estimation of COVID-19 Non-pharmaceutical Interventions

    • Vesna Barros ;
    • Victor Akinwande ;
    • Itay Manes ;
    • Osnat Bar-Shira ;
    • Celia Cintas ;
    • Yishai Shimoni ;
    • Michal Rosen-Zvi

    Towards effect estimation of COVID-19 Non-pharmaceutical Interventions


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    Text Mining on COVID-19 Publications

    • Mrigendra M. Bastola ;
    • Paul Fontelo

    Text Mining on COVID-19 Publications


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    A Mobile app to Stratify Deterioration Risk at Admission for COVID-19 Patients Using the Rothman Index

    • Joseph Beals IV ;
    • Jaime Barnes ;
    • Daniel Durand ;
    • Joan M. Rimar ;
    • Thomas Donohue ;
    • mahfuz hoq ;
    • Kathy Belk ;
    • Alpesh Amin ;
    • Michael Rothman

    A Mobile app to Stratify Deterioration Risk at Admission for COVID-19 Patients Using the Rothman Index


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    A Process for Multi-Stakeholder Governance of Patient Data Releases

    • Douglas S. Bell ;
    • Marianne Zachariah ;
    • Amanda L. Do ;
    • Carina V. Hampp ;
    • Karen Lopez ;
    • Michael A. Pfeffer

    A Process for Multi-Stakeholder Governance of Patient Data Releases


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    Supporting EHR-based Cohort Discovery Through User-centered Design: Results of an Early Formative Usability Study

    • Natalie C. Benda ;
    • Pascal Brandt ;
    • Jessica S. Ancker ;
    • Jennifer A. Pacheco ;
    • Prakash Adekkanattu ;
    • Guoqian Jiang ;
    • Jyotishman Pathak ;
    • Luke V. Rasmussen

    Supporting EHR-based Cohort Discovery Through User-centered Design: Results of an Early Formative Usability Study


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    Colorectal Polyp Extraction System (CoPEx): A Natural Language Processing Pipeline to Extract Colorectal Polyp Characteristics from Pathology Reports

    • Ryzen Benson ;
    • Candace Winterton ;
    • Maci Winn ;
    • Mei Liu ;
    • Noor Abu-el-rub ;
    • John F. Hurdle ;
    • Mike Conway ;
    • Andrew Gawron ;
    • Sheetal Hardikar

    Colorectal Polyp Extraction System (CoPEx): A Natural Language Processing Pipeline to Extract Colorectal Polyp Characteristics from Pathology Reports


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    Parent and Paraprofessional Use of Commercial Augmentative and Alternative Communication Devices with Non-verbal Autistic Young People

    • Ariana Bernstein ;
    • Jina Huh-Yoo ;
    • Andrea Forte

    Parent and Paraprofessional Use of Commercial Augmentative and Alternative Communication Devices with Non-verbal Autistic Young People


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    Understand the Role of Health Literacy in Relation to Social Determinants of Health: A Systematic Review

    • Shwetha S. Bindhu ;
    • Anunita Nattam ;
    • Catherine Xu ;
    • Tiffany Grant ;
    • Hexuan Liu ;
    • Danny T. Wu

    Understand the Role of Health Literacy in Relation to Social Determinants of Health: A Systematic Review


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    Case study in the development of a framework for quality and reproducibility in inner-sourced packages and self-service analytic dashboards to accelerate common study types

    • James A. Black ;
    • Nayan Chaudhary ;
    • Adam J. Forys ;
    • Sriraman Madhavan ;
    • Matthew Secrest ;
    • Kamil Wais

    Case study in the development of a framework for quality and reproducibility in inner-sourced packages and self-service analytic dashboards to accelerate common study types


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    Challenges in Designing A Notification System for Electronic Medical Records: an Exploration of User Expectations

    • Katherine Blondon

    Challenges in Designing A Notification System for Electronic Medical Records: an Exploration of User Expectations


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    Comparing Performance of Hip-worn and Wrist-worn Research-Grade Activity Monitors for Daily Activities

    • Katrina Boles ;
    • Malaika Gallimore ;
    • Chuka Emezue ;
    • Chelsea Howland ;
    • Amy Grimsley ;
    • Chase Jo-Ana ;
    • Allison Anbari ;
    • LeeAnne Sherwin ;
    • Blaine Reeder

    Comparing Performance of Hip-worn and Wrist-worn Research-Grade Activity Monitors for Daily Activities


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    Quantifying the Period Prevalence of Autoimmune Diseases Across the United States

    • Gagana Borra ;
    • Joshua M. Landman ;
    • Randi E. Foraker

    Quantifying the Period Prevalence of Autoimmune Diseases Across the United States


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    A comprehensive platform for induced pluripotent stem cell research data

    • Kirill Borziak ;
    • Irena Parvanova ;
    • Joseph Finkelstein

    A comprehensive platform for induced pluripotent stem cell research data


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    Challenges of comprehensive automatic coding of presenting complaints

    • Annie E. Bowles ;
    • Hannah Eyre ;
    • Scott L. DuVall ;
    • Olga V. Patterson

    Challenges of comprehensive automatic coding of presenting complaints


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    An Open-Source Engine for Decision Support and Workflow Automation

    • Aziz A. Boxwala ;
    • Mariano De Maio ;
    • Hank Wallace

    An Open-Source Engine for Decision Support and Workflow Automation


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    Expanding the secondary use of prostate cancer real world data: Automated Classifiers for Clinical and Pathological Stage

    • Selen Bozkurt ;
    • Tina Hernandez-Boussard

    Expanding the secondary use of prostate cancer real world data: Automated Classifiers for Clinical and Pathological Stage


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    Development of a multi-class deep-learning algorithm capable of diagnosing many histopathologic entities in digital pathology

    • Gregory T. Brown ;
    • Sudhir Sornapudi ;
    • Paul Fontelo

    Development of a multi-class deep-learning algorithm capable of diagnosing many histopathologic entities in digital pathology


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    How accurate is the Isabel diagnostic decision support system with patients presenting with acute symptoms of heart disease?

    • Katherine A. Brown ;
    • Hamish S. Fraser

    How accurate is the Isabel diagnostic decision support system with patients presenting with acute symptoms of heart disease?


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    Estimating Early Warning System Accuracy Prior to Implementation

    • Lusha Cao ;
    • Gerald Shaeffer ;
    • Meghan Galligan ;
    • Fuchiang Tsui ;
    • Robert W. Grundmeier ;
    • Vinay Nadkarni ;
    • Robert Sutton ;
    • Christopher Bonafide ;
    • Naveen Muthu

    Estimating Early Warning System Accuracy Prior to Implementation


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    Strategies to Engage Traditionally Marginalized Patients in Patient Portal

    • Heidi Carpenter ;
    • Jacqueline Antoun ;
    • Roman Gusdorf ;
    • Austin Triana ;
    • Elisa Friedman ;
    • Samuel T. Rosenbloom

    Strategies to Engage Traditionally Marginalized Patients in Patient Portal


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    Sepsis Prediction Using Semi-Supervised and Transfer Learning

    • John R. Caskey ;
    • Fereshteh Bashiri ;
    • Anoop Mayampurath ;
    • Nicole Dussault ;
    • Jay Dumanian ;
    • Sivasubramanium V. Bhavani ;
    • Kyle A. Carey ;
    • EMILY R. GILBERT ;
    • Christopher J. Winslow ;
    • Nirav Shah ;
    • Dana P. Edelson ;
    • Majid Afshar ;
    • Matthew M. Churpek

    Sepsis Prediction Using Semi-Supervised and Transfer Learning


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    Automatic Detection of Surgical Site Infections Using EHR Data

    • Arjun Chakraborty ;
    • Kevin Lybarger ;
    • Dustin Long ;
    • Vikas O. Shah ;
    • Meliha Yetisgen

    Automatic Detection of Surgical Site Infections Using EHR Data


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    A Generalizable and Scalable Distributed Processing Architecture for Guideline-Based Clinical Decision Support

    • Justin G. Chambers ;
    • Tanya Podchiyska ;
    • Samson Tu ;
    • Amy Robinson ;
    • Susana B. Martins ;
    • Michael Ashcraft ;
    • Mary K. Goldstein

    A Generalizable and Scalable Distributed Processing Architecture for Guideline-Based Clinical Decision Support


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    emrKBQA: Creating a Clinical Knowledge-Base Question Answering Dataset

    • Rachita Chandra ;
    • Preethi Raghavan ;
    • Jennifer J. Liang ;
    • Diwakar Mahajan ;
    • Peter Szolovits

    emrKBQA: Creating a Clinical Knowledge-Base Question Answering Dataset


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    Towards Clinically Relevant Explanations for Type-2 Diabetes Risk Prediction with the Explanation Ontology

    • Shruthi Chari ;
    • Prithwish Chakraborty ;
    • Oshani Seneviratne ;
    • Mohamed Ghalwash ;
    • Daniel M. Gruen ;
    • Daby Sow ;
    • Deborah L. McGuinness

    Towards Clinically Relevant Explanations for Type-2 Diabetes Risk Prediction with the Explanation Ontology


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    AM2BERT: attention guided and regularized transformer-based multi-label classification model for COVID-19 literature curation

    • Qingyu Chen ;
    • Jingcheng Du ;
    • Alexis Allot ;
    • Zhiyong Lu

    AM2BERT: attention guided and regularized transformer-based multi-label classification model for COVID-19 literature curation


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    Localize the Implementation of FDA List of Confusable Drug Names with the Application of Taiwan National Health Insurance Database: A Study of Text Similarity Computation with Real-World Data

    • Ya-Lin Chen ;
    • Hsuan-Chia Yang ;
    • Der-Ming Liou

    Localize the Implementation of FDA List of Confusable Drug Names with the Application of Taiwan National Health Insurance Database: A Study of Text Similarity Computation with Real-World Data


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    Early Prediction of Autism Spectrum Disorder Using Health Claims Data

    • Yu-Hsin Chen ;
    • Qiushi Chen ;
    • Lan Kong ;
    • Guodong Liu

    Early Prediction of Autism Spectrum Disorder Using Health Claims Data


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    Data Coordination for Multi-Site Clinical Trials Using the REDCap Application Programming Interface

    • Alex C. Cheng ;
    • Mark McEver ;
    • Francesco Delacqua ;
    • Adam Lewis ;
    • Patrick Newman ;
    • Paul Harris

    Data Coordination for Multi-Site Clinical Trials Using the REDCap Application Programming Interface


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    eConsent Process Framework

    • Benjamin S. Chisum ;
    • Kevin M. Johnson ;
    • James Ruesch ;
    • Patti Spencer ;
    • Pallavi RanadeKharkar

    eConsent Process Framework


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    Usability of Clinical Decision Support System for Nursing Care Planning in Palliative Care: Heuristic Evaluation

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

    Usability of Clinical Decision Support System for Nursing Care Planning in Palliative Care: Heuristic Evaluation


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    A Qualitative Exploration of Nurses’ Numeracy and Understanding of Predictive Models

    • Insook Cho ;
    • MeeRa Song ;
    • So Yun Shim ;
    • So Young Dan

    A Qualitative Exploration of Nurses’ Numeracy and Understanding of Predictive Models


