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  • Podium Abstract

    Racial Representation Analysis in Dermatology Academic Materials

    • Girmaw Abebe Tadesse ;
    • Celia Cintas ;
    • Roxana Daneshjou ;
    • Kush Varshney ;
    • Peter Staar ;
    • Skyler Speakman ;
    • Kenya Andrews ;
    • Chinyere Agunwa ;
    • Justin Jia ;
    • Elizabeth Bailey ;
    • Jules Lipoff ;
    • Ginikanwa Onyekaba ;
    • Veronica Rottemberg ;
    • Ademide Adelekun ;
    • James Y. Zou

    Racial Representation Analysis in Dermatology Academic Materials


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    Feasibility of a Self-Administrated Elder Abuse Digital Screening Tool for Use in Emergency Department Settings

    • Fuad Abujarad ;
    • Esther Choo ;
    • Michael Pantalon ;
    • Karen Jubanyik ;
    • Dziura James ;
    • Chelsea Edwards ;
    • Gail D'Onofrio ;
    • Thomas Gill

    Feasibility of a Self-Administrated Elder Abuse Digital Screening Tool for Use in Emergency Department Settings


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    Exploring Automatic Summarization of the Hospital Course

    • Griffin Adams ;
    • Emily Alsentzer ;
    • Mert Ketenci ;
    • Jason Zucker ;
    • Noemie Elhadad

    Exploring Automatic Summarization of the Hospital Course


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    Multi-site Evaluation of Longitudinal Changes in Ejection Fraction in Heart Failure Patients Through Data-driven Phenotyping

    • Prakash Adekkanattu ;
    • Jennifer A. Pacheco ;
    • Joseph Kabariti ;
    • Daniel Stone ;
    • Yue Yu ;
    • Parag Goyal ;
    • Faraz S. Ahmad ;
    • Guoqian Jiang ;
    • Yuan Luo ;
    • Luke V. Rasmussen ;
    • Pascal Brandt ;
    • Zhenxing Xu ;
    • Jie Xu ;
    • Fei Wang ;
    • Natalie C. Benda ;
    • Thomas R. Campion ;
    • Jyotishman Pathak

    Multi-site Evaluation of Longitudinal Changes in Ejection Fraction in Heart Failure Patients Through Data-driven Phenotyping


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    Toward phenotyping of ventilator-induced lung injury with a damage-informed pulmonary model of lung-ventilator interaction.

    • David Albers ;
    • Deepak Agrawal ;
    • Bradford Smith ;
    • Peter Sottile ;
    • Tellen D. Bennett ;
    • Jake Stroh ;
    • George Hripcsak

    Toward phenotyping of ventilator-induced lung injury with a damage-informed pulmonary model of lung-ventilator interaction.


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    Imprecision and Preferences in Interpretation of Verbal Probabilities in Health: A Systematic Review

    • Katerina Andreadis ;
    • Ethan Chan ;
    • Minha Park ;
    • Natalie C. Benda ;
    • Mohit Manoj Sharma ;
    • Michelle Demetres ;
    • Diana Delgado ;
    • Elizabeth Sigworth ;
    • Qingxia Chen ;
    • Andrew Liu ;
    • Lisa Grossman Liu ;
    • Marianne Sharko ;
    • Brian Zikmund-Fisher ;
    • Jessica S. Ancker

    Imprecision and Preferences in Interpretation of Verbal Probabilities in Health: A Systematic Review


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    Spillover Effects from the HITECH Act on Innovation in Medical Informatics

    • Nate C. Apathy ;
    • A Jay Holmgren ;
    • Shane Greenstein

    Spillover Effects from the HITECH Act on Innovation in Medical Informatics


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    A Generalizable Framework for Cost-Effectiveness Analysis of Antihypertensive Drugs Leveraging Real-World Evidence

    • Douglas Arneson ;
    • Rohit Vashisht ;
    • Vivek Rudrapatna ;
    • Atul Butte

    A Generalizable Framework for Cost-Effectiveness Analysis of Antihypertensive Drugs Leveraging Real-World Evidence


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    Design for Health System Resilience in Challenging Times: A Framework for Remote Cancer Care Through Community Codesign

    • Eliah Aronoff-Spencer ;
    • Melanie McComsey ;
    • Alexandra Hubenko ;
    • Ming-Yuan Chih ;
    • Timothy Mullett ;
    • Corey E. Baker ;
    • John Kim ;
    • David K. Ahern ;
    • Michael C. Gibbons ;
    • Joseph Cafazzo ;
    • Pia Nyakairu ;
    • Robin C. Vanderpool ;
    • Bradford Hesse

    Design for Health System Resilience in Challenging Times: A Framework for Remote Cancer Care Through Community Codesign


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    Accurately and Privately Reporting Crowdsensed COVID-19 Data

    • Hafiz Asif ;
    • Periklis A. Papakonstantinou ;
    • Stephanie Shiau ;
    • Vivek Singh ;
    • Jaideep Vaidya

    Accurately and Privately Reporting Crowdsensed COVID-19 Data


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    Applying Real World Data to CDISC Standards through the Joint FHIR® to CDISC® Mapping Document

    • Rebecca L. Baker ;
    • Rhonda Facile ;
    • Bess LeRoy

    Applying Real World Data to CDISC Standards through the Joint FHIR® to CDISC® Mapping Document


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    Toward Patient-Centered Informatics Solutions: The Role of Intersectionality

    • Emily Bascom ;
    • Reggie Casanova-Perez ;
    • Harshini Ramaswamy ;
    • Deepthi Mohanraj ;
    • Janice Sabin ;
    • Wanda Pratt ;
    • Andrea Hartzler

    Toward Patient-Centered Informatics Solutions: The Role of Intersectionality


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    Beyond Absolute Acuity: Changes in Relative Acuity Direct Proactive Rapid Response Teams toward Meaningful Interventions

    • Joseph Beals ;
    • Kathy Belk ;
    • Sheila Coonan ;
    • Jacqueline Laird

    Beyond Absolute Acuity: Changes in Relative Acuity Direct Proactive Rapid Response Teams toward Meaningful Interventions


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    A Framework to Support Diversity, Equity, and Inclusion within AMIA Through Strengthened Pathways, Support and Leadership

    • Oliver J. Bear Don't Walk ;
    • Kevin K. Wiley ;
    • Lois Walters-Threat ;
    • Rebecca L. Rivera ;
    • Martin C. Were ;
    • Tiffani J. Bright

    A Framework to Support Diversity, Equity, and Inclusion within AMIA Through Strengthened Pathways, Support and Leadership


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    Forecasting Inpatient Bed Demand to Respond to the COVID-19 Pandemic

    • Biplab Sudhin Bhattacharya ;
    • Debdipto Misra ;
    • Eric Reich ;
    • Jason Puckey ;
    • David Vawdrey

    Forecasting Inpatient Bed Demand to Respond to the COVID-19 Pandemic


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    LVHNet: Detecting Cardiac Structural Abnormalities with Chest X-Rays

    • Shreyas Bhave ;
    • Pierre Elias ;
    • Victor A. Rodriguez ;
    • Timothy Poterucha ;
    • Simi Mutasa ;
    • Jay Leb ;
    • Nir Uriel ;
    • Adler Perotte

    LVHNet: Detecting Cardiac Structural Abnormalities with Chest X-Rays


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    Multi-Channel LSTM for Modeling Irregularly Sampled Time Series

    • Shreyas Bhave ;
    • Adler Perotte

    Multi-Channel LSTM for Modeling Irregularly Sampled Time Series


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    Latinx Acculturation Scales: Scoping Review and Novel Scale Selection Tool

    • Anweysha Bhowmik ;
    • Logan Cameron ;
    • Julia Ivanova ;
    • Stanley Haynes ;
    • Ariana Cano ;
    • George Runger ;
    • Anita Murcko

