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    Apps for COVID 19: Preliminary Results of a Systematic Review of Reviews

    • Marco Aigner ;
    • Johannes Schobel ;
    • Walter Swoboda ;
    • Felix Holl

    Apps for COVID 19: Preliminary Results of a Systematic Review of Reviews


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    Quality Audit on Coding Laterality at Missouri Cancer Registry and Research Center (MCR)

    • Sonia Akter

    Quality Audit on Coding Laterality at Missouri Cancer Registry and Research Center (MCR)


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    scRNA-seq Reveals a Type I IFN Signature in Mycobacterium Tuberculosis Infected Mice Lung

    • Sadia Akter

    scRNA-seq Reveals a Type I IFN Signature in Mycobacterium Tuberculosis Infected Mice Lung


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    Evaluating the Relationship Between Antidepressants and Body Weight Gain Using Real-world EHR Data

    • Khuder Alaboud ;
    • Md Kamruz Zaman Rana ;
    • GILLIAN BARTLETT-ESQUILANT ;
    • Abu Mosa

    Evaluating the Relationship Between Antidepressants and Body Weight Gain Using Real-world EHR Data


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    Multivariate Analysis of Factors Influencing Primary Care No-Shows

    • Sanah Ali ;
    • Benjamin Gifford

    Multivariate Analysis of Factors Influencing Primary Care No-Shows


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    Use of Natural Language Processing to Identify Activity Reports in Synthetic Medical Progress Notes

    • Gary Allen ;
    • Julia PORCINO ;
    • Jonathan Maldonado ;
    • Maryanne Sacco ;
    • Kathleen Cricket Coale ;
    • Rafael Jimenez-Silva ;
    • Bart Desmet ;
    • Elizabeth Rasch

    Use of Natural Language Processing to Identify Activity Reports in Synthetic Medical Progress Notes


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    Identifying Patients with Prenatally Diagnosed Down Syndrome in a Large NICU Population via Rule-Based Text Processing

    • Austin Antoniou ;
    • Marina Metzler ;
    • Regan McGinley ;
    • Bimal Chaudhari

    Identifying Patients with Prenatally Diagnosed Down Syndrome in a Large NICU Population via Rule-Based Text Processing


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    REDCap on FHIR for Research: Piloting the transfer of EHR data via FHIR from simulated EHR with synthetic patient cohorts to REDCap database to augment research data collection.

    • Jacqueline Bagwell

    REDCap on FHIR for Research: Piloting the transfer of EHR data via FHIR from simulated EHR with synthetic patient cohorts to REDCap database to augment research data collection.


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    Machine Learning Model For Predicting Delirium In Patients In The Intensive Care Unit Using Environmental Noise

    • Sabyasachi Bandyopadhyay ;
    • Ahna Cecil ;
    • Andrea Davidson ;
    • Julie Cupka ;
    • Tezcan Ozrazgat-Baslanti ;
    • Azra Bihorac ;
    • Parisa Rashidi

    Machine Learning Model For Predicting Delirium In Patients In The Intensive Care Unit Using Environmental Noise


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    Implementing a Knowledge Base for a Theory of Medicine

    • Carl-Fredrik Bassôe ;
    • Ragnhild Bassøe Gunderssen

    Implementing a Knowledge Base for a Theory of Medicine


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    Cybersecurity Tabletop Simulation for Health Informatics Students: Preparation for Practice

    • Erin Blanchard ;
    • Michelle Brown ;
    • Marjorie White ;
    • Amanda Gargus ;
    • Sue Feldman

    Cybersecurity Tabletop Simulation for Health Informatics Students: Preparation for Practice


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    Secure Environment for Research Data Analysis

    • Jack Chang ;
    • Jeanne Holden-Wiltse

    Secure Environment for Research Data Analysis


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    Using Version Control Systems to Support High-Quality Phenotype Definitions

    • Martin Chapman ;
    • Luke Rasmussen ;
    • Jennifer Pacheco ;
    • Vasa Curcin

    Using Version Control Systems to Support High-Quality Phenotype Definitions


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    Developing a Dashboard to Visualize Data Quality Assessments in a Pediatric Clinical Research Network

    • Kimberley Dickinson ;
    • Ally Zelinski ;
    • Sam Boss ;
    • Ryan Webb ;
    • Charles Bailey ;
    • Hanieh Razzaghi ;
    • Alex Shorrock

    Developing a Dashboard to Visualize Data Quality Assessments in a Pediatric Clinical Research Network


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    Number of Scientific Hypotheses and Time Needed in a 2-Hour Study Session among Inexperienced Clinical Researchers — Preliminary Results

