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    Analysis of Racial and Socioeconomic Factors of COVID-19

    • Sahar Abdullah ;
    • Caroline Vieira ;
    • Eneida A. Mendonca ;
    • Siu Hui ;
    • Katie Allen ;
    • Umberto Tachinardi

    Analysis of Racial and Socioeconomic Factors of COVID-19


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    Weight-based Integrated Algorithm for Modeling Time-to-Event Data of Multiple Databases without Data Sharing

    • Ji Ae Park ;
    • Yu Rang Park

    Weight-based Integrated Algorithm for Modeling Time-to-Event Data of Multiple Databases without Data Sharing


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    Medication information resource tools: Who uses them and for what purpose are they used?

    • Shilo Anders ;
    • Laurie L. Novak ;
    • Nawshin Kutub ;
    • Daniel France ;
    • Courtney VanHouten ;
    • Christopher L. Simpson ;
    • Karlis Draulis ;
    • Rubina Rizvi ;
    • Tiffani Bright ;
    • Anita M. Preininger

    Medication information resource tools: Who uses them and for what purpose are they used?


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    Age Aware Model of Phenotype Risk Score

    • Layla Aref ;
    • Lisa Bastarache ;
    • Jacob Hughey

    Age Aware Model of Phenotype Risk Score


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    A Review of Discordance in Disparate Clinical Data through the Construction of a General Pediatric Cancer Population

    • Ashley Batugo ;
    • Hanieh RAZZAGHI ;
    • Charles Bailey

    A Review of Discordance in Disparate Clinical Data through the Construction of a General Pediatric Cancer Population


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    From Traditional Anonymization to State-of-the-Art Privacy Protection - Overview of Features of the ARX Data Anonymization Tool

    • Lena Baum ;
    • Marco Johns ;
    • Thierry Meurers ;
    • Fabian Prasser

    From Traditional Anonymization to State-of-the-Art Privacy Protection - Overview of Features of the ARX Data Anonymization Tool


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    A Natural Language Processing Pipeline for the De-identification of Clinical Notes at an Academic Medical Center

    • Arnav Bhandari ;
    • Michael Horvath ;
    • Joseph Rigdon ;
    • Umit Topaloglu

    A Natural Language Processing Pipeline for the De-identification of Clinical Notes at an Academic Medical Center


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    Evaluation of SOFA score for Outcome Prediction in COVID-19 ICU Patients

    • Kriti Bhattarai ;
    • Mackenzie Hofford ;
    • Sean C. Yu ;
    • Seunghwan Kim ;
    • Aditi Gupta ;
    • Albert M. Lai ;
    • Philip Payne ;
    • Andrew Michelson

    Evaluation of SOFA score for Outcome Prediction in COVID-19 ICU Patients


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    Schematic Design of a Veterans Health Information Exchange Performance Reporting Platform

    • Nathan Botts ;
    • Eric Pan ;
    • Nelson Hsing ;
    • Omar Bouhaddou ;
    • Bharathi Vedula ;
    • Jim Malpass ;
    • Jeffrey Anderson

    Schematic Design of a Veterans Health Information Exchange Performance Reporting Platform


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    Extracting COVID-19 Related Symptoms from EHR Data: A Comparison of Three Methods

    • Hannah A. Burkhardt ;
    • Nicholas J. Dobbins ;
    • Brenda Mollis ;
    • Margaret Au ;
    • Kris P. Ma ;
    • Meliha Yetisgen ;
    • Angad P. Singh ;
    • Matthew Thompson ;
    • Kari A. Stephens

    Extracting COVID-19 Related Symptoms from EHR Data: A Comparison of Three Methods


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    Characterizing Respiratory Symptoms and COVID-19 Trends from OMOP-CDM database for Public Health Reporting

    • Marcello K. Chang ;
    • Jonathan Lu ;
    • Birju Patel ;
    • Nigam Shah ;
    • Jonathan H. Chen

    Characterizing Respiratory Symptoms and COVID-19 Trends from OMOP-CDM database for Public Health Reporting


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    Ranking-based Convolutional Neural Network Models for Peptide-MHC Binding Prediction

    • Ziqi Chen ;
    • Martin R. Min ;
    • Xia Ning

    Ranking-based Convolutional Neural Network Models for Peptide-MHC Binding Prediction


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    Knowledge Management of Clinical Pharmacogenetic Information – Complexities and Challenges