    Latinx Acculturation Scales: Scoping Review and Novel Scale Selection Tool


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    Augmenting Barbershop Initiative Health Promotion with Wearables in African-American Populations

    • Lisa Anne Bove ;
    • Stephanie Turrise

    Augmenting Barbershop Initiative Health Promotion with Wearables in African-American Populations


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    Developing an Academic-Industry Internship to Train Next-Generation Biomedical Informaticians

    • Tiffani J. Bright ;
    • Allison B. McCoy ;
    • Dilhan Weeraratne ;
    • Kim M. Unertl

    Developing an Academic-Industry Internship to Train Next-Generation Biomedical Informaticians


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    How Will AMIA Lead? An Environmental Scan of Diversity, Equity, and Inclusion Activities within the Healthcare and Health IT Space

    • Tiffani J. Bright ;
    • Carolyn Petersen ;
    • Karen Wang ;
    • Clair Kronk ;
    • Patricia C. Dykes

    How Will AMIA Lead? An Environmental Scan of Diversity, Equity, and Inclusion Activities within the Healthcare and Health IT Space


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    To Deep or Not to Deep: Comparison of Traditional and Deep Learning Models in Disease Prediction from Electronic Health Records

    • Alon Brutzkus ;
    • Pinchas Akiva ;
    • Guy Amit

    To Deep or Not to Deep: Comparison of Traditional and Deep Learning Models in Disease Prediction from Electronic Health Records


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    Linguistic indicators of Behavioral Activation in text-based therapy sessions anticipate changes in depression symptomatology

    • Hannah A. Burkhardt ;
    • George Alexopoulos ;
    • Michael D. Pullmann ;
    • Thomas D. Hull ;
    • Patricia A. Areán ;
    • Trevor A. Cohen

    Linguistic indicators of Behavioral Activation in text-based therapy sessions anticipate changes in depression symptomatology


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    Obesity Classifier Performance Disparities by Demographic Subgroup

    • Elizabeth A. Campbell ;
    • Saurav Bose ;
    • Aaron J. Masino

    Obesity Classifier Performance Disparities by Demographic Subgroup


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    Clinical Decision Support with a Comprehensive in-EHR Patient Tracking System to Improve Inpatient Genetic Testing Follow Up

    • Ian M. Campbell ;
    • Morgan L. McManus ;
    • David C. Junod ;
    • Fred C. Cusick ;
    • Sarah E. Sheppard ;
    • Eli M. Lourie ;
    • Eric D. Shelov ;
    • Anthony Luberti

    Clinical Decision Support with a Comprehensive in-EHR Patient Tracking System to Improve Inpatient Genetic Testing Follow Up


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    Data-Driven Patterns in Protective Effects of Ibuprofen and Ketorolac on Hospitalized Covid-19 Patients

    • Rich Caruana ;
    • Benjamin J. Lengerich ;
    • Yindalon Aphinyanaphongs

    Data-Driven Patterns in Protective Effects of Ibuprofen and Ketorolac on Hospitalized Covid-19 Patients


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    Deep learning detection of reticular pseudodrusen using multi-modal, multi-task, and multi-attention mechanisms: towards automated and accessible classification of age-related macular degeneration

    • Qingyu Chen ;
    • Tiarnan D. Keenan ;
    • Emily Y. Chew ;
    • Zhiyong Lu

    Deep learning detection of reticular pseudodrusen using multi-modal, multi-task, and multi-attention mechanisms: towards automated and accessible classification of age-related macular degeneration


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    Reproducibility in biomedical natural language processing: A FAIR approach to what we need to know

    • Kevin B. Cohen ;
    • Anna M. Ripple ;
    • Asma Ben Abacha ;
    • Olivier Bodenreider ;
    • Orin Hargraves ;
    • Karin Verspoor ;
    • Pierre Zweigenbaum ;
    • Dina Demner-Fushman

    Reproducibility in biomedical natural language processing: A FAIR approach to what we need to know


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    Examining the Sociotechnical Process of Clinical Photography to Encourage Photo Diversity in Medical Education

    • Benjamin Collins ;
    • Linda Felver ;
    • Pamela Pierce

    Examining the Sociotechnical Process of Clinical Photography to Encourage Photo Diversity in Medical Education


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    A Retrospective Analysis of Machine Learning Driven Antibiotic Selection in the Emergency Department

    • Conor K. Corbin ;
    • Arhana Chattopadhyah ;
    • Lillian Sung ;
    • Amy Chang ;
    • Stan Deresinski ;
    • Jonathan H. Chen

    A Retrospective Analysis of Machine Learning Driven Antibiotic Selection in the Emergency Department


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    Development and Validation of a Machine Learning Model to Predict Contact Moments in Post-Myocardial Infarction Home Measurements

    • Anne A.H. de Hond ;
    • Esmee Stoop ;
    • Nicole van Keulen ;
    • Loes van Winden ;
    • Ellen Poorter ;
    • Douwe Atsma ;
    • Ilse Kant ;
    • Ewout Steyerberg

    Development and Validation of a Machine Learning Model to Predict Contact Moments in Post-Myocardial Infarction Home Measurements


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    Using Genomic Association Replication Rates as an EHR Quality Measure via the Phenotype-Genotype Reference Map (PGRM)

    • Sarah DeLozier ;
    • Josh F. Peterson ;
    • Joshua Denny ;
    • Lisa Bastarache

    Using Genomic Association Replication Rates as an EHR Quality Measure via the Phenotype-Genotype Reference Map (PGRM)


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    Can reproducibility be improved in clinical natural language processing? A study of 7 clinical NLP suites

    • William Digan ;
    • Aurelie Neveol ;
    • Antoine Neuraz ;
    • Maxime Wack ;
    • David Baudoin ;
    • Anita Burgun ;
    • Bastien Rance

    Can reproducibility be improved in clinical natural language processing? A study of 7 clinical NLP suites


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    Alerting Primary Care Teams to Out-of-Network Acute Care Events using Health Information Exchange: Impact on Timely Follow-Up

    • Brian E. Dixon ;
    • Kimberly M. Judon ;
    • Ashley Schwartzkopf ;
    • Vivian Guerrero Aquino ;
    • Nicholas Koufacos ;
    • Justine May ;
    • Cathy C. Schubert ;
    • Kenneth Boockvar

    Alerting Primary Care Teams to Out-of-Network Acute Care Events using Health Information Exchange: Impact on Timely Follow-Up


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    Informing Symptom Science Using a Citizen Science Application in the COVID-19 Pandemic

    • Caitlin Dreisbach ;
    • Katherine South ;
    • Theresa Koleck ;
    • Veronica Barcelona ;
    • Lena Mamykina ;
    • Noemi Elhadad ;
    • Suzanne Bakken

    Informing Symptom Science Using a Citizen Science Application in the COVID-19 Pandemic


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    Clinical Decision Support in the Pediatric ICU: A Multi-Institution Survey

    • Adam C. Dziorny ;
    • Julia Heneghan ;
    • Moodakare A. Bhat ;
    • Dean Karavite ;
    • L. Nelson Sanchez-Pinto ;
    • Jennifer McArthur ;
    • Naveen Muthu

    Clinical Decision Support in the Pediatric ICU: A Multi-Institution Survey


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    Development and Global Use of a Platform-Independent Mobile App to Enable Citizen-Scientist Data Collection on Mask-Wearing

    • Peter J. Embi ;
    • Marcelo A. Lopetegui ;
    • Joshua R. Vest

    Development and Global Use of a Platform-Independent Mobile App to Enable Citizen-Scientist Data Collection on Mask-Wearing


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    Advancing National HIE Measurement by Using Shared Patients Volume

    • Jordan Everson ;
    • Julia Adler-Milstein

    Advancing National HIE Measurement by Using Shared Patients Volume


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    The Relationship between Multiple Methods used to Obtain Health Information and Use of Outside Information by Hospitals

    • Jordan Everson ;
    • Vaishali Patel

    The Relationship between Multiple Methods used to Obtain Health Information and Use of Outside Information by Hospitals


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    Collecting and Sharing ECG Data with Privacy Protection

    • Liyue Fan ;
    • Zeyun Wu ;
    • Luca Bonomi

    Collecting and Sharing ECG Data with Privacy Protection


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    Radiology Dictation Errors with COVID-19 Protective Equipment: Does Wearing a Surgical Mask Increase the Error Rate When Using Speech-Recognition?