    • Brooke Draghi ;
    • Mytchell Ernst ;
    • Vimla Patel ;
    • James Cimino ;
    • Jay Shubrook ;
    • Yuchun Zhou ;
    • Chang Liu ;
    • Sonsoles De Lacalle ;
    • Xia Jing

    Number of Scientific Hypotheses and Time Needed in a 2-Hour Study Session among Inexperienced Clinical Researchers — Preliminary Results


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    Variance-Based Explainability Method for Interpreting the VTE Risk Among Post-Surgical Patients

    • Smitha Edakalavan

    Variance-Based Explainability Method for Interpreting the VTE Risk Among Post-Surgical Patients


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    Development and Validation of EHR-based Genetic Risk Scores for Systemic Lupus Erythematosus

    • Noah Forrest ;
    • Adam Gordon ;
    • Yu Deng ;
    • Jennifer Pacheco ;
    • Vesna Mitrovic ;
    • Rosalind Ramsey-Goldman ;
    • Theresa Walunas

    Development and Validation of EHR-based Genetic Risk Scores for Systemic Lupus Erythematosus


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    Assessment of EHR Data Quality Variability Among Different Racial Groups in the Case Study of de novo stage IV breast cancer (DNIV)

    • Sunyang Fu ;
    • Liwei Wang ;
    • Feifan Liu ;
    • Folakemi Odedina ;
    • Hongfang Liu

    Assessment of EHR Data Quality Variability Among Different Racial Groups in the Case Study of de novo stage IV breast cancer (DNIV)


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    Using Natural Language Processing to Identifying Critical Results on Thyroid Ultrasounds: Exploring Approaches to Class Imbalance

    • Chris George ;
    • Nandni Mithia ;
    • Andrew Brown

    Using Natural Language Processing to Identifying Critical Results on Thyroid Ultrasounds: Exploring Approaches to Class Imbalance


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    County Factors Affecting Timeliness of Breast Cancer Treatment in Missouri

    • Matthew Gerling ;
    • Zachary Abrams

    County Factors Affecting Timeliness of Breast Cancer Treatment in Missouri


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    Empathy Map as a Tool to Engage Patients and Companions in the Coproduction of Technologies to Prevent Hospital Falls

    • Luciana Goncalves ;
    • Gisele Meira ;
    • Adeli Medeiros ;
    • Camila Zanesco ;
    • Leticia Silva ;
    • Laura Faria ;
    • Karla Figueiredo ;
    • Lillian Daisy Wolff ;
    • Aida Peres ;
    • Silvana Souza

    Empathy Map as a Tool to Engage Patients and Companions in the Coproduction of Technologies to Prevent Hospital Falls


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    Developing a Metadata Description for Publishing Research Data Resources for Promoting their Reuse

    • Amaka Ohiku ;
    • Ram Gouripeddi ;
    • Mollie Cummins ;
    • Randy Madsen ;
    • Julio Facelli ;
    • Katherine Sward ;
    • Mary Irion

    Developing a Metadata Description for Publishing Research Data Resources for Promoting their Reuse


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    Performance of Containerized TiDE for De-identification of RECOVER EHR Clinical Notes

    • Ram Gouripeddi ;
    • Jackson Barlocker ;
    • Natalya Alekhina ;
    • Jace Johnny ;
    • Jennifer Lloyd ;
    • Haddy Bah ;
    • Tina Greimes ;
    • Mollie Cummins

    Performance of Containerized TiDE for De-identification of RECOVER EHR Clinical Notes


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    Effectiveness, Safety and Efficiency of a Drive-Through Care Model at Stanford Health Care (SHC): A Response to the COVID-19 Pandemic Testing Demand

    • Anna Graber-Naidich ;
    • Ian Brown ;
    • Shashank Ravi ;
    • Stefanie Sebok-Syer ;
    • Patrice Callagy ;
    • Karen Stuart ;
    • Ryan Ribeira ;
    • Laleh Gharahbaghian ;
    • Sam Shen ;
    • Vandana Sundaram ;
    • Maame Yaa Yiadom

    Effectiveness, Safety and Efficiency of a Drive-Through Care Model at Stanford Health Care (SHC): A Response to the COVID-19 Pandemic Testing Demand


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    Transformer-Based Embedding of Patient Attributes for Characterization of Disease Onset in Breast Cancer Patients

    • Benjamin Holmes ;
    • Foad Green ;
    • Joshua Loving ;
    • Amol Bhalla

    Transformer-Based Embedding of Patient Attributes for Characterization of Disease Onset in Breast Cancer Patients