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    Designing a Data Quality Characterization Tool for Fitness Tracker Data

    • Sylvia Cho ;
    • Karthik Natarajan

    Designing a Data Quality Characterization Tool for Fitness Tracker Data


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    Tracking the Evolution of COVID-19 via Temporal Comorbidity Analysis from Multi-Modal Data

    • Sutanay Choudhury ;
    • Khushbu Agarwal ;
    • Colby Ham ;
    • Pritam Mukherjee ;
    • Siyi Tang ;
    • Sindhu Tipirneni ;
    • Veysel Kocaman ;
    • Suzanne Tamang ;
    • Robert Rallo ;
    • Chandan Reddy

    Tracking the Evolution of COVID-19 via Temporal Comorbidity Analysis from Multi-Modal Data


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    Using Deep Neural Network Binary Classifiers to Infer MeSH Publication Types

    • Victor Cid ;
    • James G. Mork

    Using Deep Neural Network Binary Classifiers to Infer MeSH Publication Types


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    National COVID Cohort Collaborative (N3C) Case-control Buddies

    • G. Marshall Clark ;
    • Adam M. Lee ;
    • Emily Pfaff ;
    • Kristin Kostka ;
    • Matvey B. Palchuk ;
    • Lora Lingrey ;
    • Michele Morris ;
    • Robert T. Miller

    National COVID Cohort Collaborative (N3C) Case-control Buddies


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    Healthcare System Performance on Unsafe Medication Orders in the 2019 CPOE Evaluation Tool

    • Zoe Co ;
    • Lisa Newmark ;
    • David Classen ;
    • Diane L. Seger ;
    • Melissa Danforth ;
    • Jessica Cole ;
    • David W. Bates

    Healthcare System Performance on Unsafe Medication Orders in the 2019 CPOE Evaluation Tool


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    Comparative Analysis of Telemedicine Services Before and During Pandemic

    • Wanting Cui ;
    • Joseph Finkelstein

    Comparative Analysis of Telemedicine Services Before and During Pandemic


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    Machine Learning for Time to Event Biomedical Research

    • Ioana Danciu ;
    • Greeshma Agasthya ;
    • Janet Tate ;
    • Amy C. Justice ;
    • Benjamin McMahon ;
    • Olga Ovchinnikova

    Machine Learning for Time to Event Biomedical Research


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    Disparities in Coded and Imputed Post-Traumatic Stress Disorder and Self-Harm Among US Veterans

    • Sharon E. Davis ;
    • Praveen Kumar ;
    • Nicolas R. Lauve ;
    • Sharidan Parr ;
    • Daniel Park ;
    • Michael E. Matheny ;
    • Gerardo Villarreal ;
    • George Uhl ;
    • Yiliang Zhu ;
    • Mauricio Tohen ;
    • Douglas J. Perkins ;
    • Christophe G. Lambert

    Disparities in Coded and Imputed Post-Traumatic Stress Disorder and Self-Harm Among US Veterans


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    An AI Model to Screen for the Novel Coronavirus in Emergency Department Clinical Notes

    • John Del Gaizo ;
    • Garett Hayes ;
    • Jihad S. Obeid

    An AI Model to Screen for the Novel Coronavirus in Emergency Department Clinical Notes


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    Leveraging Ontologies for the Aggregation of Normalized Pharmacy Content

    • Michael Denton ;
    • Tosh J. Kartchner ;
    • Jonathan Herbert ;
    • Dean Woolstenhulme

    Leveraging Ontologies for the Aggregation of Normalized Pharmacy Content


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    Assessing the Use of HL7® FHIR® Among Healthcare Apps

    • Brian J. Douthit ;
    • Guilherme Del Fiol ;
    • Chloe Canon ;
    • Jessica Branski ;
    • Titus K. Schleyer ;
    • Rachel Richesson

    Assessing the Use of HL7® FHIR® Among Healthcare Apps


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    Development of a Drug Allergy Alert Tiering Algorithm for Penicillins and Cephalosporins

    • Heba Edrees ;
    • Diane L. Seger ;
    • Ying-Chih Lo ;
    • David W. Bates ;
    • Li Zhou

    Development of a Drug Allergy Alert Tiering Algorithm for Penicillins and Cephalosporins


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    Keys to a Successful Public Health Information System Implementation: Experience with COVID-19 Vaccine Ordering System Development and Implementation Across the United States

    • Roua El Kalach ;
    • Lori Moore ;
    • Ulrica Andujar

    Keys to a Successful Public Health Information System Implementation: Experience with COVID-19 Vaccine Ordering System Development and Implementation Across the United States


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    Race and Ethnicity Agreement Between Medicaid, Health Information Exchange, and Electronic Health Records

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

    Race and Ethnicity Agreement Between Medicaid, Health Information Exchange, and Electronic Health Records


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    Usability and Accuracy Evaluation of the Fitbit Versa 3 Smart Watch Compared to Research-Grade Devices

    • Chuka Emezue ;
    • Chelsea Howland ;
    • Malaika Gallimore ;
    • Katrina Boles ;
    • Amy Grimsley ;
    • LeeAnne Sherwin ;
    • Allison Anbari ;
    • Chase Jo-Ana ;
    • Blaine Reeder

    Usability and Accuracy Evaluation of the Fitbit Versa 3 Smart Watch Compared to Research-Grade Devices


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    Observations on Documentation of Alcohol Use in Real-World Data

    • Emilia Farcas ;
    • Mike Hogarth ;
    • Alison Moore

    Observations on Documentation of Alcohol Use in Real-World Data


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    Implications of Clinical Bias When Building Electronic Algorithms for Medical Record Phenotyping: Lessons from Type 2 Diabetes Mellitus

    • Annika B. Faucon ;
    • Megan Shuey ;
    • Lea K. Davis ;
    • Nancy J. Cox

    Implications of Clinical Bias When Building Electronic Algorithms for Medical Record Phenotyping: Lessons from Type 2 Diabetes Mellitus


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    Cohort Discovery with Unified Medical Language System Query Expansion

    • Robert J. Fawcett ;
    • Ahmad S. Halwani ;
    • Kyle R. Hansen ;
    • Vikas V. Patil ;
    • Kelli M. Rasmussen ;
    • Daphne Friedman ;
    • Andrew Post

    Cohort Discovery with Unified Medical Language System Query Expansion


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    School District COVID-19 Response Policies Across Demographics

    • Ricky Flores ;
    • Ellen K. Kerns ;
    • Russell McCulloh ;
    • Aubree Honcoop ;
    • Martina A. Clarke

    School District COVID-19 Response Policies Across Demographics


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    COVID-19 concerns and interests differ with socioeconomic status: Twitter Analysis

    • Samah J. Fodeh ;
    • Sabrina Su ;
    • Aarthi Venkat ;
    • lisa Puglisi

    COVID-19 concerns and interests differ with socioeconomic status: Twitter Analysis


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    Symptom clustering of patients with suspected acute cornary syndrome at emergency department triage

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

    Symptom clustering of patients with suspected acute cornary syndrome at emergency department triage


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    A Machine Learning Approach to Predicting Time Needed for Outpatient Surgery and Patient Recovery at a Freestanding Ambulatory Surgery Center

    • Rodney A. Gabriel ;
    • Bhavya Harjai

    A Machine Learning Approach to Predicting Time Needed for Outpatient Surgery and Patient Recovery at a Freestanding Ambulatory Surgery Center


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    Telehealth Uptake and Continuing Usage During the COVID-19 Pandemic

    • Cheng Gao ;
    • Bradley A. Malin ;
    • You Chen

    Telehealth Uptake and Continuing Usage During the COVID-19 Pandemic


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    Leveraging Assets-Oriented, Data-Driven Approaches in Global Health Informatics Curricula

    • Grace Gao ;
    • Christie L. Martin ;
    • Michelle Wang ;
    • Matthew Byrne ;
    • Joyce Brettner

    Leveraging Assets-Oriented, Data-Driven Approaches in Global Health Informatics Curricula


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    Application of a Pharmacy Alert Management Program to Reduce Nuisance Medication Clinical Decision Support Alerts

    • Sean S. Garcia ;
    • Vera L. Taylor ;
    • Michael W. Mickan ;
    • Sandy Kyriakos ;
    • Nnaemeka G. Okafor

    Application of a Pharmacy Alert Management Program to Reduce Nuisance Medication Clinical Decision Support Alerts


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    Patient-Centered Care Practices in Secure Messaging: Qualitative Analysis of Interviews with VHA Primary Care Teams

    • Lynn A. Garvin ;
    • Emily Leonard ;
    • Linda Am ;
    • Timothy P. Hogan ;
    • Stephanie L. Shimada

    Patient-Centered Care Practices in Secure Messaging: Qualitative Analysis of Interviews with VHA Primary Care Teams


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    A Comparative Time-to-Event Analysis Across Health Systems

    • Mohamed Ghalwash ;
    • Prithwish Chakraborty ;
    • akira koseki ;
    • Hiroki Yanagisawa ;
    • Toshiya Iwamori ;
    • Ray Tokumasu ;
    • Masaki Makino ;
    • Ryosuke Yanagiya ;
    • Atsushi Suzuki ;
    • Michiharu Kudo ;
    • Daby Sow

    A Comparative Time-to-Event Analysis Across Health Systems


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    Utilizing Advanced Visualization Technology to Study Home Care Challenges

    • Denise Goldsmith ;
    • Sara Flash ;
    • Jim Holdnack ;
    • Patricia F. Brennan

    Utilizing Advanced Visualization Technology to Study Home Care Challenges


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    Self-Reported Symptoms for COVID-19 Public Health Surveillance: A Window to Social Determinants of Health

    • Hope G. Gray ;
    • Mohanraj Thirumalai ;
    • Wayne H. Liang ;
    • James J. Cimino ;
    • Sue Feldman

    Self-Reported Symptoms for COVID-19 Public Health Surveillance: A Window to Social Determinants of Health


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    Design, Development, and Usability of a Hypertension Medication Self-Management Conversational Agent (Medicagent)

    • Ashley C. Griffin ;
    • Stacy Bailey ;
    • Saif Khairat ;
    • Yue Wang ;
    • Jaime Arguello ;
    • Arlene E. Chung

    Design, Development, and Usability of a Hypertension Medication Self-Management Conversational Agent (Medicagent)


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    Digital Methodology for Mobile Clinical Decision Support Development

    • Amy Grimsley ;
    • Katrina Boles ;
    • Chelsea Howland ;
    • Chuka Emezue ;
    • Malaika Gallimore ;
    • LeeAnne Sherwin ;
    • Chase Jo-Ana ;
    • Blaine Reeder ;
    • Allison Anbari

    Digital Methodology for Mobile Clinical Decision Support Development


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    Impact of Comorbidity Profiles on Pain Trajectories in Breast Cancer Patients by Using Electronic Health Record Data

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

    Impact of Comorbidity Profiles on Pain Trajectories in Breast Cancer Patients by Using Electronic Health Record Data


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    YouTube Video Analytics for COVID-19 Literacy

    • Yawen Guo ;
    • Xiao Liu ;
    • Anjana Susarla ;
    • Rema Padman

    YouTube Video Analytics for COVID-19 Literacy


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    Parkinson and movement disorders ontology for clinically-oriented and clinicians-driven data mining of multi-center cohorts in Parkinson's disease.