    • Abiola Femi-Abodunde ;
    • Kristen Olinger ;
    • Lauren Burke ;
    • Thad Benefield ;
    • Ellie Lee ;
    • Katrina McGinty ;
    • Benjamin Mervak

    Radiology Dictation Errors with COVID-19 Protective Equipment: Does Wearing a Surgical Mask Increase the Error Rate When Using Speech-Recognition?


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    Identifying Communication Behavior Indicators in Secure Messages

    • Dezon K. Finch ;
    • Lina Bouayad ;
    • Timothy P. Hogan ;
    • Sarah Cutrona ;
    • Byron Wallace ;
    • Stephen L. Luther ;
    • Bridget Smith ;
    • Stephanie L. Shimada

    Identifying Communication Behavior Indicators in Secure Messages


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    High-throughput sequencing of SARS-CoV-2 in wastewater provides insights into circulating variants

    • Rafaela S. Fontenele ;
    • Simona Kraberger ;
    • James Hadfield ;
    • Erin M. Driver ;
    • Devin Bowes ;
    • LaRinda A. Holland ;
    • Temitope O. Faleye ;
    • Sangeet Adhikari ;
    • Rahul Kumar ;
    • Rosa Inchausti ;
    • Wydale K. Holmes ;
    • Stephanie Deitrick ;
    • Philip Brown ;
    • Darrell Duty ;
    • Aruni Bhatnagar ;
    • Ray A. Yeager ;
    • Rochelle H. Holm ;
    • Kevin Dixon ;
    • Tim Constantine ;
    • Melissa A. Wilson ;
    • Efrem S. Lim ;
    • Xiaofang Jiang ;
    • Rolf U. Halden ;
    • Matthew Scotch ;
    • Arvind Varsani

    High-throughput sequencing of SARS-CoV-2 in wastewater provides insights into circulating variants


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    Can ICD-11 Replace ICD-10-CM for Morbidity Coding in the U.S.?

    • Kin Wah Fung ;
    • Julia Xu ;
    • Shannon McConnell-Lamptey ;
    • Donna Pickett ;
    • Olivier Bodenreider

    Can ICD-11 Replace ICD-10-CM for Morbidity Coding in the U.S.?


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    Mining and characterizing long-COVID symptoms from self-reports on Reddit

    • Yao Ge ;
    • Yuting Guo ;
    • Abeed Sarker

    Mining and characterizing long-COVID symptoms from self-reports on Reddit


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    Impact of a Clinical Decision Support Tool for Cardiovascular Preventive Care in Community Health Centers: Randomized Trial Results

    • Rachel Gold ;
    • Patrick J. O'Connor ;
    • Annie Larson ;
    • JoAnn Sperl-Hillen ;
    • Dave Boston ;
    • Lauren Crain ;
    • Christina Sheppler ;
    • Mary Middendorf ;
    • Ann Romer ;
    • John Heintzman ;
    • Deepika Appana

    Impact of a Clinical Decision Support Tool for Cardiovascular Preventive Care in Community Health Centers: Randomized Trial Results


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    Patient perspectives on an interactive mHealth intervention to improve symptom management and medication adherence in early-stage breast cancer: Evidence from the THRIVE Study

    • Ilana Graetz ;
    • Rebecca Krukowski ;
    • Janeane Anderson ;
    • Mehmet Kocak ;
    • Teresa Waters ;
    • Edward Stepanski ;
    • Andrea Curry ;
    • Gregory A. Vidal ;
    • Andrew Robles ;
    • Lee Schwartzberg

    Patient perspectives on an interactive mHealth intervention to improve symptom management and medication adherence in early-stage breast cancer: Evidence from the THRIVE Study


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    Evaluation of Token Collections and Matching Models to Support Privacy-Preserving Record Linkage (PPRL)

    • Shaun Grannis ;
    • Abel Kho ;
    • Jasmin Phua ;
    • Suranga N. Kasthurirathne

    Evaluation of Token Collections and Matching Models to Support Privacy-Preserving Record Linkage (PPRL)


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    Precision VISSTA Study: mHealth Physical Activity Patterns and Patient-Reported Outcomes in Patients with Inflammatory Bowel Diseases

    • Ashley C. Griffin ;
    • Lucas Mentch ;
    • Feng-Chang Lin ;
    • Arlene E. Chung

    Precision VISSTA Study: mHealth Physical Activity Patterns and Patient-Reported Outcomes in Patients with Inflammatory Bowel Diseases


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

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

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


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    Assessing the Documentation of Social Needs in Electronic Health Records' Unstructured Data: A Collaboration of Johns Hopkins Health System and Kaiser Permanente

    • Elham Hatef ;
    • Masoud Rouhizadeh ;
    • Claudia Nau ;
    • Fagen Xie ;
    • Ariadna Padilla ;
    • Lindsay Joe Lyons ;
    • Christopher Rouillard ;
    • Mahmoud Abu-Nasser ;
    • Hadi Kharrazi ;
    • Jonathan Weiner ;
    • Douglas Roblin

    Assessing the Documentation of Social Needs in Electronic Health Records' Unstructured Data: A Collaboration of Johns Hopkins Health System and Kaiser Permanente


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    A Hybrid Approach to Semi-Automate the Screening Process for Living Systematic Reviews and Meta-Analysis

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

    A Hybrid Approach to Semi-Automate the Screening Process for Living Systematic Reviews and Meta-Analysis


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    Investigating the Narratives of Anti-Asian Hate Speech on Twitter During the COVID-19 Pandemic

    • Lu He ;
    • Ya Cheng ;
    • Tianyang Zhou ;
    • Yongxu Xian

    Investigating the Narratives of Anti-Asian Hate Speech on Twitter During the COVID-19 Pandemic


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    Apps for Covid-19 in Germany: Assessment Using the Mobile Application Rating Scale

    • Felix Holl ;
    • Fabian Flemisch ;
    • Walter J. Swoboda ;
    • Johannes Schobel

    Apps for Covid-19 in Germany: Assessment Using the Mobile Application Rating Scale


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    Assessing the Impact of COVID-19 on Clinician Electronic Health Record Use

    • A Jay Holmgren ;
    • N. Lance Downing ;
    • Mitchell Tang ;
    • Christopher Sharp ;
    • Christopher A. Longhurst ;
    • Robert S. Huckman

    Assessing the Impact of COVID-19 on Clinician Electronic Health Record Use


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    Patient Asynchronous Response to Coronavirus Disease 2019 (COVID-19): A Retrospective Analysis of Patient Portal Messages

    • Ming Huang ;
    • Aditya Khurana ;
    • George Mastorakos ;
    • Andrew Wen ;
    • Huan He ;
    • Liwei Wang ;
    • Sijia Liu ;
    • Yanshan Wang ;
    • Julie Prigge ;
    • Brian Costello ;
    • Nilay D. Shah ;
    • Henry Ting ;
    • Christi Patten ;
    • Jungwei Fan ;
    • Hongfang Liu

    Patient Asynchronous Response to Coronavirus Disease 2019 (COVID-19): A Retrospective Analysis of Patient Portal Messages


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    Deep Significance Clustering (DICE) a Heterogenous Population