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    Predicting Outcomes in Patients with Substance Use-Related Diagnoses Using Electronic Health Record Data and Neighborhood-level Information

    • Tim Gruenloh

    Predicting Outcomes in Patients with Substance Use-Related Diagnoses Using Electronic Health Record Data and Neighborhood-level Information


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    Utilization of Electronic Health Records for Chronic Disease Surveillance: A Systematic Literature Review

    • Elina Guralnik

    Utilization of Electronic Health Records for Chronic Disease Surveillance: A Systematic Literature Review


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    Proteinarium, a Novel Protein-Protein Interaction Tool Reveals Mismatch Repair Deficient Breast Cancer as a Distinct Molecular Subtype

    • Sean Hacking ;
    • Charissa Chou ;
    • Yigit Baykara ;
    • Yihong Wang ;
    • Alper Uzun ;
    • Ece Uzun

    Proteinarium, a Novel Protein-Protein Interaction Tool Reveals Mismatch Repair Deficient Breast Cancer as a Distinct Molecular Subtype


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    The Role of Place in Prostate Cancer Treatment Disparities

    • Noah Hammarlund

    The Role of Place in Prostate Cancer Treatment Disparities


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    Bridging i2b2 and Geography-based Social Determinants of Health

    • Daniel Harris ;
    • Darren Henderson ;
    • Jeffery Talbert

    Bridging i2b2 and Geography-based Social Determinants of Health


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    Towards High Efficiency Eligibility Assessment for Clinical Trial Accrual

    • Huan He ;
    • Andrew Wen ;
    • Sunyang Fu ;
    • Sijia Liu ;
    • Kurt Miller ;
    • Michael Lin ;
    • Robert Gehrke ;
    • Carmen Vodislav ;
    • Kathryn Cook ;
    • David Strauss ;
    • Dania Helgeson ;
    • Thomas Kingsley ;
    • Alexander Ryu ;
    • Hongfang Liu

    Towards High Efficiency Eligibility Assessment for Clinical Trial Accrual


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    Representativeness of the National Electronic Health Records Survey: A Comparison with the American Board of Family Medicine Continuation of Certification Questionnaire

    • Nathaniel Hendrix ;
    • Andrew Bazemore ;
    • Lisa Rotenstein ;
    • Jordan Everson ;
    • A J Holmgren ;
    • Alexander Krist ;
    • Robert Phillips

    Representativeness of the National Electronic Health Records Survey: A Comparison with the American Board of Family Medicine Continuation of Certification Questionnaire


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    Predicting Optic Pathway Gliomas in Pediatric Neurofibromatosis Type 1

    • Ethan Hillis ;
    • Inez Oh ;
    • David Gutmann ;
    • Elizabeth Cordell ;
    • Randi Foraker ;
    • Philip Payne ;
    • Aditi Gupta

    Predicting Optic Pathway Gliomas in Pediatric Neurofibromatosis Type 1


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    A Narrative Review of Trustable AI to Develop an AI-Clinical Decision Support “Product Information Label”

    • Ariella Hoffman-Peterson ;
    • Paige Nong ;
    • Kerry Ryan ;
    • Jodyn Platt ;
    • Joshua Richardson

    A Narrative Review of Trustable AI to Develop an AI-Clinical Decision Support “Product Information Label”


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    Telemedicine Primary Care Visit and Diabetes Control among People with Diabetes during COVID-19 Pandemic

    • Jie Huang

    Telemedicine Primary Care Visit and Diabetes Control among People with Diabetes during COVID-19 Pandemic


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    Association between linguistic features and help-seeking among women with intimate partner violence in online health communities (OHCs)

    • Vivian Hui ;
    • Chi Ching ;
    • Julieta Zabala ;
    • Malavika Eby ;
    • Rose Constantino ;
    • Heeyoung Lee ;
    • Jamie Zelazny ;
    • Judy C. Chang ;
    • Daqing He ;
    • Young Ji Lee

    Association between linguistic features and help-seeking among women with intimate partner violence in online health communities (OHCs)


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    Computational phenotyping within the National COVID Cohort Collaborative (N3C) - A use-case for identifying people living with HIV

    • Eric Hurwitz ;
    • Nada Fadul ;
    • Cara Varley ;
    • Jing Sun ;
    • Sandra Safo ;
    • Evan French ;
    • Alfred Anzalone ;
    • Xioaming Li ;
    • Xueying Yang ;
    • Jiajia Zhang ;
    • Kenneth Wilkins ;
    • Amy Olex ;
    • Rena Patel