    • Deepak K. Gupta ;
    • Massimo Marano ;
    • Raj Aurora ;
    • James Boyd ;
    • Satya S. Sahoo

    Parkinson and movement disorders ontology for clinically-oriented and clinicians-driven data mining of multi-center cohorts in Parkinson's disease.


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    A Mixed-Methods Evaluation of Telehealth Adoption in Frontier Critical Access Hospitals

    • Saira N. Haque ;
    • Alison Banger ;
    • Sydney DeStephano ;
    • Regina Rutledge ;
    • Melissa Romaire

    A Mixed-Methods Evaluation of Telehealth Adoption in Frontier Critical Access Hospitals


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    Enhancing Clinical Relevance of Health Behavior Insights via Semantics

    • Jonathan Harris ;
    • Deborah L. McGuinness ;
    • Marco Monti ;
    • Oshani Seneviratne ;
    • Mohammed Zaki ;
    • Ching-Hua Chen

    Enhancing Clinical Relevance of Health Behavior Insights via Semantics


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    Promoting Use of Common Data Elements in Research Studies

    • Paul A. Harris ;
    • Rob Taylor ;
    • Vaishali Jagtap ;
    • Douglas Conway ;
    • Stephany Duda ;
    • Alex Cheng

    Promoting Use of Common Data Elements in Research Studies


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    COVID-19 Dashboard: Visual Exploration of the Regional Pandemic Trend

    • Huan He ;
    • Liwei Wang ;
    • Andrew Wen ;
    • Ming Huang ;
    • Yanshan Wang ;
    • Hongfang Liu

    COVID-19 Dashboard: Visual Exploration of the Regional Pandemic Trend


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    Overview and Descriptive Analysis of a New Ontology for Normalizing Section Types in Unstructured Clinical Notes

    • Paul M. Heider ;
    • Stephane Meystre

    Overview and Descriptive Analysis of a New Ontology for Normalizing Section Types in Unstructured Clinical Notes


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    Evaluating the Downstream Performance Impact of Various Common Off-the-Shelf Clinical NLP Components

    • Paul M. Heider ;
    • Stephane Meystre

    Evaluating the Downstream Performance Impact of Various Common Off-the-Shelf Clinical NLP Components


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    Integrating Medical and Dental Histories for Translational Science

    • Darren W. Henderson ;
    • Malini S. Kirakodu ;
    • James R. Aaron ;
    • Tamela J. Harper ;
    • Daniel R. Harris ;
    • Jeffery C. Talbert ;
    • Luciana M. Shaddox

    Integrating Medical and Dental Histories for Translational Science


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    Development of a Health Equity Integration Dashboard (HEID) using Race Ethnicity and Language (REaL) Data in a Pediatric Hospital Setting: Lessons Learned in Visual Strategies and Key Data Elements

    • Raquel G. Hernandez ;
    • Paola B. Dees ;
    • Joann DeRosa ;
    • Fiorella Gonzalez ;
    • Christine Hammerschmidt ;
    • John Morrison ;
    • Benton Ng ;
    • Ashish B. Shah ;
    • Luis M. Ahumada

    Development of a Health Equity Integration Dashboard (HEID) using Race Ethnicity and Language (REaL) Data in a Pediatric Hospital Setting: Lessons Learned in Visual Strategies and Key Data Elements


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    Expanding Exposure Notification Verification Code Issuance in WA State

    • Amanda Higgins ;
    • Shannon O'Keefe ;
    • Bryant Thomas Karras

    Expanding Exposure Notification Verification Code Issuance in WA State


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    Identifying Narrative Documentation of Clinician Concern about Patient Deterioration in Home Healthcare: A Text Mining Study

    • Mollie Hobensack ;
    • Jiyoun Song ;
    • Maryam Zolnoori ;
    • Marietta Ojo ;
    • Kathryn H. Bowles ;
    • Sena Chae ;
    • Erin E. Kennedy ;
    • Margaret McDonald ;
    • Maxim Topaz

    Identifying Narrative Documentation of Clinician Concern about Patient Deterioration in Home Healthcare: A Text Mining Study


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    The Impact of Quality Feedback and Reporting on Hospital EHR Medication Safety Improvement

    • A Jay Holmgren ;
    • David W. Bates

    The Impact of Quality Feedback and Reporting on Hospital EHR Medication Safety Improvement


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    Validating the Value and the Usability of Real-Time Prescription Benefit Data

    • Megan A. Holsopple ;
    • Kyle Campbell ;
    • Anna Baer ;
    • Mihir Parikh

    Validating the Value and the Usability of Real-Time Prescription Benefit Data


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    Evaluation of the Effectiveness of an Opioid Reversal Alert at an Academic Medical Center

    • Bernard M. Hsia ;
    • Diana Schreier ;
    • Benjamin J. Anderson ;
    • Jenna K. Lovely

    Evaluation of the Effectiveness of an Opioid Reversal Alert at an Academic Medical Center


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    COVID-19-Catalyzed and Informatics-Driven Evolution to a Learning Health System

    • Allen Hsiao ;
    • Lisa Stump ;
    • Nitu Kashyap

    COVID-19-Catalyzed and Informatics-Driven Evolution to a Learning Health System


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    The Combination of Graph Neuron Network and Multi-Task Learning Model for Cancer Drug Combination Prediction

    • Kang-lin Hsieh ;
    • Xiaoqian Jiang ;
    • Yejin Kim ;
    • Yu-Chun Hsu

    The Combination of Graph Neuron Network and Multi-Task Learning Model for Cancer Drug Combination Prediction


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    Disparity analysis of patient portal messaging use for COVID-19 in urban versus rural locality

    • Ming Huang ;
    • Andrew Wen ;
    • Huan He ;
    • Liwei Wang ;
    • Sijia Liu ;
    • Yanshan Wang ;
    • Nansu Zong ;
    • Yue Yu ;
    • Julie Prigge ;
    • Brian Costello ;
    • Nilay D. Shah ;
    • Henry Ting ;
    • Chyke Doubeni ;
    • Jungwei Fan ;
    • Hongfang Liu ;
    • Christi Patten

    Disparity analysis of patient portal messaging use for COVID-19 in urban versus rural locality


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    Addition of auditable testing rational provides real-time information on hospital practice patterns

    • Michael S. Icardi ;
    • Larry Mole ;
    • Mark holodniy

    Addition of auditable testing rational provides real-time information on hospital practice patterns


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    Challenges and Opportunities of Information Technology Adoption by the Caregivers of Home Care Patients

    • Onimi Jademi ;
    • Abir Rahman ;
    • Gunes Koru

    Challenges and Opportunities of Information Technology Adoption by the Caregivers of Home Care Patients


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    Utility of the Observational Medical Outcomes Partnership Common Data Model for Representation of Non-Query Data Mappings in the Arden Syntax

    • Robert A. Jenders

    Utility of the Observational Medical Outcomes Partnership Common Data Model for Representation of Non-Query Data Mappings in the Arden Syntax


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    Discovering Drug-Drug Interactions in COVID-19 Patients

    • Eugene Jeong ;
    • Anna Person ;
    • Joanna Stollings ;
    • Lang Li ;
    • You Chen

    Discovering Drug-Drug Interactions in COVID-19 Patients


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    Automatic Construction of Biomedical Knowledge Graph from Covid-19 Literature

    • Chao Jiang ;
    • Victoria Ngo ;
    • Richard Chapman ;
    • Hongfang Liu ;
    • Guoqian Jiang ;
    • Nansu Zong

    Automatic Construction of Biomedical Knowledge Graph from Covid-19 Literature


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    A clinical decision support system (CDSS) ontology to facilitate portable vaccination CDSS rules: preliminary results

    • Xia Jing ;
    • Hua Min ;
    • Yang Gong ;
    • James J. Cimino ;
    • David Robinson ;
    • Dean F. Sittig ;
    • Paul G. Biondich ;
    • Adam Wright ;
    • Christian Nøhr ;
    • Tim Law ;
    • Arild Faxvaag ;
    • Akash Indani ;
    • Nina Hubig ;
    • Ronald Gimbel ;
    • Lior Rennert

    A clinical decision support system (CDSS) ontology to facilitate portable vaccination CDSS rules: preliminary results


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    Patient-Specific Modeling with Lazy Random Forest (LazyRF)

    • Adriana Johnson ;
    • Gregory F. Cooper ;
    • Shyam Visweswaran

    Patient-Specific Modeling with Lazy Random Forest (LazyRF)


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    Clinical Research Coordinators’ Perceptions of Electronic Data Capture Systems Adopted in Clinical Research

    • Michelle E. Johnson ;
    • Fei Yu

    Clinical Research Coordinators’ Perceptions of Electronic Data Capture Systems Adopted in Clinical Research


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    Exploring Effectiveness of Domain and Task-Adaptive Pretraining for Clinical Information Extraction

    • Venkata Joopudi ;
    • Ananya Poddar ;
    • Bharath Dandala $lastName ;
    • Ching-Huei Tsou

    Exploring Effectiveness of Domain and Task-Adaptive Pretraining for Clinical Information Extraction


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    Perceptions on Granular Data Sharing in Behavioral Health Populations

    • Tina Kaing ;
    • George Karway ;
    • Julia Ivanova ;
    • Anita C. Murcko ;
    • Michael Franczak ;
    • Mary Jo Whitfield ;
    • Adela Grando

    Perceptions on Granular Data Sharing in Behavioral Health Populations


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    Systematic Study of Publicly Available Resources Addressing Legal Data Sharing Issues

    • Mohammad Karim ;
    • Hye-Chung Kum ;
    • Cason D. Schmit

    Systematic Study of Publicly Available Resources Addressing Legal Data Sharing Issues


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    Expanding Access and Continuity of care during COVID Crisis, in Safety Net Hospital Sentayehu Kassa, MD, Brett Moran, MD Parkland Health & Hospital System Dallas,TX

    • Sentayehu Kassa ;
    • Brett Moran

    Expanding Access and Continuity of care during COVID Crisis, in Safety Net Hospital Sentayehu Kassa, MD, Brett Moran, MD Parkland Health & Hospital System Dallas,TX


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    Systematic identification of ACE2 expression modulators reveals cardiomyopathy as a risk factor for mortality in COVID-19 patients

    • Navchetan Kaur ;
    • Boris Oskotsky ;
    • Atul Butte ;
    • Zicheng Hu

    Systematic identification of ACE2 expression modulators reveals cardiomyopathy as a risk factor for mortality in COVID-19 patients


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    Image-based Phenotyping for Risk Stratification in the National Lung Screening Trial

    • Mirza S. Khan ;
    • Kaiwen Xu ;
    • Stephen A. Deppen ;
    • Kim Sandler ;
    • Bennett A. Landman

    Image-based Phenotyping for Risk Stratification in the National Lung Screening Trial


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    Dissemination and Implementation of a Child Abuse Clinical Decision Support System

    • Sundas Khan ;
    • Isabel Barata ;
    • Dana Kaplan ;
    • Safiya Richardson ;
    • Francesca Bullaro ;
    • Sera Levy ;
    • Fatima Malik ;
    • Thomas McGinn ;
    • Emily Heineman ;
    • Rachel Berger