    • Yufang Huang ;
    • Yifan Liu ;
    • Peter A. Steel ;
    • Kelly M. Axsom ;
    • John R. Lee ;
    • Sri Lekha Tummalapalli ;
    • Alison Hermann ;
    • Rochelle Joly ;
    • Fei Wang ;
    • Jyotishman Pathak ;
    • Lakshminarayanan Subramanian ;
    • Yiye Zhang

    Deep Significance Clustering (DICE) a Heterogenous Population


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    Leveraging the MedDRA Biomedical Terminology and Weak Labeling for Mental Health Symptom Surveillance from patient Notes

    • Marie Humbert-Droz ;
    • Suzanne Tamang ;
    • Olivier Gevaert

    Leveraging the MedDRA Biomedical Terminology and Weak Labeling for Mental Health Symptom Surveillance from patient Notes


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    Opportunities to Improve Social Determinants of Health Screening Implementation Through Training and Support for Providers: Implications for Health Information Technology

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

    Opportunities to Improve Social Determinants of Health Screening Implementation Through Training and Support for Providers: Implications for Health Information Technology


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    A Data-Driven Algorithm to Recommend Initial Clinical Workup for Outpatient Specialty Referral

    • Wui Ip ;
    • Priya Prahalad ;
    • Jonathan Palma ;
    • Jonathan H. Chen

    A Data-Driven Algorithm to Recommend Initial Clinical Workup for Outpatient Specialty Referral


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    Tuberculosis treatment support tools: Iterative refinement based on a mixed-method randomized controlled pilot study and usability testing

    • Sarah Iribarren ;
    • Kyle Goodwin ;
    • Alex Stabile ;
    • Alfie Vidrio ;
    • Rebecca Schnall ;
    • George Demiris

    Tuberculosis treatment support tools: Iterative refinement based on a mixed-method randomized controlled pilot study and usability testing


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    TeamTat: A Collaborative Text Annotation Tool for Creating Gold-Standard Corpora

    • Rezarta Islamaj ;
    • Dongseop Kwon ;
    • Sun Kim ;
    • Zhiyong Lu

    TeamTat: A Collaborative Text Annotation Tool for Creating Gold-Standard Corpora


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    NLM-Chem, a Gold-Standard Corpus for Chemical Entity Recognition in PubMed Full Text Literature

    • Rezarta Islamaj ;
    • Robert Leaman ;
    • David Cissel ;
    • Cathleen Coss ;
    • Carol Fisher ;
    • Rob Guzman ;
    • Preeti G. Kochar ;
    • Dorothy Trinh ;
    • Deborah Whitman ;
    • Keiko Sekiya ;
    • Zhiyong Lu

    NLM-Chem, a Gold-Standard Corpus for Chemical Entity Recognition in PubMed Full Text Literature


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    Medical Curriculum Elective to Integrate Clinical Analytics and Artificial Intelligence in Preparing Physicians for the Digitally Enabled Practice

    • Miriam Isola ;
    • Radhika Sreedhar ;
    • Linda F. Chang ;
    • Tushar Patel ;
    • Max Anderson ;
    • Jacob Krive

    Medical Curriculum Elective to Integrate Clinical Analytics and Artificial Intelligence in Preparing Physicians for the Digitally Enabled Practice


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    Leveraging precisionFDA and Synthetic Data to Improve Veteran Healthcare

    • Bocheng Jing ;
    • Anish Prasanna ;
    • Elaine Johanson ;
    • Sarah Stephens ;
    • Samir Lababidi ;
    • Ezekiel Maier ;
    • Amanda Purnell

    Leveraging precisionFDA and Synthetic Data to Improve Veteran Healthcare


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    Responding to a Crisis of Veteran Suicide QUICkly: A Qualitative Interdisciplinary Collaboration

    • Andrea F. Kalvesmaki ;
    • Alec Chapman ;
    • Kelly S. Peterson ;
    • Mary Jo Pugh ;
    • Makoto Jones ;
    • Theresa Gleason

    Responding to a Crisis of Veteran Suicide QUICkly: A Qualitative Interdisciplinary Collaboration


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    Improving Outcomes for Pediatric Patients with Metabolic Conditions in the ED using User Centered Design for Order Sets

    • Swaminathan Kandaswamy ;
    • Shabnam Jain ;
    • Dwight Chambers ;
    • William R. Wilcox ;
    • Beesan Agha ;
    • Sara Brown ;
    • Evan W. Orenstein

    Improving Outcomes for Pediatric Patients with Metabolic Conditions in the ED using User Centered Design for Order Sets


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    How Robust is Your Risk Model? Assessing Subpopulation Performance Heterogeneity in Risk Models Based on Discrimination, Calibration, and Fairness Measures: An Atrial Fibrillation Use Case

    • Uri Kartoun ;
    • Shaan Khurshid ;
    • Bum Chul Kwon ;
    • Amit Khera ;
    • Patrick Ellinor ;
    • Steven Lubitz ;
    • Kenney Ng

    How Robust is Your Risk Model? Assessing Subpopulation Performance Heterogeneity in Risk Models Based on Discrimination, Calibration, and Fairness Measures: An Atrial Fibrillation Use Case


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    Informatics-Driven COVID-19 Vaccine Enterprise: Lessons for the Future

    • Nitu Kashyap ;
    • Sarah Kelly ;
    • Rebecca Mccray ;
    • Allen Hsiao

    Informatics-Driven COVID-19 Vaccine Enterprise: Lessons for the Future


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    NLP-Driven Automated News Monitoring Solution for COVID-19 Response

    • Mary Kennedy-Moore ;
    • Stephen A. Mustillo ;
    • Connor Kennedy ;
    • Zakir Hussain ;
    • Jessica D. Tenenbaum

    NLP-Driven Automated News Monitoring Solution for COVID-19 Response


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    COVID-19 Clinical and Social Surveillance System for After School Programs

    • Ellen K. Kerns ;
    • Russell McCulloh ;
    • Chad J. Abresch

    COVID-19 Clinical and Social Surveillance System for After School Programs


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    Improving the Prediction of Healthcare Costs and Utilization Using the Area Deprivation Index and Statewide Insurance Data

    • Hadi Kharrazi ;
    • Hsien-Yen Chang ;
    • Elham Hatef ;
    • Xiaomeng Ma ;
    • Jonathan Weiner

    Improving the Prediction of Healthcare Costs and Utilization Using the Area Deprivation Index and Statewide Insurance Data


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    FHIRedApp: A LEAP in Health Information Technology for Promoting Patient Access and Health Equity

    • Anjum Khurshid ;
    • Eliel C. de Oliveira ;
    • Vidya Laskhminarayanan ;
    • Vishal Abrol

    FHIRedApp: A LEAP in Health Information Technology for Promoting Patient Access and Health Equity


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    Clinical Concept Extraction Using Contextual String Embeddings

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

    Clinical Concept Extraction Using Contextual String Embeddings


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    Feasibility and efficacy of using commercially available mHealth technologies and tailored text messages to improve self-care in patients with heart failure: Phase I clinical trial of the iCardia4HF intervention

    • Spyros Kitsiou ;
    • Susan Pressler ;
    • Mayank Kansal ;
    • Susan Buchholz ;
    • Jinsong Chen ;
    • Jonathan Leigh ;
    • Ayomide Owoyemi ;
    • Ben S. Gerber

    Feasibility and efficacy of using commercially available mHealth technologies and tailored text messages to improve self-care in patients with heart failure: Phase I clinical trial of the iCardia4HF intervention


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    Challenges and Solutions to Promoting Evaluation Practices in Software Development Process within an Academic Medical Center

    • Polina Kukhareva ;
    • Charlene Weir ;
    • Thomas Reese ;
    • Teresa Taft ;
    • Guilherme Del Fiol ;
    • Kensaku Kawamoto

    Challenges and Solutions to Promoting Evaluation Practices in Software Development Process within an Academic Medical Center