    Computational phenotyping within the National COVID Cohort Collaborative (N3C) - A use-case for identifying people living with HIV


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    SeqPipeline: An Automated Software Tool to Transform Pharmacogenomic Genotypes into Provider-Facing Clinical Decision Support

    • Matthew Jack ;
    • Keith Danahey ;
    • David George ;
    • Larry House ;
    • Kiang-Teck J. Yeo ;
    • Samuel Volchenboum ;
    • Peter H. O'Donnell

    SeqPipeline: An Automated Software Tool to Transform Pharmacogenomic Genotypes into Provider-Facing Clinical Decision Support


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    Toward Interactive Machine Learning Through Visualizing Predictions of Data Instances

    • Hyeonhak Jeong ;
    • Minki Chun ;
    • Hyunggu Jung

    Toward Interactive Machine Learning Through Visualizing Predictions of Data Instances


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    A De-Identification Algorithm for Multi-Scale Data Extracted from the Brain Gene Registry

    • Levi Kaster ;
    • Inez Oh ;
    • Albert Lai ;
    • Philip Payne ;
    • Zachary Abrams ;
    • Aditi Gupta

    A De-Identification Algorithm for Multi-Scale Data Extracted from the Brain Gene Registry


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    Design and Implementation of a Methodology to Identify Polypharmacy, Alcohol, and Other Substance Use in People with HIV

    • Farah Kidwai-Khan

    Design and Implementation of a Methodology to Identify Polypharmacy, Alcohol, and Other Substance Use in People with HIV


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    Hospital At Home: Leveraging Business Intelligence for Data-Driven Solutions

    • John Kim

    Hospital At Home: Leveraging Business Intelligence for Data-Driven Solutions


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    Supporting Personalized Pregnancy Care Using Artificial Intelligence: A Web-based Tool to Deliver Personalized Health Information

    • Dayoung Kim ;
    • Yifan Liu ;
    • Jillian Shotwell ;
    • Anya Bawden ;
    • Amy Sullivan ;
    • Rochell Joly ;
    • Yiye Zhang

    Supporting Personalized Pregnancy Care Using Artificial Intelligence: A Web-based Tool to Deliver Personalized Health Information


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    Needs Assessment of a Cohort Exploration Tool for Clinical Research Coordinators at a Large Academic Medical Center

    • Thomas Kingsley ;
    • Sunyang Fu ;
    • Huan He ;
    • Michael Lin ;
    • Robert Gehrke ;
    • Carmen Vodislav ;
    • Sijia Liu ;
    • Andrew Wen ;
    • Dania Helgeson ;
    • David Strauss ;
    • Kathryn Cook ;
    • Alexander Ryu ;
    • Hongfang Liu

    Needs Assessment of a Cohort Exploration Tool for Clinical Research Coordinators at a Large Academic Medical Center


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    Approaches for Enriching Electronic-Health-Record Cohorts by Detecting Patients with Complete Data

    • Jeffrey Klann ;
    • Griffin Weber ;
    • Darren Henderson ;
    • Michele Morris ;
    • Diane Keogh ;
    • Shawn Murphy

    Approaches for Enriching Electronic-Health-Record Cohorts by Detecting Patients with Complete Data


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    Using Robotic Process Automation to Improve Data Extraction for Artificial Intelligence Research in Ophthalmology

    • Varun Krishnan ;
    • Trevor Yuen ;
    • Swarup Swaminathan

    Using Robotic Process Automation to Improve Data Extraction for Artificial Intelligence Research in Ophthalmology


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    Comparison of Hospital-Wide vs Location-Specific Models for Predicting Pediatric Critical Deterioration

    • Huan Liang

    Comparison of Hospital-Wide vs Location-Specific Models for Predicting Pediatric Critical Deterioration


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    The Maternal and Pediatric pRecision In Therapeutics (MPRINT) Knowledgebase and Portal

    • Aditi Shendre ;
    • Xiaofu Liu ;
    • Lei Wang ;
    • Sara Quinney ;
    • Lang Li

    The Maternal and Pediatric pRecision In Therapeutics (MPRINT) Knowledgebase and Portal


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    Accelerating Cancer Research by Enabling Easy Access to Real-World Data

    • Tanja Magoc ;
    • Yankuic Galvan ;
    • Yujun Chen ;
    • Tianchen Lyu ;
    • Xing He ;
    • Xiao Qin ;
    • Dejana Braithwaite ;
    • Thomas George ;
    • Jiang Bian ;
    • Christopher Harle