    • Christine M. Cheng ;
    • Brad Green ;
    • George A. Robinson ;
    • Jeff Bubp

    Knowledge Management of Clinical Pharmacogenetic Information – Complexities and Challenges


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    What can online Ovarian Cancer Forum present us about patients’ information needs? - A Text-Mining Approach

    • Chi Ching Vivian Hui ;
    • Zhendong Wang ;
    • Young Ji Lee

    What can online Ovarian Cancer Forum present us about patients’ information needs? - A Text-Mining Approach


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    Enabling Data Liquidity for Health Data Science: Initial Experiences with a Suite of APIs for EHR Data

    • Ryan P. Craig ;
    • Shelley Rusincovitch ;
    • Ricardo Henao ;
    • Ursula A. Rogers

    Enabling Data Liquidity for Health Data Science: Initial Experiences with a Suite of APIs for EHR Data


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    Application of an informatics needs assessment to guide discussions on the development of a roadmap for an informatics-savvy injury center

    • Melvin Crum ;
    • Kamran Ahmed ;
    • Mamadou M. Diallo ;
    • Jeffrey Gordon

    Application of an informatics needs assessment to guide discussions on the development of a roadmap for an informatics-savvy injury center


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    Social Determinants Associated with COVID-19 Mortality in the United States

    • Shayom Debopadhaya ;
    • Ariella D. Sprague ;
    • Tiburon L. Benavides ;
    • Hongxi Mou ;
    • Sarah Ahn ;
    • Cole Reschke ;
    • John Erickson ;
    • Kristin P. Bennett

    Social Determinants Associated with COVID-19 Mortality in the United States


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    Compound Prioritization via Ranking and Graph Representation Learning

    • Vishal Dey ;
    • Xia Ning

    Compound Prioritization via Ranking and Graph Representation Learning


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    Analysis of EHR-driven Standardized Nursing Data to Explore Psychospiritual Care for Hospitalized Patients

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

    Analysis of EHR-driven Standardized Nursing Data to Explore Psychospiritual Care for Hospitalized Patients


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    Prediction of Gestational Diabetes Mellitus in Overweight and Obese Caucasian Women using Machine Learning

    • Yuhan Du ;
    • Fionnuala M. McAuliffe ;
    • Catherine Mooney

    Prediction of Gestational Diabetes Mellitus in Overweight and Obese Caucasian Women using Machine Learning


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    Open Integrated Analysis of Multi-institutional Data using ICEES

    • Karamarie Fecho ;
    • Stavros Garantziotis ;
    • Ashok K. Krishnamurthy ;
    • Emily R. Pfaff ;
    • Charles Schmitt ;
    • Shepherd Schurman ;
    • Samantha Shuptrine ;
    • Hao Xu ;
    • Stanley C. Ahalt

    Open Integrated Analysis of Multi-institutional Data using ICEES


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    Challenges in capturing comorbidities using Medicare data

    • Alexander Fiksdal ;
    • Dana De Alasei ;
    • Hojjat Salmasian

    Challenges in capturing comorbidities using Medicare data


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    Preliminary Experience with Teleophthalmology in Residency Education

    • Michael J. Fliotsos ;
    • Abdulaziz Alaqeel ;
    • Michael V. Boland ;
    • Yesha S. Shah ;
    • Fasika A. Woreta

    Preliminary Experience with Teleophthalmology in Residency Education


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    Disparities in patient portal enrollment and telehealth among oncology patients

    • Meera Garriga ;
    • Sumi Sinha ;
    • Nishali Naik ;
    • Brian W. McSteen ;
    • Sasha Yousefi ;
    • Anobel Odisho ;
    • Amy Lin ;
    • Lauren Boreta ;
    • Julian C. Hong

    Disparities in patient portal enrollment and telehealth among oncology patients


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    Explore the Usage of a Multi-modal Social Risk Decision Support Tool in Primary Care and Patient Characteristics

    • Weiwei Ge ;
    • Suranga Kasthurirathne ;
    • Joshua R. Vest

    Explore the Usage of a Multi-modal Social Risk Decision Support Tool in Primary Care and Patient Characteristics


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    Content-based Recommendation Systems to Improve Reusability of Gene Expression Omnibus Datasets

    • Braja Gopal Patra ;
    • Kirk Roberts ;
    • Hulin Wu

    Content-based Recommendation Systems to Improve Reusability of Gene Expression Omnibus Datasets