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    Improving MHC Class I Antigen Processing Prediction via Representation Learning and Cleavage Site-Specific Kernels

    • Patrick J. Lawrence ;
    • Xia Ning

    Improving MHC Class I Antigen Processing Prediction via Representation Learning and Cleavage Site-Specific Kernels


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    Long Covid: A Comprehensive Collection of Articles Regarding Long-Haul Symptoms in COVID-19 Survivors

    • Robert Leaman ;
    • Qingyu Chen ;
    • Alexis Allot ;
    • Zhiyong lu $lastName

    Long Covid: A Comprehensive Collection of Articles Regarding Long-Haul Symptoms in COVID-19 Survivors


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    VA’s National Telehealth Program: Contrasting Telehealth Modalities used by Primary Care and Mental Health Specialties during the COVID-19 Pandemic

    • Lucinda B. Leung ;
    • Lisa Rubinstein ;
    • Erin Jaske ;
    • Chelle L. Wheat ;
    • Karin Nelson ;
    • Bradford L. Felker

    VA’s National Telehealth Program: Contrasting Telehealth Modalities used by Primary Care and Mental Health Specialties during the COVID-19 Pandemic


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    Impact of Sex and Gender Disparities on Computational Phenotyping: A Potential Barrier to an Equitable Learning Health System

    • Rebecca T. Levinson ;
    • Jennifer R. Malinowski ;
    • Luke V. Rasmussen ;
    • Suzette J Bielinski ;
    • Veronique L. Roger ;
    • Quinn S. Wells ;
    • Laura K. Wiley

    Impact of Sex and Gender Disparities on Computational Phenotyping: A Potential Barrier to an Equitable Learning Health System


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    Digital Readiness: Are Low-Income Populations Prepared for Telehealth?

    • Sunny C. Lin ;
    • Julie Reeder ;
    • Mary Vest ;
    • Kathy Harris ;
    • Jill Castek

    Digital Readiness: Are Low-Income Populations Prepared for Telehealth?


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    COVID-19 Mortality Prediction among Patients with Cancer Using a Large National Cohort

    • Feifan Liu ;
    • Noha Sharafeldin ;
    • Vithal Madhira ;
    • Kate Bradwell ;
    • Qianqian Song ;
    • Benjamin Bates ;
    • Yu R. Shao ;
    • Jing Su ;
    • Alfred J. Anzalone ;
    • Tim Bergquist ;
    • Sarah Cutrona ;
    • Ben S. Gerber ;
    • Peter Robinson ;
    • Justin Guinney ;
    • Umit Topaloglu

    COVID-19 Mortality Prediction among Patients with Cancer Using a Large National Cohort


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    Leveraging Transfer Learning to Analyze Opinions, Attitudes, and Behavioral Intentions Toward COVID-19 Vaccines

    • Siru Liu ;
    • Jialin Liu

    Leveraging Transfer Learning to Analyze Opinions, Attitudes, and Behavioral Intentions Toward COVID-19 Vaccines


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    A Longitudinal Study of Burnout and Clinical Workload Measured With Electronic Health Record Audit Logs

    • Sunny Lou ;
    • Daphne Lew ;
    • Derek Harford ;
    • Chenyang Lu ;
    • Bradley Evanoff ;
    • Jennifer Duncan ;
    • Thomas Kannampallil

    A Longitudinal Study of Burnout and Clinical Workload Measured With Electronic Health Record Audit Logs


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    Feasibility of using machine learning on insurance claims to identify correlates of lower extremity amputation in insured adults with type 2 diabetes who initiate treatment with sodium-glucose co-transporter 2 (SGLT-2) inhibitors

    • Yuan Luo ;
    • Andrew J. Cooper ;
    • Raymond Kang ;
    • Ronald Ackermann

    Feasibility of using machine learning on insurance claims to identify correlates of lower extremity amputation in insured adults with type 2 diabetes who initiate treatment with sodium-glucose co-transporter 2 (SGLT-2) inhibitors


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    Patient Preferences for Accessing, Communicating, and Sharing Health Information using Visualized Patient-Reported Outcomes

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

    Patient Preferences for Accessing, Communicating, and Sharing Health Information using Visualized Patient-Reported Outcomes


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    A Deep Learning Framework Using a Pre-trained BERT Model to Predict the Risk of Progression from Mild Cognitive Impairment to Alzheimer's Disease

    • Chengsheng Mao ;
    • Jie Xu ;
    • Luke V. Rasmussen ;
    • Jennifer A. Pacheco ;
    • Guoqian Jiang ;
    • Fei Wang ;
    • Richard Isaacson ;
    • Jyotishman Pathak ;
    • Yuan Luo

    A Deep Learning Framework Using a Pre-trained BERT Model to Predict the Risk of Progression from Mild Cognitive Impairment to Alzheimer's Disease


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    Integrating Evaluations of Predictive Algorithm-Driven Interventions into Clinical Workflows with the Dynamic Discontinuity Deployment Design

    • Ben J. Marafino ;
    • Alejandro Schuler ;
    • Vincent Liu ;
    • Art Owen ;
    • Gabriel J. Escobar ;
    • Michael Baiocchi

    Integrating Evaluations of Predictive Algorithm-Driven Interventions into Clinical Workflows with the Dynamic Discontinuity Deployment Design


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    Managing Health Care Knowledge in Predictive Modeling, Clinical Decision Support and Metric Reporting – eXecutable Library Architecture (XLA)

    • Susana B. Martins ;
    • Cora L. Bernard ;
    • Suzanne Tamang ;
    • Jodie Trafton

    Managing Health Care Knowledge in Predictive Modeling, Clinical Decision Support and Metric Reporting – eXecutable Library Architecture (XLA)


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    Longitudinal Performance of a Machine Learning NICU Sepsis Predictor

    • Aaron J. Masino ;
    • Mary C. Harris ;
    • Lakshmi Srinivasan ;
    • Robert W. Grundmeier

    Longitudinal Performance of a Machine Learning NICU Sepsis Predictor


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    “There for You Every Day”: Pilot Study of an Automated Conversational Health Coach

    • Elliot G. Mitchell ;
    • Lena Mamykina

    “There for You Every Day”: Pilot Study of an Automated Conversational Health Coach


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    Pragmatic Patient Reported Outcomes via EHR Patient Portal vs. Telephone: A Pilot Randomized Controlled Trial among Adults with Epilepsy and Anxiety or Depression Symptoms

    • Heidi M. Munger Clary ;
    • Beverly M. Snively ;
    • Umit Topaloglu ;
    • Pamela Duncan ;
    • James Kimball ;
    • Halley Alexander ;
    • Gretchen A. Brenes

    Pragmatic Patient Reported Outcomes via EHR Patient Portal vs. Telephone: A Pilot Randomized Controlled Trial among Adults with Epilepsy and Anxiety or Depression Symptoms


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    Predicting Level of Care for Emergency Hospital Admissions to Optimize Triage

    • Minh Nguyen ;
    • Nicolai P. Ostberg ;
    • Conor K. Corbin ;
    • Tiffany Eulalio ;
    • Gautam Machiraju ;
    • Ben J. Marafino ;
    • Michael Baiocchi ;
    • Christian Rose ;
    • Jonathan H. Chen

    Predicting Level of Care for Emergency Hospital Admissions to Optimize Triage


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    Developing an Automated Recipient Risk Prediction Tool for Life-long Mortality After Pediatric Heart Transplantation

    • Yizhao Ni ;
    • Farhan Zafar ;
    • Alia Dani ;
    • David Morales ;
    • Lara Kanbar

    Developing an Automated Recipient Risk Prediction Tool for Life-long Mortality After Pediatric Heart Transplantation


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    Experiences of Discrimination and Withholding Information from Providers

    • Paige M. Nong ;
    • Alicia Williamson ;
    • Jodyn Platt ;
    • Denise Anthony