    Accelerating Cancer Research by Enabling Easy Access to Real-World Data


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    Calculating Mediation Effects of High Dimensional Radiomic Data Between Exposure and Outcome

    • Emily Mastej

    Calculating Mediation Effects of High Dimensional Radiomic Data Between Exposure and Outcome


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    Patient Reported Symptom Correlations: Analysis of 103,170 Responses

    • Mary Schindler ;
    • Gabe Verzino ;
    • Sarah Whittaker ;
    • Michael Manni ;
    • Sunyi Zhang ;
    • Brian Finn ;
    • Ellana Haakenstad ;
    • Christine Cronin ;
    • Michael Hassett ;
    • Nadine McCleary

    Patient Reported Symptom Correlations: Analysis of 103,170 Responses


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    Anomaly Identification Model for 12-Lead ECG Based on Cycle-GAN

    • Jose Moon

    Anomaly Identification Model for 12-Lead ECG Based on Cycle-GAN


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    Does SSRI use reduce COVID-19 mortality? A Study of EHR data in N3C Enclave using Targeted Learning for Causal Inference

    • Sonja Nakasian ;
    • Dan Housman ;
    • Yuval Koren ;
    • Daniel Poscover ;
    • Sergey Krikov ;
    • Charles Barr ;
    • Andy Wilson ;
    • Mark van der Laan ;
    • Ivana Malenica

    Does SSRI use reduce COVID-19 mortality? A Study of EHR data in N3C Enclave using Targeted Learning for Causal Inference


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    Automation of i2b2 Cohort Identification

    • Marshall Clark ;
    • Samyuktha Nandhakumar ;
    • Purvi Khanuja ;
    • Emily Pfaff

    Automation of i2b2 Cohort Identification


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    Joint Prediction of Mortality and Hospitalization for End-Stage Renal Disease Patients Using Multi-Task Learning with Electronic Health Record Data

    • Caitlyn Nguyen ;
    • Benjamin Goldstein

    Joint Prediction of Mortality and Hospitalization for End-Stage Renal Disease Patients Using Multi-Task Learning with Electronic Health Record Data


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    Detecting Phenotypes Among Patients Suspected of Rare Mendelian Disorders

    • Kai-Wen Yang ;
    • Nara Sobreira ;
    • Masoud Rouhizadeh ;
    • Casey Taylor ;
    • Michelle Nguyen ;
    • Angie Jelin

    Detecting Phenotypes Among Patients Suspected of Rare Mendelian Disorders


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    Connecting REDCap Forms to EMR Services Using REDCap Hooks

    • Andrew Niederhausern ;
    • Javier Villarreal ;
    • Nadia Bahadur ;
    • Marufur Bhuiya ;
    • Julian Schwartz ;
    • Alysha Insinga ;
    • John Philip ;
    • Zach Rachlin ;
    • Margaret Dobbins

    Connecting REDCap Forms to EMR Services Using REDCap Hooks


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    Web-Based Clinical Decision Support for Polygenic Risk Scores

    • Hana Bangash ;
    • Oluwateniayo Ogunsan

    Web-Based Clinical Decision Support for Polygenic Risk Scores


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    A Framework to Enhance Minority Recruitment for Genomic Studies

    • Oluwateniayo Ogunsan ;
    • Hana Bangash ;
    • Alexandra Miller ;
    • Scott Nigbur ;
    • Jake Petrzelka ;
    • Sajjad Hussain ;
    • Iftikhar Kullo

    A Framework to Enhance Minority Recruitment for Genomic Studies


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    Architecture of an Automated Statewide Registry-Based Tailored Text Messaging System: The Heart Health Messages Program

    • Deborah Ogunsanmi ;
    • Jerica Chambers ;
    • Justin Gatwood ;
    • Avinash Pakker ;
    • Anusha Kompalli ;
    • Satya Surbhi ;
    • Umar Kabir ;
    • Jim Bailey

    Architecture of an Automated Statewide Registry-Based Tailored Text Messaging System: The Heart Health Messages Program


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    Stress, Anxiety, and Depression from the COVID-19 Pandemic and the Role of Technologies in Resilience for Older Korean Americans

    • HyeJin Park

    Stress, Anxiety, and Depression from the COVID-19 Pandemic and the Role of Technologies in Resilience for Older Korean Americans


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    Extracting Mentions of Social Support and Social Isolation from Clinical Notes in the Electronic Health Records