    Dissemination and Implementation of a Child Abuse Clinical Decision Support System


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    COVID-19 screening system utilizing daily symptom attestation helps identify hospital employees who should be tested to protect patients and co-workers

    • Ellen Kim ;
    • Charles Morris ;
    • Michael Klompas ;
    • Haipeng Zhang ;
    • Adam B. Landman ;
    • Sunil Eappen ;
    • Hojjat Salmasian

    COVID-19 screening system utilizing daily symptom attestation helps identify hospital employees who should be tested to protect patients and co-workers


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    Information Needs Analysis of Diabetes Self-Management Education and Support for Older People with Diabetes

    • Min Soo Kim ;
    • Ploypun Narindrarangkura ;
    • Suzanne A. Boren ;
    • Uzma Z. Khan ;
    • Eduardo Simoes

    Information Needs Analysis of Diabetes Self-Management Education and Support for Older People with Diabetes


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    Assessing Added Value of Vital Signs Extracted from Electronic Health Records in the Performance of Healthcare Risk Adjustment Models

    • Christopher Kitchen ;
    • Hsien-Yen Chang ;
    • Jonathan Weiner ;
    • Hadi Kharrazi

    Assessing Added Value of Vital Signs Extracted from Electronic Health Records in the Performance of Healthcare Risk Adjustment Models


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    Combining Chart Review and Hospital System Dynamics for Electronic Health Record Phenotyping in an International COVID-19 Research Network

    • Jeffrey G. Klann ;
    • Griffin M. Weber ;
    • Emma Perez ;
    • William Yuan ;
    • Gabriel Brat ;
    • Shawn N. Murphy

    Combining Chart Review and Hospital System Dynamics for Electronic Health Record Phenotyping in an International COVID-19 Research Network


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    U.S. COVID-19 Surveillance in PCORnet®

    • Sheryl A. Kluberg ;
    • Thomas Carton ;
    • Charles Bailey ;
    • Julia A. Fearrington ;
    • Keith Marsolo ;
    • Kshema M. Nagavedu ;
    • Jon Puro ;
    • Jason P. Block

    U.S. COVID-19 Surveillance in PCORnet®


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    Understanding Enterprise Data Warehouses to Support Clinical and Translational Research: Initial Findings on Enterprise Information Technology Relationships, Data Governance, Workforce, and Cloud Computing

    • Boyd M. Knosp ;
    • Catherine K. Craven ;
    • David A. Dorr ;
    • Elmer V. Bernstam ;
    • Thomas R. Campion

    Understanding Enterprise Data Warehouses to Support Clinical and Translational Research: Initial Findings on Enterprise Information Technology Relationships, Data Governance, Workforce, and Cloud Computing


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    Building with CEDAR and Making Evidence More FAIR

    • Peter Krautscheid ;
    • Kathy Mikk ;
    • Mario Terán ;
    • Edwin Lomotan

    Building with CEDAR and Making Evidence More FAIR


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    Randomized user testing of recommender system clinical decision support

    • Andre Kumar ;
    • Rachael C. Aikens ;
    • Jason Horn ;
    • Lisa Shieh ;
    • Mark A. Musen ;
    • Michael Baiocchi ;
    • Russ B. Altman ;
    • Mary K. Goldstein ;
    • Steven Asch ;
    • Jonathan H. Chen

    Randomized user testing of recommender system clinical decision support


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    Tracking the COVID-19 outbreak in India via Twitter

    • Sahithi Lakamana ;
    • Abeed Sarker

    Tracking the COVID-19 outbreak in India via Twitter


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    COVID Deniers: Analyzing #Scamdemic and #Plandemic Tweets

    • Heather D. Lanier ;
    • Sameh Saleh ;
    • Christoph U. Lehmann ;
    • Richard J. Medford

    COVID Deniers: Analyzing #Scamdemic and #Plandemic Tweets


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    A New Corpus for Clinical Findings in Radiology Reports

    • Wilson Lau ;
    • David Wayne ;
    • Spencer Lewis ;
    • Ozlem Uzuner ;
    • Martin L. Gunn ;
    • Meliha Yetisgen

    A New Corpus for Clinical Findings in Radiology Reports


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    Evolving the PCORnet data pipeline for National COVID Cohort Collaborative (N3C)

    • Adam M. Lee ;
    • Marshall Clark ;
    • Sofia Z. Dard ;
    • Kellie M. Walters

    Evolving the PCORnet data pipeline for National COVID Cohort Collaborative (N3C)


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    Predictive Modeling of Healthcare Utilization Metrics Identifies Adult Patients at High Risk for Suicide Attempt in the Primary Care Setting

    • Katherine Lee ;
    • Colin G. Walsh

    Predictive Modeling of Healthcare Utilization Metrics Identifies Adult Patients at High Risk for Suicide Attempt in the Primary Care Setting


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    Assessing Clinical Staff Usability & Satisfaction Before and After an Electronic Health Records Implementation Using Health-ITUES

    • Rachel Y. Lee ;
    • Sarah C. Rossetti ;
    • Jonathan Elias ;
    • Amanda J. Moy ;
    • Eugene Lucas ;
    • Jessica Schwartz ;
    • Erika L. Abramson ;
    • Jessica S. Ancker ;
    • Susan B. Bostwick ;
    • Kenrick Cato

    Assessing Clinical Staff Usability & Satisfaction Before and After an Electronic Health Records Implementation Using Health-ITUES


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    Extracting Social Isolation Information From Psychiatric Notes in the Electronic Health Records

    • Lauren A. Lepow ;
    • Braja G. Patra ;
    • Isotta Landi ;
    • Prakash Adekkanattu ;
    • Jyotishman Pathak ;
    • Mark Olfson ;
    • J J. Mann ;
    • Euijung Ryu ;
    • Joanna Biernacka ;
    • Girish N. Nadkarni ;
    • Priya Wickramaratne ;
    • Myrna Weissman ;
    • Benjamin S. Glicksberg ;
    • Alexander Charney

    Extracting Social Isolation Information From Psychiatric Notes in the Electronic Health Records


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    MethylDrift: A Software Package for Calculating Age-related Epigenetic Drift in Human Tissues Using DNA Methylation Data

    • McKenna C. Lewis ;
    • Niema Moshiri ;
    • Kit Curtius

    MethylDrift: A Software Package for Calculating Age-related Epigenetic Drift in Human Tissues Using DNA Methylation Data


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    Contextual Predictors of Medication Persistence for Patients on Oral Hypoglycemic Drugs

    • Zhiguo Li ;
    • Chandramouli Maduri ;
    • Ching-Hua Chen

    Contextual Predictors of Medication Persistence for Patients on Oral Hypoglycemic Drugs


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    An Exploration of Reasons Behind Drug De-escalation and Discontinuation Events in Clinical Notes

    • Jennifer J. Liang ;
    • Diwakar Mahajan

    An Exploration of Reasons Behind Drug De-escalation and Discontinuation Events in Clinical Notes


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    Cycle-Consistent Adversarial Network with Criterion for COVID-19 Chest X-ray Image Generation

    • Zhaohui Liang ;
    • Jimmy Huang

    Cycle-Consistent Adversarial Network with Criterion for COVID-19 Chest X-ray Image Generation


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    Proactive Documentation Design to Meet Needs Now and Later

    • Zachary C. Liao ;
    • Michelle Stoffel ;
    • Michael Leu ;
    • J.P. Giliberto ;
    • Justin Birge ;
    • Laura Higdon ;
    • Angad P. Singh

    Proactive Documentation Design to Meet Needs Now and Later


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    Integrating Gaming into Virtual Medication Reconciliation Education

    • Veena Lingam ;
    • Victor Garcia ;
    • Chao-Wei Tsai ;
    • Jacob Wooldridge ;
    • Rachel Wong

    Integrating Gaming into Virtual Medication Reconciliation Education


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    Adoption of Telemedicine During the COVID-19 Pandemic: Perspectives of Primary Healthcare Providers

    • Joe Lintz

    Adoption of Telemedicine During the COVID-19 Pandemic: Perspectives of Primary Healthcare Providers


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    Binary and Categorical Models for automatic Acute Respiratory Distress Syndrome Detection.

    • Kirill Lipatov ;
    • Quan Do ;
    • Bradley Erickson ;
    • Brian W Pickering ;
    • Vitaly Herasevich

    Binary and Categorical Models for automatic Acute Respiratory Distress Syndrome Detection.


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    Survival Analysis of Breast Cancer from DNA Methylation Data

    • Guanghui Liu

    Survival Analysis of Breast Cancer from DNA Methylation Data


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    YouTube Health Video Analytics: A Human Augmented Understandability Assessment for Patient Education

    • Xiao Liu ;
    • Anjana Susarla ;
    • Rema Padman

    YouTube Health Video Analytics: A Human Augmented Understandability Assessment for Patient Education


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    Engaging the disengaged: recommendations for partnering with transitional aged youth to improve mental health help-seeking in the digital age

    • Brian Lo ;
    • Jenny Shi ;
    • Howard W. Wong ;
    • Alexxa Abi-Jaoudé ;
    • Elisa Hollenberg ;
    • Andrew Johnson ;
    • David Wiljer

    Engaging the disengaged: recommendations for partnering with transitional aged youth to improve mental health help-seeking in the digital age


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    Monitoring the Effects of the Pandemic on Cancer-Related Patient Encounters

    • Jack W. London ;
    • Elnara Fazio-Eynullayeva ;
    • Matvey B. Palchuk ;
    • Peter J. Sankey ;
    • Christopher McNair

    Monitoring the Effects of the Pandemic on Cancer-Related Patient Encounters


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    Oral-HPV Screening Tool for Assessing Individuals at Risk for HPV-associated Oropharyngeal Cancer

    • Steven D. London ;
    • Paul Fontelo ;
    • Shadokht Boroumand ;
    • Bruce A. Dye

    Oral-HPV Screening Tool for Assessing Individuals at Risk for HPV-associated Oropharyngeal Cancer


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    Identifying Criteria for Antonym Generation from Collocates in Corpora

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

    Identifying Criteria for Antonym Generation from Collocates in Corpora


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    An exploration of information extraction models on transcribed patient visits

    • Kevin Lybarger ;
    • Erica Qiao ;
    • Meliha Yetisgen

    An exploration of information extraction models on transcribed patient visits


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    The Real-World Trend Analysis of Cancer Drugs Empowered by Natural Language Processing

    • Meng Ma ;
    • Kyeryoung Lee ;
    • Yun Mai ;
    • Chris Gilman ;
    • Zongzhi Liu ;
    • Mingwei Zhang ;
    • Minghao Li ;
    • Arielle Redfern ;
    • Tommy Mullaney ;
    • Tony Prentice ;
    • Paul McDonagh ;
    • Qi Pan ;
    • William Oh ;
    • Rong Chen ;
    • Eric Schadt ;
    • Xiaoyan Wang

    The Real-World Trend Analysis of Cancer Drugs Empowered by Natural Language Processing


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    Evaluating Social Determinants of Health in Clinical Communications Data