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    PrecisionFDA Brain Cancer Predictive Modeling and Biomarker Discovery Challenge

    • Yuriy Gusev ;
    • Krithika Bhuvaneshwar ;
    • Anas Belouali ;
    • Samir Gupta ;
    • Adil Alaoui ;
    • Holly Stephens ;
    • Zeke Maier ;
    • Elaine Johanson ;
    • Subha Madhavan

    PrecisionFDA Brain Cancer Predictive Modeling and Biomarker Discovery Challenge


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    Uncovering the potential biological mechanisms between a chemical and a phenotype

    • Christopher Hawthorne ;
    • Guillermo H. Lopez-Campos

    Uncovering the potential biological mechanisms between a chemical and a phenotype


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    Resynthesizing MIMIC-III Personally Identifiable Information Tags to Increase Corpus Utility: Process and Impact Assessment

    • Paul M. Heider ;
    • Gary Underwood ;
    • Stephane Meystre

    Resynthesizing MIMIC-III Personally Identifiable Information Tags to Increase Corpus Utility: Process and Impact Assessment


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    Semi-Automated Corpus Augmentation Methods for Enriching Laboratory Test Names with Value Annotations

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

    Semi-Automated Corpus Augmentation Methods for Enriching Laboratory Test Names with Value Annotations


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    Evaluation of Data Management of COVID-19 Clinical Trials Using a Cloud-Based Clinical Data-Management Platform

    • Rezzan Hekmat ;
    • Dilhan Weeraratne ;
    • Courtney VanHouten ;
    • Brett South ;
    • Nawshin Kutub ;
    • Van Willis ;
    • Walker Bradham ;
    • Robert DiCicco ;
    • Gretchen P. Jackson ;
    • Jane L. Snowdon

    Evaluation of Data Management of COVID-19 Clinical Trials Using a Cloud-Based Clinical Data-Management Platform


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    Increased utilization of telemedicine in cancer patients during the COVID-19 pandemic

    • Hu T. Huang ;
    • Suwei Wang ;
    • Irene Dankwa-Mullan ;
    • Gretchen P. Jackson ;
    • Yull E. Arriaga ;
    • Dilhan Weeraratne

    Increased utilization of telemedicine in cancer patients during the COVID-19 pandemic


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    Telemedicine Utilization Among Non-Hospitalized Patients with COVID-19

    • Hu T. Huang ;
    • Elisabeth Scheufele ;
    • Irene Dankwa-Mullan ;
    • Gretchen P. Jackson ;
    • Suwei Wang

    Telemedicine Utilization Among Non-Hospitalized Patients with COVID-19


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    Quantifying Record Linkage of Research Studies with CMS Claims Data

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

    Quantifying Record Linkage of Research Studies with CMS Claims Data


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    Assessing the Impact of Telepsychiatry Implementation on Polypharmacy Reduction among Youth Detainees

    • Humayera Islam ;
    • Abu S. Mosa ;
    • Laine Young-Walker

    Assessing the Impact of Telepsychiatry Implementation on Polypharmacy Reduction among Youth Detainees


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    Assessing Organizational Context for Implementation

    • Megha Kalsy ;
    • Natalie Kelly ;
    • Stephane Meystre ;
    • Youngjun Kim ;
    • Bruce E. Bray ;
    • Dan Bolton ;
    • Mary K. Goldstein ;
    • Jennifer H. Garvin

    Assessing Organizational Context for Implementation


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    Development of a Graph Model for the OMOP Common Data Model

    • Mengjia Kang ;
    • Jose A. Alvarado-Guzmán ;
    • Luke V. Rasmussen ;
    • Justin Starren

    Development of a Graph Model for the OMOP Common Data Model


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    The Potential in Standardized Process for Dysphagia Rehabilitation after Cerebrovascular Diseases

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

    The Potential in Standardized Process for Dysphagia Rehabilitation after Cerebrovascular Diseases


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    A Pilot Study on An In-Depth Comparison Between Nurse and Physician Health Terminology from a Non-professional Perspective.

    • Leen Khatib ;
    • Haleh Vatani ;
    • Barbara Di Eugenio ;
    • Carolyn Dickens ;
    • Pamela Martyn-Nemeth ;
    • Karen Dunn Lopez ;
    • Amer Ardati ;
    • Andrew Boyd

    A Pilot Study on An In-Depth Comparison Between Nurse and Physician Health Terminology from a Non-professional Perspective.