    • Braja Patra ;
    • Veer Vekaria ;
    • Lauren Lepow ;
    • Prakash Adekkanattu ;
    • Mark Olfson ;
    • J. John Mann ;
    • Myrna Weissman ;
    • Priya Wickramaratne ;
    • Ardesheer Talati ;
    • Ming Huang ;
    • Euijung Ryu ;
    • Joanna M. Biernacka ;
    • Alexander Charney ;
    • Jyotishman Pathak

    Extracting Mentions of Social Support and Social Isolation from Clinical Notes in the Electronic Health Records


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    Racial Disparities in Clinical Automated Speech Recognition

    • Samuel Payne

    Racial Disparities in Clinical Automated Speech Recognition


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    Ontology-Assisted Data Analysis for Cholangiocarcinoma

    • Anuwat Pengput ;
    • Alexander Diehl

    Ontology-Assisted Data Analysis for Cholangiocarcinoma


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    Corda Blockchain for Interoperable Insurance Billing

    • Anh Pham ;
    • Conan Minihan ;
    • Abijith Augustine ;
    • Tsung-Ting Kuo

    Corda Blockchain for Interoperable Insurance Billing


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    Biomedical Data Commons: A Publicly Available Knowledge Graph

    • Samantha Piekos

    Biomedical Data Commons: A Publicly Available Knowledge Graph


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    Developing a data quality framework for Immunization Information Systems (IIS): The case of Missouri ShowMeVax

    • Muhammad Muinul Islam ;
    • Md Kamruz Zaman Rana ;
    • Abu Mosa

    Developing a data quality framework for Immunization Information Systems (IIS): The case of Missouri ShowMeVax


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    StatWrap: Managing Variation in Support of Reproducible Research

    • Luke Rasmussen ;
    • Eric Whitley ;
    • Abigail Baldridge ;
    • Leah Welty

    StatWrap: Managing Variation in Support of Reproducible Research


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    Facilitators and Barriers to Older Adults? Use of Digital Home Assistants: Implications for Informatics

    • Wendy Rogers ;
    • Husna Hussaini ;
    • Emma Lachs ;
    • Ki Lim ;
    • Kenneth Blocker

    Facilitators and Barriers to Older Adults? Use of Digital Home Assistants: Implications for Informatics


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    Generalizable Criteria for Machine-Learning Model Bias Assessment

    • Alexander Ryu ;
    • Jennifer Condon ;
    • Thomas Kingsley ;
    • Ray Qian ;
    • Heather Heaton ;
    • Sean Legler ;
    • shant ayanian

    Generalizable Criteria for Machine-Learning Model Bias Assessment


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    Enhancing end-of-life care using rule-based artificial intelligence and near-real-time data from electronic health records

    • Hojjat Salmasian ;
    • Kourosh Ravvaz ;
    • Alexander Fiksdal ;
    • Angela Wise ;
    • Christopher Baugh ;
    • Mallika Mendu

    Enhancing end-of-life care using rule-based artificial intelligence and near-real-time data from electronic health records


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    Informing Community-Tailored Physical Activity Interventions: Barriers and Opportunities Among People from Socially Vulnerable Neighborhoods with Comorbid Obesity and Depression

    • Savitha Sangameswaran ;
    • Cristina Cano-Calhoun ;
    • Serena Jinchen Xie ;
    • Deanna Ton ;
    • Gina Keppel ;
    • Joel Pearson ;
    • David Bauman ;
    • Gina Many ;
    • Sean Mooney ;
    • Kari Stephens ;
    • Abhishek Pratap ;
    • Cynthia Chen ;
    • Andrea Hartzler

    Informing Community-Tailored Physical Activity Interventions: Barriers and Opportunities Among People from Socially Vulnerable Neighborhoods with Comorbid Obesity and Depression


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    Artificial Intelligence/Machine Learning Curriculum for Health Informatics: Hands-on Skills Training to Analyze Supervised and Unsupervised Machine Learning Algorithms

    • Hasan Sapci ;
    • H. Aylin Sapci

    Artificial Intelligence/Machine Learning Curriculum for Health Informatics: Hands-on Skills Training to Analyze Supervised and Unsupervised Machine Learning Algorithms


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    Usability and Validity of the mLab App for Increasing HIV Testing Among Young Cisgender Men and Transgender Women

    • Rebecca Schnall ;
    • Thomas Scherr ;
    • Lisa Kuhns ;
    • Olivia Wood ;
    • Janeth Juarez Padilla ;
    • Robert Garofalo

    Usability and Validity of the mLab App for Increasing HIV Testing Among Young Cisgender Men and Transgender Women


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    CNVpred: Classifying Pathogenic Copy Number Variants with Machine Learning

    • Robert Schuetz ;
    • Austin Antoniou ;
    • Bimal Chaudhari ;
    • Peter White

    CNVpred: Classifying Pathogenic Copy Number Variants with Machine Learning


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    Randomized Intervention Study of Form-based and Chatbot-based Methods for Family History Data Collection

    • Michelle Nguyen ;
    • Joao Sedoc ;
    • Casey Taylor

    Randomized Intervention Study of Form-based and Chatbot-based Methods for Family History Data Collection


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    Leveraging participants and partners to inform mobile applications: MyCap?s evolution through development, demonstration, and dissemination.