    • Diwakar Mahajan ;
    • Jennifer J. Liang ;
    • Ananya Poddar ;
    • Sasha Ballen ;
    • Ching-Huei Tsou

    Evaluating Social Determinants of Health in Clinical Communications Data


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    COVID-19 as a Catalyst: Rapid Development of Usable Digital Patient Services

    • Andrea N. Mahnke

    COVID-19 as a Catalyst: Rapid Development of Usable Digital Patient Services


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    Quantifying Changes in Resident-Patient Interactions During the COVID-19 Pandemic Using EHR Audit Logs

    • Mark V. Mai ;
    • Naveen Muthu ;
    • Bryn Carroll ;
    • Anna Costello ;
    • Dan West ;
    • Adam Dziorny

    Quantifying Changes in Resident-Patient Interactions During the COVID-19 Pandemic Using EHR Audit Logs


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    Public Perspectives on the Ethical Collection and Sharing of Consumer-Generated Health Information

    • Sabrina Mangal ;
    • Leslie Park ;
    • Meghan Reading Turchioe ;
    • Lisa Grossman Liu ;
    • Annie C. Myers ;
    • Brittany N. Taylor ;
    • Parag Goyal ;
    • Lydia Dugdale ;
    • Ruth Masterson Creber

    Public Perspectives on the Ethical Collection and Sharing of Consumer-Generated Health Information


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    PainRE-Life: A FHIR Based HUB for the management and support of patients with chronic pain

    • Sara R. Marceglia ;
    • Vania Manzelli ;
    • Pierluigi D'Antrassi ;
    • Alfredo Cuzzocrea ;
    • Annamaria Caruso ;
    • Marco Prenassi ;
    • Chiara Savino ;
    • Maria Teresa De Pippo ;
    • Stefano Lenzi ;
    • Roberta Ferrucci ;
    • Costanza Conti ;
    • Giulia Candiani ;
    • Francesca Memini ;
    • Elda Judica ;
    • Massimo Corbo ;
    • Marianna Masiero ;
    • Gabriella Pravettoni

    PainRE-Life: A FHIR Based HUB for the management and support of patients with chronic pain


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    Quantifying Spatial Tumor Heterogeneity Using Single-Cell Proteomics

    • Adriano Martinelli ;
    • Aditya Kashyap ;
    • Anna Fomitcheva Khartchenko ;
    • Govind Kaigala ;
    • Maria Anna Rapsomaniki

    Quantifying Spatial Tumor Heterogeneity Using Single-Cell Proteomics


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    Implementation of a Clinical Decision Support System for Automated Fall-Risk Identification and Referrals in Emergency Departments

    • Apoorva P. Maru ;
    • Gwen C. Jacobsohn ;
    • Collin Engstrom ;
    • Frank Liao ;
    • Margaret Leaf ;
    • Joel Galang ;
    • Gerald T. Pankratz ;
    • Alexis Eastman ;
    • Maureen A. Smith ;
    • Manish N. Shah ;
    • Brian W. Patterson

    Implementation of a Clinical Decision Support System for Automated Fall-Risk Identification and Referrals in Emergency Departments


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    There is Variability in the Accuracy of Diagnosis Codes Used to Identify COVID-19 Patients

    • Jayson S. Marwaha ;
    • Elizabeth Eldridge ;
    • Sahr Syed ;
    • Perry L. Mar ;
    • Philip Ballentine ;
    • Denis Agniel ;
    • Nathan P. Palmer ;
    • Sadiqa Mahmood ;
    • Gabriel A. Brat

    There is Variability in the Accuracy of Diagnosis Codes Used to Identify COVID-19 Patients


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    Analyzing COVID-19 Case Report Forms Data from the All of Us Program

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

    Analyzing COVID-19 Case Report Forms Data from the All of Us Program


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    Barriers to Seeking Treatment and Attitudes Towards Using Telehealth to Support Management of Depression Among Black Women

    • Terika McCall

    Barriers to Seeking Treatment and Attitudes Towards Using Telehealth to Support Management of Depression Among Black Women


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    Addressing the Social Determinants of Health and Resource Utilization Among Ambulatory Oncology Patients

    • Nadine J. McCleary ;
    • Ellana Haakenstad ;
    • Sunyi Zhang ;
    • Jessica L. Cleveland ;
    • Michael Manni ;
    • Deborah Schrag ;
    • Michael J. Hassett

    Addressing the Social Determinants of Health and Resource Utilization Among Ambulatory Oncology Patients


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    Electronic Health Record-Based Risk Stratification for Recurrence of Kidney Stones: A Feasibility Implementation

    • Allison B. McCoy ;
    • Ryan Hsi

    Electronic Health Record-Based Risk Stratification for Recurrence of Kidney Stones: A Feasibility Implementation


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    Approaches to Clinical Decision Support Alert Evaluation and Optimization

    • Allison B. McCoy ;
    • Adam Wright

    Approaches to Clinical Decision Support Alert Evaluation and Optimization


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    Rolling up the Sleeve: Equitable, Efficient, and Safe COVID-19 Mass-Immunization for Academic Medical Center Employees

    • Samuel McDonald ;
    • Mujeeb A. Basit ;
    • Seth Toomay ;
    • Christopher McLarty ;
    • Susan Hernandez ;
    • Chris Rubio ;
    • Bruce Brown ;
    • Mark Rauschuber ;
    • Ki Lai ;
    • Sameh Saleh ;
    • Duwayne L. Willett ;
    • Christoph U. Lehmann ;
    • Richard J. Medford

    Rolling up the Sleeve: Equitable, Efficient, and Safe COVID-19 Mass-Immunization for Academic Medical Center Employees


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    Design and Feasibility of a Digital Health Platform for Rural California in Response to COVID-19

    • Scott P. McGrath ;
    • Cynthia Matsumoto ;
    • David Lindeman ;
    • Katherine K. Kim

    Design and Feasibility of a Digital Health Platform for Rural California in Response to COVID-19


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    Natural Language Processing and COVID-19 Predictive Analytics to Enable and Optimize SARS-CoV-2 Pooled Testing

    • Stephane Meystre ;
    • Paul M. Heider ;
    • Jihad S. Obeid ;
    • Alexander V. Alekseyenko ;
    • James Madory

    Natural Language Processing and COVID-19 Predictive Analytics to Enable and Optimize SARS-CoV-2 Pooled Testing


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    Transparency with Safeguards: Suppressing Notes from a Patient Portal

    • Chelsea L. Michael ;
    • Gilad Kuperman

    Transparency with Safeguards: Suppressing Notes from a Patient Portal


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    Patient-Reported Visit Modality Preferences During a Pandemic

    • Andrea Millman ;
    • Jie Huang ;
    • Yazan Nagi ;
    • Judy Shan ;
    • Anjali Gopalan ;
    • Emilie Muelly ;
    • Catherine Lee ;
    • Loretta Hsueh ;
    • Ilana Graetz ;
    • Nayana Bhaskar ;
    • Mary Reed

    Patient-Reported Visit Modality Preferences During a Pandemic


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    Automated Clinical Shift Schedule Generation for Emergent Care Settings

    • Azadeh Mobasher ;
    • Naqi Khan ;
    • David Elop ;
    • Zach Griffin ;
    • Naveen Valluri

    Automated Clinical Shift Schedule Generation for Emergent Care Settings


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    Linking U.S. Administrative Claims Data and Electronic Health Records to Describe Association Between Ambulatory Care Appointment No-Show and Healthcare Resource Use and Cost

    • Iman Mohammadi ;
    • Zulkarnain Pulungan ;
    • Nathan Markward

    Linking U.S. Administrative Claims Data and Electronic Health Records to Describe Association Between Ambulatory Care Appointment No-Show and Healthcare Resource Use and Cost


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    Development of a Clinical Question-Answering Corpus with Realistic Multi-Answer Challenges

    • Sungrim Moon ;
    • Huan He ;
    • Jungwei Fan

    Development of a Clinical Question-Answering Corpus with Realistic Multi-Answer Challenges


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    Characterizing Outpatient Portal Use among Women Receiving Obstetric and High-risk Pregnancy Care

    • Evan Morgan ;
    • Shonda Vink ;
    • Pallavi Jonnalagadda ;
    • Priti Singh ;
    • Naleef Fareed

    Characterizing Outpatient Portal Use among Women Receiving Obstetric and High-risk Pregnancy Care


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    Assessing CONCERN: Analysis of Application Log Files to Investigate the Utilization of a Clinical Decision Support Tool for Identifying Risky Patients

    • Amanda J. Moy ;
    • Kenrick Cato ;
    • Christopher Knaplund ;
    • Patricia C. Dykes ;
    • Min Jeoung Kang ;
    • Graham Lowenthal ;
    • Sarah C. Rossetti

    Assessing CONCERN: Analysis of Application Log Files to Investigate the Utilization of a Clinical Decision Support Tool for Identifying Risky Patients


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    An Example of Leveraging State Claims Data to Evaluate COVID-19 Policy Changes Regarding Substance Abuse Disorder/Opioid Use Disorder Programs

    • Charles Mueller ;
    • Johnna Beane ;
    • Tsan-Yao Huang ;
    • Thomas Bias ;
    • Jennifer Mallow

    An Example of Leveraging State Claims Data to Evaluate COVID-19 Policy Changes Regarding Substance Abuse Disorder/Opioid Use Disorder Programs


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    Incorporating Health Equity into the Evaluation of Health Informatics Electronic Health Record Tickets: Design and Initial Findings

    • Anoop N. Muniyappa ;
    • Colin T. Purmal ;
    • Jennifer Corbell ;
    • Susan Chim ;
    • Kendall Gross ;
    • Amy Kangwakij ;
    • Katie O'Connor ;
    • Kathleen Burke ;
    • Andrew Auerbach

    Incorporating Health Equity into the Evaluation of Health Informatics Electronic Health Record Tickets: Design and Initial Findings


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    Addressing Challenges and Strategies for Virtual Recruitment for Longitudinal Studies

    • Annie C. Myers ;
    • Meghan Reading Turchioe ;
    • Sabrina Mangal ;
    • Leslie Park ;
    • Lisa Grossman Liu ;
    • Ruth Masterson Creber

    Addressing Challenges and Strategies for Virtual Recruitment for Longitudinal Studies


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    Developing Framework for Healthy Coping Feedback Messages Evaluation from Diabetes Mobile Apps

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

    Developing Framework for Healthy Coping Feedback Messages Evaluation from Diabetes Mobile Apps


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    Machine Learning Implementation Results in Reduced Variable Cost of Acute Care Visits During Radiotherapy: SHIELD-RT Cost Analysis

    • Divya Natesan ;
    • Samantha Thomas ;
    • Eric Eisenstein ;
    • Neville Eclov ;
    • Nicole Dalal ;
    • Sarah Jo Stephens ;
    • Mary Malicki ;
    • Stacey Shields ;
    • Alyssa Cobb ;
    • Yvonne Mowery ;
    • Donna Niedzwiecki ;
    • Jessica D. Tenenbaum ;
    • Manisha Palta ;
    • Julian C. Hong

    Machine Learning Implementation Results in Reduced Variable Cost of Acute Care Visits During Radiotherapy: SHIELD-RT Cost Analysis