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    Automated Category Alignment Applied to Different De-identification Annotation Schemata

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

    Automated Category Alignment Applied to Different De-identification Annotation Schemata


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    Using Natural Language Processing to Predict ICU Transfer in HospitalizedCOVID-19 Patients

    • Phillip M. Kinney ;
    • Amara Tariq ;
    • Hari Trivedi ;
    • Judy Gichoya ;
    • Imon Banerjee

    Using Natural Language Processing to Predict ICU Transfer in HospitalizedCOVID-19 Patients


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    Data-Specific Training for Detecting Reports of Medication Intake on Twitter

    • Ari Z. Klein ;
    • Graciela Gonzalez-Hernandez

    Data-Specific Training for Detecting Reports of Medication Intake on Twitter


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    Maturity in Enterprise Data Warehouses for Research Operations: Initial Model and Pilot Results

    • Boyd M. Knosp ;
    • Thomas R. Campion

    Maturity in Enterprise Data Warehouses for Research Operations: Initial Model and Pilot Results


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    Leveraging Electronic Health Records Data for Predicting Alzheimer’s Disease Progression

    • SAYANTAN KUMAR ;
    • Inez Oh ;
    • Aditi Gupta ;
    • Albert M. Lai ;
    • Philip Payne

    Leveraging Electronic Health Records Data for Predicting Alzheimer’s Disease Progression


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    Evaluation of Multiple Myeloma Clinical Decision Support Tool Value When Populated with Community Health System Data

    • Steven E. Labkoff ;
    • Kathy Giusti ;
    • Paul Giusti ;
    • Ryan Wilcox ;
    • Derrick Haslem ;
    • Daanish Hoda ;
    • Kerry Rowe ;
    • Gail Fulde ;
    • Jesse Gygi ;
    • Brad Bott ;
    • Ben Smith

    Evaluation of Multiple Myeloma Clinical Decision Support Tool Value When Populated with Community Health System Data


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    The Informatics, Business and Logistic Challenges of Launching an Integrated Direct-to-Patient Registry During a Pandemic: The MMRF CureCloud Experience

    • Steven E. Labkoff ;
    • Leon Rozenblit

    The Informatics, Business and Logistic Challenges of Launching an Integrated Direct-to-Patient Registry During a Pandemic: The MMRF CureCloud Experience


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    Perioperative Workflow Management System and Improvement in First Case On-Time Start Rates in the U.S. Department of Veterans Affairs

    • David LaBorde ;
    • Amy L. Green

    Perioperative Workflow Management System and Improvement in First Case On-Time Start Rates in the U.S. Department of Veterans Affairs


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    CoviDash-SM: A public COVID19 dashboard for social media data-based research and surveillance

    • Sahithi Lakamana ;
    • Mohammed A. Al-Garadi ;
    • Yuan-Chi Yang ;
    • Abeed Sarker

    CoviDash-SM: A public COVID19 dashboard for social media data-based research and surveillance


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    Research Recruitment with the Patient Portal and Clinical Data Warehouse

    • Adam M. Lee ;
    • Stephanie J. Deen

    Research Recruitment with the Patient Portal and Clinical Data Warehouse


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    Syndromic surveillance for COVID19 from Reddit using multi-platform lexicons

    • Abimbola Leslie ;
    • Sahithi Lakamana ;
    • Abeed Sarker

    Syndromic surveillance for COVID19 from Reddit using multi-platform lexicons


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    Measuring NICU Healthcare Workers’ Time Spent on Collaborative Activities Through EHR Audit Logs

    • Patrick Z. Li ;
    • Bob Chen ;
    • Mhd Wael Alrifai ;
    • Daniel France ;
    • You Chen

    Measuring NICU Healthcare Workers’ Time Spent on Collaborative Activities Through EHR Audit Logs


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    Applying deterministic and probabilistic record linkage approaches to quantify residential history in the electronic health record

    • Xuan Lin ;
    • Sharmistha Guha ;
    • Michael Valancius ;
    • Kay Jowers ;
    • Laura S. Richman ;
    • Jerry P. Reiter ;
    • Christopher D. Timmins ;
    • Nrupen A. Bhavsar

    Applying deterministic and probabilistic record linkage approaches to quantify residential history in the electronic health record