    Experiences of Discrimination and Withholding Information from Providers


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    PHenotype Observed Entity Baseline Endorsements (PHOEBE) - recommender system for concept selection in phenotype algorithm development

    • Anna Ostropolets ;
    • Patrick B. Ryan ;
    • George Hripcsak

    PHenotype Observed Entity Baseline Endorsements (PHOEBE) - recommender system for concept selection in phenotype algorithm development


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    Evaluation of the Portability of Natural Language Processing-based Computable Phenotypes in the eMERGE Network

    • Jennifer A. Pacheco ;
    • Luke V. Rasmussen ;
    • Ken Wiley ;
    • Thomas N. Person ;
    • David J. Cronkite ;
    • Sunghwan Sohn ;
    • Shawn N. Murphy ;
    • Justin H. Gundelach ;
    • Vivian Gainer ;
    • Victor M. Castro ;
    • Cong Liu ;
    • Todd Lingren ;
    • Frank Mentch ;
    • Agnes S. Sundaresan ;
    • Garrett Eickelberg ;
    • Valerie Willis ;
    • Al'ona Furmanchuk ;
    • Roshan Patel ;
    • David S. Carrell ;
    • Marc S. Williams ;
    • Elizabeth W. Karlson ;
    • Jodell E. Linder ;
    • Yuan Luo ;
    • Chunhua Weng ;
    • Wei Wei-Qi

    Evaluation of the Portability of Natural Language Processing-based Computable Phenotypes in the eMERGE Network


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    Statistical Modeling of Multiple Vital Sign Trajectories to Assess Risk of Postoperative Complications and Predict Readmission

    • Rema Padman ;
    • Sameera Kodi ;
    • Urmila Ravichandran ;
    • Nirav Shah

    Statistical Modeling of Multiple Vital Sign Trajectories to Assess Risk of Postoperative Complications and Predict Readmission


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    Addressing Disparities in Diabetes Using Temporal Fairness Models

    • Joseph M. Plasek ;
    • Chunlei Tang ;
    • Xiaoxia Wang ;
    • Yun Xiong ;
    • Yangyong Zhu ;
    • Yanming He ;
    • Patricia C. Dykes ;
    • David W. Bates ;
    • Li Zhou

    Addressing Disparities in Diabetes Using Temporal Fairness Models


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    Consequences of Rapid Telehealth Expansion in US Nursing Homes: Exploring Stakeholder Perspectives

    • Kimbery R. Powell ;
    • Gregory L. Alexander

    Consequences of Rapid Telehealth Expansion in US Nursing Homes: Exploring Stakeholder Perspectives


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    Homelessness and Criminal Justice Involvement in Veterans after Military Separation

    • Mary Jo Pugh ;
    • Megan Amuan ;
    • Robert Graziano ;
    • Dina Hooshyar ;
    • Jack Tsai ;
    • Audrey Jones ;
    • RiChard Nelson ;
    • Megan E. Vanneman ;
    • Eric Elbogen

    Homelessness and Criminal Justice Involvement in Veterans after Military Separation


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    Planning Equitable Clinical Trial Enrollment using Integer Programming

    • Miao Qi ;
    • Amar K. Das ;
    • Kristin P. Bennett

    Planning Equitable Clinical Trial Enrollment using Integer Programming


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    COVID19 Hospital Length of Stay, Readmission Rate, and Hospital Death Tied to Socioeconomic Area of Deprivation Index

    • Priya Ramaswamy ;
    • Phoebe Lu ;
    • Jen Gong ;
    • Travis Porco ;
    • Priya Shete ;
    • Seth Blumberg ;
    • Xinran Liu

    COVID19 Hospital Length of Stay, Readmission Rate, and Hospital Death Tied to Socioeconomic Area of Deprivation Index


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    CovRNN: predicting outcomes of COVID-19 patients on admission using their electronic health records with minimal data processing

    • Laila Rasmy ;
    • Masayuki Nigo ;
    • Bijun S. Kannadath ;
    • Ziqian Xie ;
    • Bingyu Mao ;
    • Khush A. Patel ;
    • Wanheng Zhang ;
    • Yujia Zhou ;
    • Angela Ross ;
    • Hua Xu ;
    • Degui Zhi

    CovRNN: predicting outcomes of COVID-19 patients on admission using their electronic health records with minimal data processing


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    Differential Presentation and Delays in Treatment for Acute Myocardial Infarction Associated with Sex and Race/Ethnicity

    • Harry Reyes Nieva ;
    • Tony Sun ;
    • Sharon Gorman ;
    • Grace Mao ;
    • Noemie Elhadad

    Differential Presentation and Delays in Treatment for Acute Myocardial Infarction Associated with Sex and Race/Ethnicity


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    Challenges to Public Health Reporting Experienced by Hospitals

    • Chelsea Richwine ;
    • Carmelita Marshall ;
    • Christian Johnson ;
    • Vaishali Patel

    Challenges to Public Health Reporting Experienced by Hospitals


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    Signal from the Noise: Quantitative Measures of Conformity and Variability From Process Mining Maps

    • Christian C. Rose ;
    • Morteza Noshad ;
    • Jonathan H. Chen

    Signal from the Noise: Quantitative Measures of Conformity and Variability From Process Mining Maps


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    Cyberchondria: Does mHealth Technology Reassure Patients or Promote Hypervigilance? An Observational Cohort Study Following Total Joint Arthroplasty

    • Benjamin I. Rosner

    Cyberchondria: Does mHealth Technology Reassure Patients or Promote Hypervigilance? An Observational Cohort Study Following Total Joint Arthroplasty


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    The Efficient Inpatient Provider: Wh-EHR to Find Best Practices

    • Benjamin I. Rosner ;
    • Robert Thombley ;
    • Wendi Zhao

    The Efficient Inpatient Provider: Wh-EHR to Find Best Practices


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    Pre- and Intra-COVID-19 Comparison of Nursing Flowsheet Documentation Burden in Acute and Critical Care Units

    • Sarah Collins Rossetti ;
    • Graham Lowenthal ;
    • Christopher Knaplund ;
    • Min Jeoung Kang ;
    • Patricia C. Dykes ;
    • Sandy Cho ;
    • Po-Yin Yen ;
    • Kenrick Cato

    Pre- and Intra-COVID-19 Comparison of Nursing Flowsheet Documentation Burden in Acute and Critical Care Units


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    MMRF CureCloud(R) Direct-to-Patient Registry: A Workflow and Interim Recruitment Update

    • Cartik R. Saravanamuthu ;
    • Michele Likens ;
    • Shaadi Mehr ;
    • Jen Yesil ;
    • Daniel Auclair ;
    • Hearn J. Cho ;
    • Steven E. Labkoff

    MMRF CureCloud(R) Direct-to-Patient Registry: A Workflow and Interim Recruitment Update


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    Systematic replication of smoking disease associations in the All of Us Research Program

    • David J. Schlueter ;
    • Lina Sulieman ;
    • Jacob Keaton ;
    • Tracey Ferrara ;
    • Kyle Webb ;
    • Ariel Williams ;
    • Francis Ratsimbazafy ;
    • Jun Qian ;
    • Lisa Bastarache ;
    • Andrea H. Ramirez ;
    • Joshua Denny

    Systematic replication of smoking disease associations in the All of Us Research Program


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    WA Notify, A COVID-19 Exposure Notifications Tool: Modeling Cases Averted in Washington State

    • Courtney Segal ;
    • Zhehao Zhang ;
    • Bryant Thomas Karras ;
    • Janet Baseman

    WA Notify, A COVID-19 Exposure Notifications Tool: Modeling Cases Averted in Washington State


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    Enhancing Clinical Data Analysis by Explaining Interaction Effects Between Covariates in Deep Neural Network Models

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

    Enhancing Clinical Data Analysis by Explaining Interaction Effects Between Covariates in Deep Neural Network Models