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    Diachronic Analysis of the Evolution of COVID-19 Scientific Literature

    • Denis R. Newman-Griffis ;
    • Venkatesh Sivaraman ;
    • Adam Perer ;
    • Eric Fosler-Lussier ;
    • Harry Hochheiser

    Diachronic Analysis of the Evolution of COVID-19 Scientific Literature


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    Qualitative Coding Framework for Analyzing Alert Notes from the Telehealth Intervention Program for Seniors (TIPS)

    • Phuong Nguyen ;
    • Hyung Wook Choi ;
    • Melody K. Schiaffino ;
    • Zhan Zhang ;
    • Jina Huh-Yoo

    Qualitative Coding Framework for Analyzing Alert Notes from the Telehealth Intervention Program for Seniors (TIPS)


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    Identifying Posts from Reddit Talking About ADRD Caring Experiences Using Machine Learning

    • Congning Ni ;
    • Jonathan Hughes ;
    • Andrew Nam ;
    • Zhijun Yin

    Identifying Posts from Reddit Talking About ADRD Caring Experiences Using Machine Learning


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    Evaluating the Scope of Collaboration Among Primary Care Teams through Electronic Asynchronous Communication

    • Arianna E. Nimocks ;
    • Bryan D. Steitz ;
    • Adam Wright

    Evaluating the Scope of Collaboration Among Primary Care Teams through Electronic Asynchronous Communication


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    Transforming Data Capture for Clinical Care and Research: ePRO Adverse Event Reporting and Quality of Life in a Phase 2 Breast Cancer Study

    • Anna Northrop ;
    • Michelle Melisko ;
    • Garry Peterson ;
    • Laura Sit ;
    • Anika Christofferson ;
    • Ebunoluwa Olunuga ;
    • Ananya Mittal ;
    • Adi Goldman ;
    • Ronak Ahir ;
    • Mitra Rocca ;
    • Lisa Weiss ;
    • Elizabeth Prager ;
    • Cal Collins ;
    • James Palazzolo ;
    • Laura J. Esserman ;
    • Adam L. Asare ;
    • Amrita Basu

    Transforming Data Capture for Clinical Care and Research: ePRO Adverse Event Reporting and Quality of Life in a Phase 2 Breast Cancer Study


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    Consumer perception of smart speaker-based mHealth tool

    • Hyunkyoung Oh ;
    • Min Sook Park ;
    • Youngjoo Cho

    Consumer perception of smart speaker-based mHealth tool


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    Towards Identification of Opiate Use Disorder in Clinical Text

    • John D. Osborne ;
    • Tobias O'Leary ;
    • Abdullateef I. Almudaifer ;
    • Whitney L. Covington ;
    • Caleb M. Carroll ;
    • Ellen F. Eaton ;
    • Rachel A. Lee ;
    • Sue Feldman ;
    • Lauren Walter

    Towards Identification of Opiate Use Disorder in Clinical Text


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    Usability Testing of MedWISER3: A Novel, Card-Based Electronic Health Record Interface

    • Soheb Osmani ;
    • Katherine L. Dauber-Decker ;
    • Sundas Khan ;
    • Sera Levy ;
    • Jennifer Itty ;
    • Thomas McGinn ;
    • Jan Horsky ;
    • Yalini Senathirajah

    Usability Testing of MedWISER3: A Novel, Card-Based Electronic Health Record Interface


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    Methodologies of nursing workflow studies: A scoping review

    • Yennuten Paarima ;
    • Po-Yin Yen

    Methodologies of nursing workflow studies: A scoping review


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    Comparison of a patient cohort and predictive models derived from local academic medical centers versus a national health database

    • Courtney Page ;
    • Conrad Sweitek ;
    • Cliona Molony ;
    • Karen Chandross ;
    • Benjamin Goldstein

    Comparison of a patient cohort and predictive models derived from local academic medical centers versus a national health database


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    Applying NLP to extract clinician recorded affect to advance depression clinical research: A proof of concept

    • Vanessa Panaite ;
    • Dezon Finch ;
    • Andrew R. Devendorf ;
    • Lina Bouayad ;
    • Stephen L. Luther ;
    • Susan K. Schultz

    Applying NLP to extract clinician recorded affect to advance depression clinical research: A proof of concept


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    Predicting Breast Cancer Treatment Outcomes for Minority Women in California Using Machine Learning

    • Jung In Park

    Predicting Breast Cancer Treatment Outcomes for Minority Women in California Using Machine Learning


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    Technology and Data Sharing Preferences in mHealth Research Interventions

    • Leslie Park ;
    • Sabrina Mangal ;
    • Meghan Reading Turchioe ;
    • Annie C. Myers ;
    • Brittany N. Taylor ;
    • Ruth Masterson Creber

    Technology and Data Sharing Preferences in mHealth Research Interventions


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    Assessing the Predictive and Ecologic Validity of Geographic Indices for Social Determinants of Health

    • Yoonyoung Park ;
    • Frank Yoon ;
    • William Kassler

    Assessing the Predictive and Ecologic Validity of Geographic Indices for Social Determinants of Health


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    Use of a Widely Available Electronic Health Record to Facilitate COVID-19 Vaccinations

    • Mark A. Parkulo ;
    • Windell Smith ;
    • Williams Luanne ;
    • Jason Buckmeier ;
    • Marites Sayo ;
    • Jodi Rinken ;
    • John C. OHoro

    Use of a Widely Available Electronic Health Record to Facilitate COVID-19 Vaccinations


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    Core Outcomes Sets Development in COVID-19 Clinical Trials

    • Irena Parvanova ;
    • Joseph Finkelstein

    Core Outcomes Sets Development in COVID-19 Clinical Trials


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    Optimizing Clinician Alerts for Concerning Symptoms in an Electronic Patient-Reported Outcomes (ePRO) System in Community Oncology

    • Amila M. Patel ;
    • Lalan S. Wilfong ;
    • Ethan M. Basch ;
    • Angela Stover ;
    • Max Franklin ;
    • Ben Pearson ;
    • Debra A. Patt

    Optimizing Clinician Alerts for Concerning Symptoms in an Electronic Patient-Reported Outcomes (ePRO) System in Community Oncology


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    From Emergency Department to Admission: mapping reasons for visit and admit diagnosis using Natural Language Processing

    • Olga V. Patterson ;
    • Hannah Eyre ;
    • Kelly S. Peterson ;
    • Scott L. DuVall

    From Emergency Department to Admission: mapping reasons for visit and admit diagnosis using Natural Language Processing


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    Identifying erosive disease from radiology reports of veterans with inflammatory arthritis using natural language processing

    • Shaobo Pei ;
    • Gopi Penmetsa ;
    • Brian Sauer ;
    • Bingjian Feng ;
    • Kevin Douglas ;
    • Jerry Clewell ;
    • Jodi Walker ;
    • Jessica Walsh

    Identifying erosive disease from radiology reports of veterans with inflammatory arthritis using natural language processing


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    Modernization of the Intermacs Data Warehouse: Moving Data Management from SAS to SQL Server for Analytics

    • John K. Pennington ;
    • Nick Timkovich ;
    • Bunyamin Ozaydin

    Modernization of the Intermacs Data Warehouse: Moving Data Management from SAS to SQL Server for Analytics


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    Comparison of Population-wide Explanations for Predicting the Outcomes of Patients with Community-Acquired Pneumonia

    • Eddie Pérez Claudio ;
    • Shyam Visweswaran ;
    • Harry Hochheiser

    Comparison of Population-wide Explanations for Predicting the Outcomes of Patients with Community-Acquired Pneumonia


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    Early Prediction of Positive Clostridioides Difficile Test Results

    • Anh Pham ;
    • Robert El-Kareh ;
    • Lucila Ohno-Machado ;
    • Tsung-Ting Kuo

    Early Prediction of Positive Clostridioides Difficile Test Results


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    Integrating Molecular and Clinical Data for Real World Evidence Research in Precision Oncology

    • Scott Phillips ;
    • Xiaojun Xu ;
    • Paulina Paul ;
    • Wenhong Zhu ;
    • Mike Hogarth ;
    • Olivier Harismendy

    Integrating Molecular and Clinical Data for Real World Evidence Research in Precision Oncology


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    Online health information seeking, health literacy, and human papillomavirus vaccination among transgender and gender diverse people

    • Anthony Pho ;
    • Suzanne Bakken ;
    • Mitchell Lunn ;
    • Micah E. Lubensky ;
    • Annesa Flentje ;
    • Zubin Dastur ;
    • Juno Obedin-Maliver

    Online health information seeking, health literacy, and human papillomavirus vaccination among transgender and gender diverse people


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    Leveraging Transformer-based Sequential Sentence Models for Clinical Information Extraction

    • Ananya Poddar ;
    • Venkata Joopudi ;
    • bharath dandala ;
    • Ching-Huei Tsou

    Leveraging Transformer-based Sequential Sentence Models for Clinical Information Extraction


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    A Return to Workplace Health Advisor Implementing Public Health Guidance for Safe Re-Opening During a Pandemic

    • Anita M. Preininger ;
    • Fernando J. Suarez Saiz ;
    • Jaimie Gorman ;
    • Brian Gibbemeyer ;
    • Gretchen P. Jackson

    A Return to Workplace Health Advisor Implementing Public Health Guidance for Safe Re-Opening During a Pandemic


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    Mining for parameters in literature: the case of defining electrical stimulation protocols

    • Marco Prenassi ;
    • Roberto Prandin ;
    • Viviana Paolini ;
    • Annamaria Caruso ;
    • Sara R. Marceglia

    Mining for parameters in literature: the case of defining electrical stimulation protocols


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    Multi-Site Testing of a Prolonged Opioid Prescribing Electronic Clinical Quality Measure Following Elective Primary Total Hip and/or Total Knee Arthroplasties

    • Avery Pullman ;
    • Mica R. Curtin-Bowen ;
    • Ania Syrowatka ;
    • Alexandra Businger ;
    • Michael Sainlaire ;
    • Stuart Lipsitz ;
    • Tien Thai ;
    • Troy Li ;
    • David W. Bates ;
    • Patricia C. Dykes

    Multi-Site Testing of a Prolonged Opioid Prescribing Electronic Clinical Quality Measure Following Elective Primary Total Hip and/or Total Knee Arthroplasties


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    A Demonstration-Practice Based Electronic Health Record Efficiency Training for Residents and Fellows at a Large Multisite Healthcare System

    • Raghuveer Puttagunta ;
    • Spencer Tavares ;
    • Shikha Sinha ;
    • Leyla B. Warsame ;
    • Heather L. Marney ;
    • Bruce Levy

    A Demonstration-Practice Based Electronic Health Record Efficiency Training for Residents and Fellows at a Large Multisite Healthcare System


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    Prediction of Five-Year Breast Cancer Recurrence in Women Treated with Neoadjuvant Chemotherapy

    • Simona Rabinovici-Cohen ;
    • Xosé M. Fernández ;
    • Beatriz Grandal Rejo ;
    • Efrat Hexter ;
    • Oliver Hijano Cubelos ;
    • Juha Pajula ;
    • Harri Pölönen ;
    • Fabien Reyal ;
    • Michal Rosen-Zvi