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    Comparison and Analysis of Concordance for Two Popular Geocoding Methods Applied to Electronic Health Record Data

    • Selah F. Lynch ;
    • Jessica Meeker ;
    • Emily Schriver ;
    • Andy Cruz ;
    • Nebojsa Mirkovic ;
    • Kehinde Oyekanmi ;
    • Eugenia South ;
    • Danielle Mowery ;
    • Mary Regina Boland

    Comparison and Analysis of Concordance for Two Popular Geocoding Methods Applied to Electronic Health Record Data


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    Leveraging the ACT Network for Covid-19 Research

    • Douglas MacFadden ;
    • Griffin Weber

    Leveraging the ACT Network for Covid-19 Research


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    COVID-19 Research: Messy Data, Consequent Pitfalls and Lessons Learned

    • Tanja Magoc ;
    • Gloria P. Lipori ;
    • Jennifer L. Myles ;
    • Scott Sortino ;
    • Christopher A. Harle

    COVID-19 Research: Messy Data, Consequent Pitfalls and Lessons Learned


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    Modeling Alzheimer’s Disease by Combining Knowledge Extracted from Biomedical Literature with Biomedical Ontologies

    • Scott A. Malec ;
    • Sanya B. Taneja ;
    • Kailyn F. Witonsky ;
    • C. E. Shaaban ;
    • Helmet Karim ;
    • Arthur S. Levine ;
    • Steven M. Albert ;
    • Paul W. Monro ;
    • Richard D. Boyce

    Modeling Alzheimer’s Disease by Combining Knowledge Extracted from Biomedical Literature with Biomedical Ontologies


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    Loss of diagnostic data due to claim form limitations

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

    Loss of diagnostic data due to claim form limitations


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    Decision Support to Engage Consumers in the Selection of Health Benefits

    • Mollie M. McKillop ;
    • Bedda Rosario ;
    • Anita M. Preininger ;
    • Carla Huff ;
    • Nawshin Kutub ;
    • Gretchen P. Jackson

    Decision Support to Engage Consumers in the Selection of Health Benefits


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    Answering Common COVID-19 Questions with Conversational Technology

    • Mollie M. McKillop ;
    • Brett South ;
    • Anita M. Preininger ;
    • Gretchen P. Jackson

    Answering Common COVID-19 Questions with Conversational Technology


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    Combining Weather and Pollution Indicators with Insurance Claims on Identifying and Predicting Asthma Prevalence and Hospitalizations

    • Divya S. Mehrish ;
    • Monica Sharma ;
    • Laurent Hasson ;
    • J. Sairamesh

    Combining Weather and Pollution Indicators with Insurance Claims on Identifying and Predicting Asthma Prevalence and Hospitalizations


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    A Pilot Evaluation of the Performance of MetaMap for Processing Clinical Actionable Genomics Texts

    • Omika A. Merchant ;
    • Shreya S. Tellur ;
    • Xia Jing

    A Pilot Evaluation of the Performance of MetaMap for Processing Clinical Actionable Genomics Texts


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    Impact of the ARX Anonymization Tool for Biomedical Data – A Review

    • Thierry Meurers ;
    • Marco Johns ;
    • Felix N. Wirth ;
    • Fabian Prasser

    Impact of the ARX Anonymization Tool for Biomedical Data – A Review


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    Health Care Ecosystem Stage - Health Care Actors' Roles to Improve Quality with Clinical Data Exchanges

    • Sandra H. Mitchell ;
    • Gay E. Stahr ;
    • Todd Turner ;
    • Jeffrey Anderson

    Health Care Ecosystem Stage - Health Care Actors' Roles to Improve Quality with Clinical Data Exchanges


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    Listening to your Data:Analyzing Medical Concept Mentions in Longitudinal Clinical Notes

    • Asher Moldwin ;
    • Dina Demner-Fushman ;
    • Travis R. Goodwin

    Listening to your Data:Analyzing Medical Concept Mentions in Longitudinal Clinical Notes


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    The Patient Voice in Clinical Practice: Results of Qualitative Interviews with Patients Completing Patient-Reported Outcomes

    • Therese A. Nelson ;
    • Faraz Ahmad ;
    • Martha-Margaret Cotton ;
    • Kristina Davis ;
    • Leilani Lacson ;
    • Ryan Merkow ;
    • Luke V. Rasmussen ;
    • Nan Rothrock ;
    • Justin Starren