    • Emily Serdoz ;
    • Giovanni Delacqua ;
    • Vaishali Jagtap ;
    • Byungsuk Choi ;
    • Dionne Grant ;
    • Jessica Eidenmuller ;
    • Paul Harris

    Leveraging participants and partners to inform mobile applications: MyCap?s evolution through development, demonstration, and dissemination.


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    An Automatic Pneumatic Device for Detection and Suppression of Tremors for Parkinson’s Disease Patients

    • Unnati Seshadri

    An Automatic Pneumatic Device for Detection and Suppression of Tremors for Parkinson’s Disease Patients


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    Using Knowledge from DailyMed to Improve Clinical Relationship Extraction

    • Kelsey Shearon ;
    • Sam Henry

    Using Knowledge from DailyMed to Improve Clinical Relationship Extraction


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    Developing an Artificial Intelligence-based Model for Prospective Weight Entry Error Detection in Pediatrics

    • Hanniel Shih ;
    • Danny Wu

    Developing an Artificial Intelligence-based Model for Prospective Weight Entry Error Detection in Pediatrics


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    The Shared Decision Aid Navigator System: Supporting the 5 Rights of Shared Decision-Making Support

    • Andrey Soares ;
    • Lisa Schilling

    The Shared Decision Aid Navigator System: Supporting the 5 Rights of Shared Decision-Making Support


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    Accelerometer-based Pain Prediction Using Transformers: A Proof Of Concept In Critically Ill Patients

    • Jessica Sena ;
    • Sabyasachi Bandyopadhyay ;
    • Subhash Nerella ;
    • Parisa Rashidi ;
    • William Schwartz

    Accelerometer-based Pain Prediction Using Transformers: A Proof Of Concept In Critically Ill Patients


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    Predicting Change in County-Level Alzheimer’s Disease Incidence Rate using Shapelet-Based Analysis of Pollution Recordings

    • Caden Stewart ;
    • Ram Gouripeddi ;
    • Julio Facelli

    Predicting Change in County-Level Alzheimer’s Disease Incidence Rate using Shapelet-Based Analysis of Pollution Recordings


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    Assessing Data Continuity in the All of Us Electronic Health Records

    • Lina Sulieman

    Assessing Data Continuity in the All of Us Electronic Health Records


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    Accounting for informative missingness in clinical prediction models with longitudinal EHR data

    • Minghui Sun ;
    • Benjamin Goldstein

    Accounting for informative missingness in clinical prediction models with longitudinal EHR data


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    Precision Oncology: Siamese Neural Network Based Approach to Discovery of Treatment Response Biomarkers

    • Kevin Tabatabaei

    Precision Oncology: Siamese Neural Network Based Approach to Discovery of Treatment Response Biomarkers


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    AE2Vec: Synthesizing medical concept cartography and time-series analysis for temporal phenotyping of medical adverse events

    • Steven Tran ;
    • Jeffrey Sosman ;
    • Abel Kho ;
    • Yuan Luo ;
    • Theresa Walunas

    AE2Vec: Synthesizing medical concept cartography and time-series analysis for temporal phenotyping of medical adverse events


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    Using Electronic Health Records to Analyze Healthcare Services Utilization among Patients with Suicidality and Substance Use Disorders

    • Veer Vekaria ;
    • Braja Patra ;
    • Wenna Xi ;
    • Mark Olfson ;
    • Jyotishman Pathak

    Using Electronic Health Records to Analyze Healthcare Services Utilization among Patients with Suicidality and Substance Use Disorders


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    Machine Learning Model Interpretation Tools Reveal Sub-Populations with Differing Predictors in a Clinical Prediction Model

    • Lorne Walker ;
    • Shyam Visweswaran ;
    • Andrew Nowalk

    Machine Learning Model Interpretation Tools Reveal Sub-Populations with Differing Predictors in a Clinical Prediction Model


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    Curating a reference standard of confounders for investigating risk factors for dementia

    • Sarah Wenyon ;
    • Helmet Karim ;
    • C. Elizabeth Shaaban ;
    • Steve Albert ;
    • Scott Malec