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    Prescribing Pharmacogenomics Testing: Analyzing the Acceptance of Healthcare Providers through a Survey Study

    • Mohit Manoj Sharma ;
    • Yonaka Harris ;
    • Yiye Zhang ;
    • Jyotishman Pathak

    Prescribing Pharmacogenomics Testing: Analyzing the Acceptance of Healthcare Providers through a Survey Study


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    Outpatient Portal Use in Pregnant Women for Blood Glucose Management

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

    Outpatient Portal Use in Pregnant Women for Blood Glucose Management


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    User Evaluation of Interactive Longitudinal PRO Visualizations Designed by Prostate Cancer Survivors with Limited Graph Literacy

    • Lauren E. Snyder ;
    • Daniel Phan ;
    • Sarah Connor ;
    • Sheba George ;
    • Kristen Williams ;
    • Jefersson Vilatoro ;
    • Ayan Saraf ;
    • Lorna Kwan ;
    • Nick Reid ;
    • John L. Gore ;
    • Mark S. Litwin ;
    • Andrea Hartzler

    User Evaluation of Interactive Longitudinal PRO Visualizations Designed by Prostate Cancer Survivors with Limited Graph Literacy


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    A Scoping Review of Informatics Research for Clinical Practice Variation

    • Sunghwan Sohn ;
    • Sungrim Moon ;
    • Larry J. Prokop ;
    • Victor Montori ;
    • Jungwei Fan

    A Scoping Review of Informatics Research for Clinical Practice Variation


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    Predicting Hospitalization of COVID-19 Positive Patients Using Machine Learning Methods

    • Wenyu Song ;
    • Linying Zhang ;
    • Michael Sainlaire ;
    • Mehran Karvar ;
    • Min Jeoung Kang ;
    • Avery Pullman ;
    • Anthony F. Massaro ;
    • Namrata Patil ;
    • Ravi Jasuja ;
    • Patricia C. Dykes

    Predicting Hospitalization of COVID-19 Positive Patients Using Machine Learning Methods


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    Harmonization of Measurement Codes for Concept-Oriented Lab Data Retrieval

    • Matthew E. Spotnitz ;
    • Jason Patterson ;
    • Vojtech Huser ;
    • Chunhua Weng ;
    • Karthik Natarajan

    Harmonization of Measurement Codes for Concept-Oriented Lab Data Retrieval


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    MyEDCare: Evaluation of a Smartphone-based Emergency Department Discharge Process

    • Peter A. D. Steel ;
    • David Bodnar ;
    • Maryellen Bonito ;
    • Jane Torres-Lavoro ;
    • Dona A. Bou Eid ;
    • Andrew Jacobowitz ;
    • Yifan Liu ;
    • Amos Shemesh ;
    • Robert Tanouye ;
    • Patrick Rumble ;
    • Daniel Dicello ;
    • Rahul Sharma ;
    • Brenna M. Farmer ;
    • Sandra Pomerantz ;
    • Yiye Zhang

    MyEDCare: Evaluation of a Smartphone-based Emergency Department Discharge Process


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    Evaluating Primary Care Provider Work of Managing Asynchronous Messages through Electronic Health Record Access Logs

    • Bryan D. Steitz ;
    • Adam Wright

    Evaluating Primary Care Provider Work of Managing Asynchronous Messages through Electronic Health Record Access Logs


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    FHIRTime: Standardizing Temporal Patterns Identified from Clinical Narratives Using HL7 FHIR

    • Daniel Stone ;
    • Sijia Liu ;
    • Yuan Luo ;
    • Andrew Wen ;
    • Nansu Zong ;
    • Luke V. Rasmussen ;
    • Prakash Adekkanattu ;
    • Pascal Brandt ;
    • Jennifer A. Pacheco ;
    • Fei Wang ;
    • Cui Tao ;
    • Jyotishman Pathak ;
    • Hongfang Liu ;
    • Guoqian Jiang

    FHIRTime: Standardizing Temporal Patterns Identified from Clinical Narratives Using HL7 FHIR


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    PASC CKD: revealing the progression trajectories of sustained COVID-19-related renal injury using real-world evidence

    • Jing Su ;
    • Pengyue Zhang ;
    • Zuoyi Zhang ;
    • Michael Eadon ;
    • Xiaochun Li ;
    • Tian He ;
    • Stanley Taylor ;
    • Travis Johnson ;
    • Zhaorui Liu ;
    • Ziyang Tang ;
    • Baijian Yang ;
    • Qianqian Song ;
    • Kun Huang

    PASC CKD: revealing the progression trajectories of sustained COVID-19-related renal injury using real-world evidence


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    Gender Differences in Time to Diagnosis through Fairness and Time Variant Evaluation of EHR Data

    • Tony Y. Sun ;
    • Oliver Bear Don't Walk IV ;
    • Jenny Chen ;
    • Jaan Altosaar ;
    • Harry Reyes Nieva ;
    • Noemie Elhadad

    Gender Differences in Time to Diagnosis through Fairness and Time Variant Evaluation of EHR Data


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    Physicians with hybrid skillsets in digital health and informatics facilitate necessary innovation in mental health care delivery: A physician engagement strategy

    • Tania Tajirian ;
    • Brian Lo ;
    • Gillian Strudwick ;
    • Lydia Sequeira ;
    • Damian Jankowicz

    Physicians with hybrid skillsets in digital health and informatics facilitate necessary innovation in mental health care delivery: A physician engagement strategy


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    Urologist use and perceptions of the EHR: Perspectives from a Surgical Specialty

    • Hung-Jui Tan ;
    • Arlene E. Chung ;
    • David Gotz ;
    • Antonia Bennett ;
    • Allison Deal ;
    • Matthew E. Nielsen, ;
    • Ethan M. Basch

    Urologist use and perceptions of the EHR: Perspectives from a Surgical Specialty


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    ADNet: Identify biomarkers of Alzheimer Disease with MRI and EMR data using Deep Neural Networks

    • Ziyang Tang ;
    • Qianqian Song ;
    • Jing Su ;
    • Baijian Yang

    ADNet: Identify biomarkers of Alzheimer Disease with MRI and EMR data using Deep Neural Networks


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    Patient Perceptions of Receiving COVID-19 Test Results via an Online Patient Portal

    • Robert W. Turer ;
    • Catherine DesRoches ;
    • Liz Salmi ;
    • Tara Helmer ;
    • Samuel T. Rosenbloom

    Patient Perceptions of Receiving COVID-19 Test Results via an Online Patient Portal


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    The added value of natural language processing in automated analysis of patient experiences

    • Marieke M. van Buchem ;
    • Olaf M. Neve ;
    • Hileen Boosman ;
    • Ilse Kant ;
    • Erik F. Hensen

    The added value of natural language processing in automated analysis of patient experiences


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    The GA4GH Variation Representation Specification (VRS): a Computational Framework for the Precise Representation of Molecular Variation

    • Alex H. Wagner ;
    • Lawrence Babb ;
    • Melissa Cline ;
    • Helen Schuilenburg ;
    • Tristan Nelson ;
    • Robert R. Freimuth ;
    • Reece Hart

    The GA4GH Variation Representation Specification (VRS): a Computational Framework for the Precise Representation of Molecular Variation


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    An Evaluation of Racial Disparity in 30-Day Hospital Readmission Models

    • H. Echo Wang ;
    • Hadi Kharrazi

    An Evaluation of Racial Disparity in 30-Day Hospital Readmission Models


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    Development of a Post-Acute Sequelae of COVID-19 (PASC) Symptom Lexicon Using Electronic Health Record Clinical Notes

    • Liqin Wang ;
    • Dinah Foer ;
    • Erin MacPhaul ;
    • Ying-Chih Lo ;
    • David W. Bates ;
    • Li Zhou