    The Patient Voice in Clinical Practice: Results of Qualitative Interviews with Patients Completing Patient-Reported Outcomes


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    BRATsynthetic: A Software Tool for the Generation of HIPAA Safe Harbor Compliant Replacement Text

    • Tobias O'Leary ;
    • John D. Osborne

    BRATsynthetic: A Software Tool for the Generation of HIPAA Safe Harbor Compliant Replacement Text


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    The Application of Social Network Analysis for COVID-19 Nosocomial Infection Control

    • Mina Ostovari ;
    • Claudine Jurkovitz ;
    • Lee Pachter ;
    • Marci Drees ;
    • David Chen

    The Application of Social Network Analysis for COVID-19 Nosocomial Infection Control


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    Chronicles of Nationwide Health Information Exchange (HIE) Told through Data Profiling of the Veterans HIE Audit Log

    • Eric Pan ;
    • Nelson Hsing ;
    • Omar Bouhaddou ;
    • Nathan Botts ;
    • Bharathi Vedula ;
    • Jim Malpass ;
    • Jeffrey Anderson ;
    • Jonathan R. Nebeker

    Chronicles of Nationwide Health Information Exchange (HIE) Told through Data Profiling of the Veterans HIE Audit Log


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    Communication Efficient Distributed Tensor Factorization based on Local SGD for Collaborative Health Data Analysis

    • Zhangyi Pan ;
    • Jian Lou ;
    • Li Xiong ;
    • Jing Ma

    Communication Efficient Distributed Tensor Factorization based on Local SGD for Collaborative Health Data Analysis


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    Social determinants of health and opioid dependence and overdose

    • Apoorva M. Pradhan ;
    • Tim Oates ;
    • Fadia T. Shaya

    Social determinants of health and opioid dependence and overdose


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    Development and Alpha Testing of Specifications for a VTE/Major Bleeding Electronic Clinical Quality Measure (eCQM)

    • Avery Pullman ;
    • Troy Li ;
    • Alexandra Businger ;
    • Stuart Lipsitz ;
    • Ania Syrowatka ;
    • Michael Sainlaire ;
    • David Bates ;
    • Patricia C. Dykes

    Development and Alpha Testing of Specifications for a VTE/Major Bleeding Electronic Clinical Quality Measure (eCQM)


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    A Novel Solution for Clinical Knowledge Management using Collibra

    • Aravind Rajagopalan ;
    • Rajan Chandras ;
    • Manana Gagnidze ;
    • Rod Aminian ;
    • Meg Ferrauiola ;
    • Devin Mann ;
    • Jonathan Austrian

    A Novel Solution for Clinical Knowledge Management using Collibra


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    System Architecture and Design of a US Department of Veterans Affairs Hospital Information System Integrated System for Patient Safety at Care Transitions

    • Michele L. Redding ;
    • Christina M. Alvaro ;
    • David LaBorde

    System Architecture and Design of a US Department of Veterans Affairs Hospital Information System Integrated System for Patient Safety at Care Transitions


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    Characterizing Effects of Air Pollution Exposure in Diabetic Patients Affected by COVID19

    • Naomi O. Riches ;
    • Ramkiran Gouripeddi ;
    • Willard Dere ;
    • Adriana Payan-Medina ;
    • Julio C. Facelli

    Characterizing Effects of Air Pollution Exposure in Diabetic Patients Affected by COVID19


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    Comparison of Algorithms for Identifying HIV-Positive Individuals from Electronic Medical Records in a Large Multi-site Database

    • Jessica P. Ridgway ;
    • Junlan Zhou ;
    • Eleanor Friedman ;
    • John Schneider

    Comparison of Algorithms for Identifying HIV-Positive Individuals from Electronic Medical Records in a Large Multi-site Database


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    Usability and Impact of a Care-Management System in Holistically Delivering Services to Vulnerable Populations

    • Rubina F. Rizvi ;
    • Tiffani Bright ;
    • Courtney VanHouten ;
    • Mollie M. McKillop ;
    • Suwei Wang ;
    • Shira Alevy ;
    • David Brotman ;
    • Megan Sands-Lincoln ;
    • Barbie Robinson ;
    • Carolyn Staats ;
    • Gretchen P. Jackson ;
    • William Kassler

    Usability and Impact of a Care-Management System in Holistically Delivering Services to Vulnerable Populations