    Prediction of Five-Year Breast Cancer Recurrence in Women Treated with Neoadjuvant Chemotherapy


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    Automatic Data Curation from Unstructured Text

    • Protiva Rahman ;
    • Daniel Fabbri

    Automatic Data Curation from Unstructured Text


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    Primary Care Providers’ Needs for Usable Clinical Prediction Rule Presentations

    • Ivan Rahmatullah ;
    • Andrea Hartzler

    Primary Care Providers’ Needs for Usable Clinical Prediction Rule Presentations


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    Informatics to Power Post-COVID Care: A Framework for Patient Care and Secondary Data Use

    • Sritha Rajupet ;
    • Rachel Wong ;
    • Donna Moller ;
    • Lisa Maldonado ;
    • Tricia Weiss ;
    • Tahsin Kurc ;
    • Janos Hajagos ;
    • Hasit Shah ;
    • Mary Saltz ;
    • Joel Saltz ;
    • Veena Lingam

    Informatics to Power Post-COVID Care: A Framework for Patient Care and Secondary Data Use


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    Factors Historically Influencing Telehealth Use in Six Medical Specialties: A Systematic Review and Narrative Synthesis

    • Pavani Rangachari ;
    • Swapandeep S. Mushiana ;
    • Krista Herbert

    Factors Historically Influencing Telehealth Use in Six Medical Specialties: A Systematic Review and Narrative Synthesis


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    Generalizable Gated Recurrent Neural Network based model to predict COVID-19 patient outcomes on admission

    • Laila Rasmy ;
    • Bijun S. Kannadath ;
    • Masayuki Nigo ;
    • Ziqian Xie ;
    • Bingyu Mao ;
    • Khush A. Patel ;
    • Yujia Zhou ;
    • xiao dong ;
    • Hua Xu ;
    • Degui Zhi

    Generalizable Gated Recurrent Neural Network based model to predict COVID-19 patient outcomes on admission


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    Cardiac patients’ and healthcare providers’ telehealth experiences during the COVID-19 pandemic in Queens, New York

    • Meghan Reading Turchioe ;
    • Alexander Volodarskiy ;
    • Jessica S. Ancker ;
    • Joshua Vapnik ;
    • Sushant Sunkaraneni ;
    • David Slotwiner

    Cardiac patients’ and healthcare providers’ telehealth experiences during the COVID-19 pandemic in Queens, New York


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    Piloting FDA SHIELD’s LOINC to In Vitro Diagnostic (LIVD) Specification in Five Medical Centers: Implications for Interoperability

    • Greg Rehwoldt ;
    • Raja A. Cholan ;
    • Andrew Sills ;
    • I. Khalil Appleton ;
    • Timothy Williams ;
    • Natalie Scott ;
    • Gregory Pappas

    Piloting FDA SHIELD’s LOINC to In Vitro Diagnostic (LIVD) Specification in Five Medical Centers: Implications for Interoperability


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    Usability Study of a Decision Support Website to Support People Living with Cystic Fibrosis in Shared Decision Making about Lung Transplant

    • Nick Reid ;
    • Kathleen J. Ramos ;
    • Mara R. Hobler ;
    • Lauren E. Bartlett ;
    • Siddartha Kapnadak ;
    • Andrea Hartzler

    Usability Study of a Decision Support Website to Support People Living with Cystic Fibrosis in Shared Decision Making about Lung Transplant


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    Relationship Between Social Determinants of Health and Total Joint Arthroplasty Complications

    • Lauryn Remmers ;
    • Edward Kalpas ;
    • Priya Radhakrishnan ;
    • Anita Murcko

    Relationship Between Social Determinants of Health and Total Joint Arthroplasty Complications


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    An Evaluation of Solor and ANF Assignment to HL7 Knowledge Artifacts using High Definition Natural Language Processing

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

    An Evaluation of Solor and ANF Assignment to HL7 Knowledge Artifacts using High Definition Natural Language Processing


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    Are Smartphone-based Interconnected Personal Health Records Achieving Their Promise?

    • Tera L. Reynolds ;
    • Meghna Kaligotla ;
    • Kai Zheng

    Are Smartphone-based Interconnected Personal Health Records Achieving Their Promise?


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    An Interactive Data Extraction System to Create the Living Systematic Reviews and Meta-Analysis

    • Irbaz Bin Riaz ;
    • Huan He ;
    • Syed Arsalan Ahmed Naqvi ;
    • Rabbia Siddiqi ;
    • Noureen Asghar ;
    • Mohammad H. Murad ;
    • Hongfang Liu

    An Interactive Data Extraction System to Create the Living Systematic Reviews and Meta-Analysis


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    AI Assisted Mobile Triage App: Assessment of Time to Decide, Choice of Course of Action, Confidence Level, and Perceived Usability

    • Adam Rich ;
    • Camille Whicker ;
    • Phung Matthews ;
    • Charlene Weir ;
    • Damian A. Borbolla

    AI Assisted Mobile Triage App: Assessment of Time to Decide, Choice of Course of Action, Confidence Level, and Perceived Usability


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    Action-oriented Artificial Intelligence for Suicide Risk Prediction: Prospective EHR-based Validation in a Large Clinical System

    • Michael Ripperger ;
    • Drew Wilimitis ;
    • William W. Stead ;
    • Kevin B. Johnson ;
    • Colin G. Walsh

    Action-oriented Artificial Intelligence for Suicide Risk Prediction: Prospective EHR-based Validation in a Large Clinical System


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    Being SaskWell: Implementing a Two-Way Texting Service to Support Mental Health and Wellness Connectivity

    • Tracie Risling ;
    • Gillian Strudwick ;
    • Iman Kassam ;
    • Courtney Carlberg ;
    • John Tyler Moss

    Being SaskWell: Implementing a Two-Way Texting Service to Support Mental Health and Wellness Connectivity


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

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

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


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    Recommendations on Building a Sustainable AMIA Centered Around Diversity, Equity and Inclusion Practices—A Preliminary Report

    • Rubina F. Rizvi ;
    • Casey O. Taylor ;
    • Carl E. Johnson ;
    • Tiffani J. Bright

    Recommendations on Building a Sustainable AMIA Centered Around Diversity, Equity and Inclusion Practices—A Preliminary Report


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    Designing a Clinical Decision Support Framework from Primary Care Quality Performance Metric Dashboard to Individualized Patient Recommendation

    • Amy E. Robinson ;
    • Tanya Podchiyska ;
    • Samson Tu ;
    • Justin G. Chambers ;
    • Omar A. Usman ;
    • Vishal Duggal ;
    • Anju Sahay ;
    • Susana B. Martins ;
    • Michael Ashcraft ;
    • Mary K. Goldstein

    Designing a Clinical Decision Support Framework from Primary Care Quality Performance Metric Dashboard to Individualized Patient Recommendation


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    Chronic Medical Conditions effects on Telemedicine Implementation During the COVID-19 Pandemic in Senior US Adults

    • Jorge M. Rodriguez-Fernandez ;
    • Emily Danies ;
    • William Galanter ;
    • Ayis Pyrros ;
    • Andrew Boyd ;
    • Karl Kochendorfer

    Chronic Medical Conditions effects on Telemedicine Implementation During the COVID-19 Pandemic in Senior US Adults


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    Identifying Open-Source Health Information Technology Tools for Healthcare Researchers

    • Ronald E. Romero Barrientos ;
    • Siddhartha Nambiar ;
    • Tracy Kim ;
    • Julia Sheehan ;
    • Laura C. Schubel ;
    • Sadaf Kazi ;
    • Kristen E. Miller

    Identifying Open-Source Health Information Technology Tools for Healthcare Researchers


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    Evaluating Brain Age Models in Adolescents with CHD

    • Joy Roy ;
    • Ashok Panigrahy ;
    • Rafael Ceschin

    Evaluating Brain Age Models in Adolescents with CHD


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    Content Analysis and Development of a Taxonomy for Value Set Issues

    • Elise M. Russo ;
    • Arianna E. Nimocks ;
    • Dean F. Sittig ;
    • Adam Wright

    Content Analysis and Development of a Taxonomy for Value Set Issues


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    Prediction Model for Detecting Asymptomatic Covid-19 Infection in Preoperative Patients

    • Amit K. Saha ;
    • Scott Segal

    Prediction Model for Detecting Asymptomatic Covid-19 Infection in Preoperative Patients


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    Characteristics of Safety Dashboards used by Harvard-Affiliated Hospitals

    • Hojjat Salmasian ;
    • Michelle Frits ;
    • Christine Iannaccone ;
    • Sevan Dulgarian ;
    • Laura C. Myers ;
    • Merranda Logan ;
    • David Levine ;
    • Christopher Roy ;
    • Lynn A. Volk ;
    • David Shahian ;
    • Elizabeth Mort ;
    • David W. Bates

    Characteristics of Safety Dashboards used by Harvard-Affiliated Hospitals


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    User Centered Design of a Clinical Deterioration Response System for Outpatient Cancer Patients

    • Megan E. Salwei ;
    • Laurie L. Novak ;
    • Shilo Anders ;
    • Kim M. Unertl ;
    • Carrie Reale ;
    • Joyce M. Harris ;
    • Jason M. Slagle ;
    • Leigh Anne Tang ;
    • Michelle Gomez ;
    • Zhoujun Sun ;
    • Madhavi Mani ;
    • Reena Zhang ;
    • Akhil Choudhary ;
    • Paromita Nath ;
    • Matthew B. Weinger ;
    • Daniel France

    User Centered Design of a Clinical Deterioration Response System for Outpatient Cancer Patients


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    Incorporation of American Hospital Association Annual Survey Data into a Health Services Research Data Warehouse

    • Nichole Samuy ;
    • Bunyamin Ozaydin ;
    • Ferhat D. Zengul

    Incorporation of American Hospital Association Annual Survey Data into a Health Services Research Data Warehouse


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    Analyzing Associated Data Tracking via PubMed Secondary Source ID

    • Amanda R. Sawyer ;
    • Vojtech Huser

    Analyzing Associated Data Tracking via PubMed Secondary Source ID


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    Utilizing a Clinical Decision Support Alert to Increase Nasal MRSA PCR Ordering and Reduce Vancomycin Course Duration

    • Diana J. Schreier ;
    • Patrick Wieruszewski

    Utilizing a Clinical Decision Support Alert to Increase Nasal MRSA PCR Ordering and Reduce Vancomycin Course Duration


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    Using Mobile Integrated Health and Telehealth to Support Transitions of Care among Heart Failure Patients; MIGHTy Heart study protocol

    • Leah Shafran Topaz ;
    • Brock Daniels ;
    • Kevin Munjal ;
    • Meghan Reading Turchioe ;
    • Rainu Kaushal ;
    • Ruth Masterson Creber

    Using Mobile Integrated Health and Telehealth to Support Transitions of Care among Heart Failure Patients; MIGHTy Heart study protocol


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    Impact of Social Determinants of Health on Predictive Models in 30-Day Hospital Readmission or Death for Patients with Severe Obesity

    • Marianne Sharko ;
    • Yongkang Zhang ;
    • Yiye Zhang ;
    • Evan Sholle ;
    • Sajjad Abedian ;
    • Meghan Reading Turchioe ;
    • Jessica S. Ancker