    Development of a Post-Acute Sequelae of COVID-19 (PASC) Symptom Lexicon Using Electronic Health Record Clinical Notes


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    Comparison of Machine Learning Algorithms for Earlier Detection of Cognitive Decline from Clinical Notes in the Electronic Health Records

    • Liqin Wang ;
    • John Laurentiev ;
    • Jie Yang ;
    • Ying-Chih Lo ;
    • Rebecca E. Amariglio ;
    • Gad Marshall ;
    • Li Zhou

    Comparison of Machine Learning Algorithms for Earlier Detection of Cognitive Decline from Clinical Notes in the Electronic Health Records


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    The impact of COVID-19 pandemic on health information sharing and patient-generated health data: findings from the Health Information National Trends Survey 2020

    • Zidan Wang ;
    • Jiancheng Ye

    The impact of COVID-19 pandemic on health information sharing and patient-generated health data: findings from the Health Information National Trends Survey 2020


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    Comparing the Phenomic Profile of All of Us Research Program and National COVID Cohort Collaborative

    • Kyle P. Webb ;
    • David Schlueter ;
    • Jacob Keaton ;
    • Tracey Ferrara ;
    • Ariel Williams ;
    • Joshua Denny

    Comparing the Phenomic Profile of All of Us Research Program and National COVID Cohort Collaborative


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    On Constraints and Considerations for Extending Support for Natural Language Processing-Based FHIR Resource Generation

    • Andrew Wen ;
    • Luke V. Rasmussen ;
    • Daniel Stone ;
    • Sijia Liu ;
    • Prakash Adekkanattu ;
    • Pascal Brandt ;
    • Jennifer A. Pacheco ;
    • Yuan Luo ;
    • Fei Wang ;
    • Jyotishman Pathak ;
    • Hongfang Liu ;
    • Guoqian Jiang

    On Constraints and Considerations for Extending Support for Natural Language Processing-Based FHIR Resource Generation


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    Predicting COVID-19 Regional Case Loads with Synthetic Data

    • Adam Wilcox ;
    • Noa Zamstein ;
    • Randi E. Foraker ;
    • Jason A. Thomas ;
    • Kenneth Wilkins ;
    • Jon D. Morrow

    Predicting COVID-19 Regional Case Loads with Synthetic Data


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    Enabling Digital Compassion in a Technology-Enabled Healthcare Environment: a Modified eDelphi Study to Establish Professional Competencies and Health Information Technology Standards

    • David Wiljer ;
    • Gillian Strudwick ;
    • Rebecca Charow ;
    • Nelson Shen ;
    • Allison Crawford ;
    • Sanjeev Sockalingam ;
    • Peter Rossos

    Enabling Digital Compassion in a Technology-Enabled Healthcare Environment: a Modified eDelphi Study to Establish Professional Competencies and Health Information Technology Standards


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    Lesbian, Gay, and Bisexual Patient Perceptions of Collaborative Communication: Implications for Access to Health Information

    • Alicia Williamson ;
    • Lindsay Brown ;
    • Tiffany Veinot ;
    • Denise Anthony

    Lesbian, Gay, and Bisexual Patient Perceptions of Collaborative Communication: Implications for Access to Health Information


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    Improving Clinical Decision Support by Empowering Users: The Clickbusters Program

    • Adam Wright ;
    • Elise Russo ;
    • Arianna E. Nimocks ;
    • Jon G. Jackson ;
    • Jonathan Wanderer ;
    • Neal Patel ;
    • Kevin B. Johnson ;
    • Allison B. McCoy

    Improving Clinical Decision Support by Empowering Users: The Clickbusters Program


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    Multi-horizon prediction for extracorporeal support in COVID-19 patients

    • Bing Xue ;
    • Neel Shah ;
    • Hanqing Yang ;
    • Charles Ziegenbein ;
    • Thomas Kannampallil ;
    • Philip Payne ;
    • Chenyang Lu ;
    • Ahmed S. Said

    Multi-horizon prediction for extracorporeal support in COVID-19 patients


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    Synthetic Data to Support Engineering and Demonstrations in the All of Us Research Program

    • Chao Yan ;
    • Steve Nyemba ;
    • Kelsey R. Mayo ;
    • Ziqi Zhang ;
    • Francis Ratsimbazafy ;
    • Bradley A. Malin

    Synthetic Data to Support Engineering and Demonstrations in the All of Us Research Program


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    A Continuous Crowd-sourced Challenge for Benchmarking COVID-19 Health Outcome Prediction

    • Yao Yan ;
    • Thomas Schaffter ;
    • Timothy Bergquist ;
    • Thomas Yu ;
    • Justin Prosser ;
    • Sean D. Mooney ;
    • Justin Guinney

    A Continuous Crowd-sourced Challenge for Benchmarking COVID-19 Health Outcome Prediction


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    Improving PubMed Retrieval by Integrating Abstract and Full Text Search.

    • Lana Yeganova ;
    • Won Kim ;
    • Donald C. Comeau ;
    • W. J. Wilbur ;
    • Zhiyong Lu

    Improving PubMed Retrieval by Integrating Abstract and Full Text Search.


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    Comparing Automated Extraction to Manual Chart Review for COVID-Specific Research Data Abstraction: A Case Study

    • Andrew L. Yin ;
    • Winston Guo ;
    • Evan Sholle ;
    • Mangala Rajan ;
    • Laura Pinheiro ;
    • Parag Goyal ;
    • Justin Choi ;
    • Mark Alshak ;
    • Han Li ;
    • Graham T. Wehmeyer ;
    • Mark Weiner ;
    • Monika Safford ;
    • Thomas R. Campion ;
    • Curtis Cole

    Comparing Automated Extraction to Manual Chart Review for COVID-Specific Research Data Abstraction: A Case Study


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    PAGER-CoV-Run: An online interactive analytical platform for COVID-19 functional genomic downstream analysis

    • Zongliang Yue ;
    • Nishant Batra ;
    • Hui-Chen Hsu ;
    • John Mountz ;
    • Jake Chen

    PAGER-CoV-Run: An online interactive analytical platform for COVID-19 functional genomic downstream analysis


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    Clinical Term Embeddings from SNOMED CT

    • Fuad A. Zahra ;
    • Rohit J. Kate

    Clinical Term Embeddings from SNOMED CT


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    Early Detect COVID-19 Presenting Symptoms and Characteristics Using Natural Language Processing on Electronic Health Records

    • Juan Zhao ;
    • Monika E. Grabowska ;
    • Wei-Qi Wei

    Early Detect COVID-19 Presenting Symptoms and Characteristics Using Natural Language Processing on Electronic Health Records


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    Modeling Variant Annotation (VA) Therapeutic Association Statements using a SEPIO-Based Workflow

    • Yiqing Zhao ;
    • Matthew Brush ;
    • Hongfang Liu ;
    • Robert R. Freimuth

    Modeling Variant Annotation (VA) Therapeutic Association Statements using a SEPIO-Based Workflow


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    Lessons Learned from an Enterprise-Wide Clinical Datathon

    • Andrew J. Zimolzak ;
    • Jessica A. Davila ;
    • Vamshi Punugoti ;
    • Katherine H. Sippel ;
    • Ashok Balasubramanyam ;
    • Paul Klotman ;
    • Laura A. Petersen ;
    • Ryan H. Rochat ;
    • Gloria Liao ;
    • Rory R. Laubscher ;
    • Lee Leiber ;
    • Christopher I. Amos

    Lessons Learned from an Enterprise-Wide Clinical Datathon


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    The Role of eHealth Developers and Medical Professionals in Reducing Ageism and Geriatric Digital Exclusion

    • Dani Zoorob ;
    • Yasmin Hasbini ;
    • Victoria Wangia-Anderson ;
    • Brian Miller ;
    • Debi Brobst

    The Role of eHealth Developers and Medical Professionals in Reducing Ageism and Geriatric Digital Exclusion


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