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    A COVID-19 Drug Repurposing Network from Integrated Text Mining and Semantic Data Mining

    • Karen E. Ross ;
    • Chuming Chen ;
    • Julie Cowart ;
    • Sachin Gavali ;
    • Cathy Wu

    A COVID-19 Drug Repurposing Network from Integrated Text Mining and Semantic Data Mining


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    Validating synthetic data derivatives using adapted inpatient cascade of care for Type II diabetes mellitus

    • Irene Ryan ;
    • Randi E. Foraker ;
    • Cynthia Herrick

    Validating synthetic data derivatives using adapted inpatient cascade of care for Type II diabetes mellitus


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    Predicting Long-Term Care Demand from Medical and Long-Term Care Insurance Claims in Japan

    • Jumpei Sato ;
    • Kazuo Goda ;
    • Masaru Kitsuregawa ;
    • Tomoki Ishikawa ;
    • Naohiro Mitsutake

    Predicting Long-Term Care Demand from Medical and Long-Term Care Insurance Claims in Japan


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    The COVID-19 DREAM Challenge: enabling continuous benchmarking of models on EHR data

    • Thomas Schaffter ;
    • Timothy Bergquist ;
    • Yao Yan ;
    • Thomas Yu ;
    • Yooree Chae ;
    • Justin Prosser ;
    • Micheal Mason ;
    • Sean Mooney ;
    • Justin Guinney

    The COVID-19 DREAM Challenge: enabling continuous benchmarking of models on EHR data


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    Design of a Clinical Decision Support Tool for Erroneously Documented Vital Signs

    • Connor Skeehan ;
    • Benjamin H. Slovis ;
    • Melanie McArthur ;
    • Jeffrey Riggio

    Design of a Clinical Decision Support Tool for Erroneously Documented Vital Signs


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    Deconvoluting Spatial Transcriptomics Data through Graph-based Artificial Intelligence

    • Qianqian Song ;
    • Jing Su

    Deconvoluting Spatial Transcriptomics Data through Graph-based Artificial Intelligence


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    Toward a Neural Semantic Parsing System for EHR Question Answering

    • Sarvesh Soni ;
    • Kirk Roberts

    Toward a Neural Semantic Parsing System for EHR Question Answering


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    Query Complexity Analysis on the TriNetX Platform

    • Ezra Statsky-Frank ;
    • Zuzanna Drebert ;
    • Jordan Donovan ;
    • Matvey B. Palchuk ;
    • John E. Doole

    Query Complexity Analysis on the TriNetX Platform


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    DEPOT: Revealing Trajectories of Alzheimer’s Disease Development for Precision Monitoring and Interventions Using Real-world Evidence

    • Jing Su ;
    • Qianqian Song ;
    • Mark Espeland ;
    • Jeff Williamson

    DEPOT: Revealing Trajectories of Alzheimer’s Disease Development for Precision Monitoring and Interventions Using Real-world Evidence


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    The PREVENT Tool: An Implementation of the Yelp Fusion Application Programming Interface (API)

    • Esra S. Taner ;
    • Randi E. Foraker ;
    • Simon Lara ;
    • Marcelo Lopetegui ;
    • Maura Kepper

    The PREVENT Tool: An Implementation of the Yelp Fusion Application Programming Interface (API)


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    Leveraging Free-text Clinical Notes for Accurate Diagnostic Decision Support Using Pre-trained Language Representation Models

    • Rui Tang ;
    • Haishen Yao ;
    • Zhaowei Zhu ;
    • xingzhi sun

    Leveraging Free-text Clinical Notes for Accurate Diagnostic Decision Support Using Pre-trained Language Representation Models


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    Identifying Bad Actors in a Direct-to-Patient COVID-19 Registry

    • Kevin P. Timms ;
    • Emma Brinkley ;
    • Kalyani Hawaldar ;
    • Charles Tirrell ;
    • Leon Rozenblit

    Identifying Bad Actors in a Direct-to-Patient COVID-19 Registry


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    Consult Tracking Management Solution and Scheduler Workflow Metrics in the U.S. Department of Veterans Affairs

    • Alyssa Tsai ;
    • Evelynn Gerardo ;
    • Linda Droshine ;
    • Michael D. Watsom ;
    • David LaBorde

    Consult Tracking Management Solution and Scheduler Workflow Metrics in the U.S. Department of Veterans Affairs