    Impact of Social Determinants of Health on Predictive Models in 30-Day Hospital Readmission or Death for Patients with Severe Obesity


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    A multi-label classifier to screen different types of substance misuse in hospitalized patients

    • Brihat Sharma ;
    • Dmitriy Dligach ;
    • Hale Thomson ;
    • Matthew M. Churpek ;
    • Niranjan Karnik ;
    • Majid Afshar

    A multi-label classifier to screen different types of substance misuse in hospitalized patients


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    Radiographic Manifestations in Tuberculosis Patients Coinfected with Diabetes Mellitus: A Systematic Review and Meta-Analysis

    • Lincoln R. Sheets ;
    • Leonardo Martinez ;
    • Trang H. Quach ;
    • Yang Ge ;
    • Rosina Marchan ;
    • Philip Hill ;
    • Henok G. Woldu

    Radiographic Manifestations in Tuberculosis Patients Coinfected with Diabetes Mellitus: A Systematic Review and Meta-Analysis


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    Content in Context – Individualizing Knowledge Resources for Delivery at the Point of Care

    • Jane L. Shellum ;
    • Davide Sottara ;
    • Robert R. Freimuth ;
    • Aaron Nathan ;
    • Adam M. Bartscher

    Content in Context – Individualizing Knowledge Resources for Delivery at the Point of Care


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    Digital Mental Health Priorities of People Affected by Mental Health Problems: A Pan-Canadian Survey

    • Nelson Shen ;
    • Iman Kassam ;
    • Navi Boparai ;
    • Sheng Chen ;
    • Clement Ma ;
    • Wei Wang ;
    • Damian Jankowicz ;
    • Gillian Strudwick

    Digital Mental Health Priorities of People Affected by Mental Health Problems: A Pan-Canadian Survey


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    Accessing Electronic Medical Record Data Through a Breast Cancer Prevention Decision Support Tool: Usability and Pilot Testing of a SMART on FHIR API

    • Thomas B. Silverman ;
    • Jacquelyn Amenta ;
    • Jill Dimond ;
    • Cynthia Law ;
    • Tarsha Jones ;
    • Katherine Crew ;
    • Rita Kukafka

    Accessing Electronic Medical Record Data Through a Breast Cancer Prevention Decision Support Tool: Usability and Pilot Testing of a SMART on FHIR API


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    Integrative Analyses Identify Susceptibility Genes Underlying COVID-19 Hospitalization

    • Kritika Singh ;
    • Gita Pathak ;
    • Tyne Miller-Flemming ;
    • Frank Wendt ;
    • Nava Ehsan ;
    • Kangcheng Hou ;
    • Ruth Johnson ;
    • Zeyun Lu ;
    • Shyamalika Gopalan ;
    • Loic Yang ;
    • Pejman Mohammadi ;
    • Bogdan Pasaniuc ;
    • Renato Polimanti ;
    • Lea Davis ;
    • Nicholas Mancuso

    Integrative Analyses Identify Susceptibility Genes Underlying COVID-19 Hospitalization


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    Predictive Model for Inpatient Mortality

    • Joshua C. Smith ;
    • Allison B. McCoy ;
    • John A. Morris ;
    • Asli Weitkamp

    Predictive Model for Inpatient Mortality


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    Toward Privacy Implications in Developing and Deploying Chatbots in Informatics Research: Analysis of Chatbot Development Platforms

    • Diva Smriti ;
    • Rahil Rathod ;
    • Jina Huh-Yoo

    Toward Privacy Implications in Developing and Deploying Chatbots in Informatics Research: Analysis of Chatbot Development Platforms


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    Longitudinal Data of Cancer Patients with Prior Mental Health Diagnoses Show Differences in Demographics, Emergency Visits, and Suicidality Rates

    • Saira Somnay ;
    • William Chen ;
    • Lauren Boreta ;
    • Steve Braunstein ;
    • Julian C. Hong

    Longitudinal Data of Cancer Patients with Prior Mental Health Diagnoses Show Differences in Demographics, Emergency Visits, and Suicidality Rates


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    Natural Language Processing Algorithm to Detect Terms Representing Risk of Hospitalization or Emergency Department Visits during Home Health Care

    • Jiyoun Song ;
    • Marietta Ojo ;
    • Margaret McDonald ;
    • Kenrick Cato ;
    • Sarah C. Rossetti ;
    • Yolanda Barron ;
    • Sridevi Sridharan ;
    • Sena Chae ;
    • Mollie Hobensack ;
    • Kathryn H. Bowles ;
    • Maxim Topaz

    Natural Language Processing Algorithm to Detect Terms Representing Risk of Hospitalization or Emergency Department Visits during Home Health Care


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    Artificial intelligence identifies the progression of cancer patients with kidney disease

    • Qianqian Song ;
    • Jing Su

    Artificial intelligence identifies the progression of cancer patients with kidney disease


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    Deploying Conversational Agents to Facilitate Housing Assistance Needs Resulting from COVID-19

    • Brett R. South ;
    • Anita M. Preininger ;
    • Piyush Parmar ;
    • Rubina F. Rizvi ;
    • David Brotman ;
    • Shira Alevy ;
    • Mollie M. McKillop ;
    • Gretchen P. Jackson ;
    • William Kassler

    Deploying Conversational Agents to Facilitate Housing Assistance Needs Resulting from COVID-19


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    Automatic Stratification of Tabular Health Data

    • Skyler Speakman ;
    • Girmaw Abebe Tadesse ;
    • Victor Akinwande ;
    • William Ogallo ;
    • Claire-Helene Mershon ;
    • Nosa Orobaton ;
    • Daniel B. Neill

    Automatic Stratification of Tabular Health Data


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    The Missing Piece: Utilizing Social Work Documentation for the Collection of Social Determinants of Health

    • Amanda Steffon ;
    • Precious Faith H. Porter

    The Missing Piece: Utilizing Social Work Documentation for the Collection of Social Determinants of Health


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    Comparing Language Model Vocabulary Coverage on Clinical Documents

    • Bryan D. Steitz ;
    • Adam Wright

    Comparing Language Model Vocabulary Coverage on Clinical Documents


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    Use of the Electronic Health Record in Pediatric Medicine to Capture and Highlight Gender Identity in Order to Better Ensure Gender Affirming Care

    • Stacey T. Stokes ;
    • Jessica Herstek

    Use of the Electronic Health Record in Pediatric Medicine to Capture and Highlight Gender Identity in Order to Better Ensure Gender Affirming Care


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    Infographic use leads to better health outcomes among Latinos with HIV

    • Samantha Stonbraker ;
    • Gabriella Sanabria ;
    • Maureen George ;
    • Silvia Amesty ;
    • Ana F. Abraído-Lanza ;
    • Peter Gordon ;
    • Susan Olender ;
    • Tawandra Rowell-Cunsolo ;
    • Sophia Centi ;
    • Bryan McNair ;
    • Suzanne Bakken ;
    • Rebecca Schnall

    Infographic use leads to better health outcomes among Latinos with HIV


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    Service Delivery Adaptations: Telehealth Creative Arts Therapy in the Veterans Health Administration

    • Kristin M. Story ;
    • Sheri L. Robb ;
    • Alaina Preddie ;
    • Mindy E. Flanagan ;
    • Teresa M. Damush

    Service Delivery Adaptations: Telehealth Creative Arts Therapy in the Veterans Health Administration


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    A Machine Learning Approach for Identifying Emergent Phenotypes Associated with a Previous COVID Infection

    • Zachary H. Strasser ;
    • Hossein Estiri ;
    • Shawn N. Murphy

    A Machine Learning Approach for Identifying Emergent Phenotypes Associated with a Previous COVID Infection


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    Measuring the correctness of All of Us physical measurement

    • Lina Sulieman ;
    • Karthik Natarajan ;
    • Qingxia Chen ;
    • Robert J. Carroll ;
    • Kayla Marginean ;
    • Paul Harris ;
    • Andrea H. Ramirez

    Measuring the correctness of All of Us physical measurement


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    Generating Longitudinal Synthetic EHR Data with Recurrent Autoencoders and Generative Adversarial Networks

    • Siao Sun ;
    • Fusheng Wang ;
    • Sina Rashidian ;
    • Tahsin Kurc ;
    • Kayley Abell-hart ;
    • Janos Hajagos ;
    • Wei Zhu ;
    • Mary Saltz ;
    • Joel Saltz

    Generating Longitudinal Synthetic EHR Data with Recurrent Autoencoders and Generative Adversarial Networks


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    Extraction of Ambiguous Phrases Found Within Adverse Drug Event Mentions Using A Natural Language Processing-Based Annotation tool

    • Zhoujun Sun ;
    • Rubina F. Rizvi ;
    • Shilo Anders ;
    • Brett R. South ;
    • Elisabeth Scheufele ;
    • Karlis Draulis ;
    • Henry J. Feldman

    Extraction of Ambiguous Phrases Found Within Adverse Drug Event Mentions Using A Natural Language Processing-Based Annotation tool


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    How Can Artificial Intelligence Tools Be Used to Manage Future Pandemics? A Scoping Review of Key Use Cases

    • Ania Syrowatka ;
    • Masha Kuznetsova ;
    • Ava Alsubai ;
    • Adam L. Beckman ;
    • Paul A. Bain ;
    • Kelly J. Thomas Craig ;
    • Jianying Hu ;
    • Gretchen P. Jackson ;
    • Kyu Rhee ;
    • David W. Bates

    How Can Artificial Intelligence Tools Be Used to Manage Future Pandemics? A Scoping Review of Key Use Cases


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    Trauma Triage in an Information Rich Environment

    • Douglas A. Talbert ;
    • Steve Talbert

    Trauma Triage in an Information Rich Environment


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    Supervised Machine Learning of Nursing Flowsheet Data to Identify a Signal of Racial Bias

    • Brittany N. Taylor ;
    • Christopher Knaplund ;
    • Sarah C. Rossetti ;
    • Kenrick Cato

    Supervised Machine Learning of Nursing Flowsheet Data to Identify a Signal of Racial Bias


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    Telehealth Adoption and Healthcare Utilization During the COVID-19 Pandemic: Toward Understanding What Follows for Vulnerable Groups

    • Casey Overby Taylor ;
    • Ilia Rattsev ;
    • Jeremy A. Epstein ;
    • Jiawei Bai ;
    • Natalie Flaks-Manov

    Telehealth Adoption and Healthcare Utilization During the COVID-19 Pandemic: Toward Understanding What Follows for Vulnerable Groups


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    Towards building a Recommender System: Analyzing Resource Sharing on an Online Ovarian Cancer Community

    • Khushboo M. Thaker ;
    • Susan Birkhoff ;
    • Vivian Hui ;
    • Zhendong Wang ;
    • Peter L. Brusilovsky ;
    • Daqing He ;
    • Young Ji Lee

    Towards building a Recommender System: Analyzing Resource Sharing on an Online Ovarian Cancer Community


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    Assessment of Fast Healthcare Interoperability Resources Response Times in a Production Electronic Health Record Embedded Visualization

    • Jeritt G. Thayer ;
    • Megan O. Lewis ;
    • Jonathan Spergel ;
    • Robert<