    Curating a reference standard of confounders for investigating risk factors for dementia


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    Developing a Framework for Reusing Computable Phenotyping Algorithms: the Colorado Diabetes EHR Research Repository (CODER)

    • Melissa Wilson ;
    • David Mayer ;
    • Luke Rasmussen ;
    • Pramod Khanal ;
    • Maryam Nuriyeva ;
    • Michael McRae ;
    • Sridharan Raghavan ;
    • Laura Wiley

    Developing a Framework for Reusing Computable Phenotyping Algorithms: the Colorado Diabetes EHR Research Repository (CODER)


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    A Data Structure and Methodology for Referent Tracking with the Alzheimer's Disease Neuroimaging (ADNI) Knowledge Base

    • Lauren Wishnie

    A Data Structure and Methodology for Referent Tracking with the Alzheimer's Disease Neuroimaging (ADNI) Knowledge Base


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    Developing a Comprehensive Drug Ontology to Support Real World Evidence

    • Melinda Wong ;
    • Safa Amini ;
    • Hsin-Yi Berg ;
    • Raghu Warrier ;
    • Amol Bhalla

    Developing a Comprehensive Drug Ontology to Support Real World Evidence


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    Developing a Learning Health System in an Academic Health Center: Initial Implementation in Neurosurgery from Data to Knowledge

    • Danny Wu ;
    • TZU-CHUN WU

    Developing a Learning Health System in an Academic Health Center: Initial Implementation in Neurosurgery from Data to Knowledge


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    Pre-existing autoimmunity associates with increased severity of COVID-19 patients: A retrospective cohort study using data from the National COVID Cohort Collaborative (N3C) data

    • Arjun Singh Yadaw

    Pre-existing autoimmunity associates with increased severity of COVID-19 patients: A retrospective cohort study using data from the National COVID Cohort Collaborative (N3C) data


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    A test for the observability of EHR data using external data

    • Mengying Yan ;
    • Benjamin Goldstein

    A test for the observability of EHR data using external data


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    Text Classification of Cancer Clinical Trial Eligibility Criteria using Natural Language Processing

    • Yumeng Yang

    Text Classification of Cancer Clinical Trial Eligibility Criteria using Natural Language Processing


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    Show Me the Data: Evaluating User Engagement with an Institutional Data Catalog for an Academic Medical Center

    • Michelle Yee ;
    • Ian Lamb ;
    • Nicole Contaxis

    Show Me the Data: Evaluating User Engagement with an Institutional Data Catalog for an Academic Medical Center


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    Deep-Convolution Neural Network Based on 12-lead ECG for Idiopathic Parkinson Diagnosis

    • Hakje Yoo ;
    • Se Hwa Chung ;
    • Jong-Ho Kim ;
    • Chan-Nyoung Lee ;
    • Hyung Joon Joo

    Deep-Convolution Neural Network Based on 12-lead ECG for Idiopathic Parkinson Diagnosis


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    Predicting Chemical Toxicity by Applying a Hierarchical Bayesian Approach with Priors to the Tox21 Assay Data

    • Wenyu Zeng

    Predicting Chemical Toxicity by Applying a Hierarchical Bayesian Approach with Priors to the Tox21 Assay Data


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    Identification of Sequence-based Transcription Profiling Associated with Alzheimer’s Disease

    • Jiatong Liang ;
    • Yuji Zhang

    Identification of Sequence-based Transcription Profiling Associated with Alzheimer’s Disease


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    Predicting Superimposed Preeclampsia in Women with Chronic Hypertension Using Electronic Health Records Data

    • Min Zhao ;
    • Inez Oh ;
    • Abigail Lewis ;
    • Kriti Bhattarai ;
    • Annessa Kernberg ;
    • D. Michael Nelson ;
    • Philip Payne ;
    • Albert Lai ;
    • Aditi Gupta

    Predicting Superimposed Preeclampsia in Women with Chronic Hypertension Using Electronic Health Records Data


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    Comparative Effectiveness of Dexamethasone in Treatment of Hospitalized COVID-19 Patients in the First Year of the Pandemic: N3C Data Repository

    • Richard Zhou

    Comparative Effectiveness of Dexamethasone in Treatment of Hospitalized COVID-19 Patients in the First Year of the Pandemic: N3C Data Repository


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    Trends in Opioid Use Disorder (OUD) Treatment in Arizona

    • Sanah Ali ;
    • Logan Cameron ;
    • George Runger ;
    • Anita Murcko

    Trends in Opioid Use Disorder (OUD) Treatment in Arizona


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