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    Development and Evaluation of a Natural Language Processing (NLP) Pipeline for Extracting Endoscopic Measurements

    • Mohammed Ullah ;
    • Sean Pompea ;
    • Thomas R. Campion ;
    • Evan Sholle

    Development and Evaluation of a Natural Language Processing (NLP) Pipeline for Extracting Endoscopic Measurements


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    MedType: Improving Medical Entity Linking with Semantic Type Prediction

    • Shikhar Vashishth ;
    • Rishabh Joshi ;
    • Denis R. Newman-Griffis ;
    • Ritam Dutt ;
    • Carolyn Rose

    MedType: Improving Medical Entity Linking with Semantic Type Prediction


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    Ascertaining Chronic Condition Status from Electronic Health Records with Patient Problem Lists versus Encounter Diagnosis Records

    • Robert Voss ;
    • Teresa D. Schmidt ;
    • Jean O'Malley ;
    • John Heintzman ;
    • Nathalie Huguet ;
    • Miguel Marino ;
    • David Dorr ;
    • Nicole G. Weiskopf ;
    • Jennifer Lucas ;
    • Steele Valenzuela ;
    • Katherine Peak ;
    • Nathaniel Warren ;
    • Ana Quiñones

    Ascertaining Chronic Condition Status from Electronic Health Records with Patient Problem Lists versus Encounter Diagnosis Records


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    Network analysis to characterize chronological relationships in comorbidity trajectories: breast cancer as a case model

    • Clark D. Wang ;
    • William Zhang ;
    • Jonathan Wang ;
    • Julian C. Hong

    Network analysis to characterize chronological relationships in comorbidity trajectories: breast cancer as a case model


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    Leveraging Broadcast Text-Messages to Deliver Real-time Clinical Guidance to Hospital Employees During the COVID-19 Pandemic

    • Cheyenne C. Williams ;
    • Aditi Rao ;
    • Justin Ziemba ;
    • Jennifer Myers ;
    • Neha Patel

    Leveraging Broadcast Text-Messages to Deliver Real-time Clinical Guidance to Hospital Employees During the COVID-19 Pandemic


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    Automatic Gender Detection on Twitter for Health-related Cohort Studies

    • Yuan-Chi Yang ;
    • Mohammed A. Al-Garadi ;
    • Abeed Sarker

    Automatic Gender Detection on Twitter for Health-related Cohort Studies


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    Identifying Barriers and Facilitators to Integrating Patient-Generated Health Data into EHR

    • Jiancheng Ye

    Identifying Barriers and Facilitators to Integrating Patient-Generated Health Data into EHR


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    Identify Cancer Patients at Risk for Heart Failure using Electronic Health Record and Genetic Data

    • Zehao Yu ;
    • Xi Yang ;
    • Yiqing Chen ;
    • Ruogu Fang ;
    • William Hogan ;
    • Yan Gong ;
    • Yonghui Wu

    Identify Cancer Patients at Risk for Heart Failure using Electronic Health Record and Genetic Data


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    Integration between physician and nurse terminology in the care of patients with heart failure

    • Abdul Zakkar ;
    • Haleh Vatani ;
    • Barbara Di Eugenio ;
    • Carolyn Dickens ;
    • Pamela Martyn-Nemeth ;
    • Karen Dunn Lopez ;
    • Amer Ardati ;
    • Andrew Boyd

    Integration between physician and nurse terminology in the care of patients with heart failure


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    Blockchain for DSCSA Compliance in Hospital-at-Home Programs

    • Stephanie Zawada

    Blockchain for DSCSA Compliance in Hospital-at-Home Programs


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    OSPred – A Digital Health Aid for Rapid Analysis of Early Endpoints (PFS, ORR) and Overall Survival (OS) Correlates in Non-Small Cell Lung Cancer (NSCLC) Clinical Trials

    • Youyi Zhang ;
    • Jiabu Ye ;
    • Feng Liu ;
    • Sreenath Nampally ;
    • Imran Khan A.N., ;
    • Jim Weatherall ;
    • Cristina Duran ;
    • Renee Iacona ;
    • Faisal Khan ;
    • Pralay Mukhopadhyay ;
    • Shameer Khader

    OSPred – A Digital Health Aid for Rapid Analysis of Early Endpoints (PFS, ORR) and Overall Survival (OS) Correlates in Non-Small Cell Lung Cancer (NSCLC) Clinical Trials


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