Program Schedule

Poster Session 1

A Comprehensive VCF File Visualization and Analysis Tool; Variant Graph Craft (VGC) Speaker: Alper Uzun, PhD, Brown, University, Department of Pathology and Laboratory Medicine, Department of Pediatrics Author: Jennifer Li, High School, Brown University Author: Andy Yang, High School, Brown University Author: Benedito Carneiro, MD, Brown University Author: Ece Uzun, MS, PhD, Lifespan/Brown University Author: Lauren Massingham, MD, Brown University

A Dashboard for Shared Decision-Making: Putting Patient-Generated Health Data and Clinical Decision Support Together Author: Courtney Zott, MPH, NORC at the University of Chicago Author: Edwin Lomotan, MD, AHRQ Author: Prashila Dullabh, MD, NORC at the University of Chicago Author: James Swiger, MBE, Agency for Healthcare Research and Quality Author: Desirae Leaphart Author: Aziz Boxwala, MD, PhD, Elimu Informatics Author: Colin Stynes Speaker: Edna Shenvi, MD MAS, Elimu Informatics Inc. Author: Dean Sittig, PhD, UTHealth Health Science Center at Houston

A Data-driven Approach for Improving CMS Hospital Star Ratings Speaker: Susie Yin, M.Eng., MBA, Geisinger Speaker: Jim Urick, MS, Geisinger Health System Author: Eric Reich, MSHI, Geisinger Author: Casey Cauthorn, MIE Author: David Vawdrey, PhD, Geisinger Author: Biplab S Bhattacharya, PhD, Geisinger Health System

A Domain Analysis of eIRB Applications to Identify Data Extraction Requests for Clinical Research Author: Shelby-Jade Murdock, BS, MS, University of Utah Speaker: Mollie Cummins, University of Utah Author: Ramkiran Gouripeddi, University of Utah

A Machine Learning Approach to Evaluate Pharmacokinetic Data as a Predictor of Escitalopram-Related Side Effects Speaker: Ethan Poweleit, BS, Cincinnati Children's Hospital Medical Center Author: Samuel Vaughn, MD, PhD, Cincinnati Children's Hospital Medical Center Author: Jeffrey Strawn, MD, University of Cincinnati Author: Laura Ramsey, PhD, Cincinnati Children's Hospital Medical Center Author: Judith Dexheimer, PhD, MBA, Cincinnati Children's Hospital

A Medication-Wide Association Study to Identify Drug Repurposing Candidates for Alzheimer’s Disease Speaker: Monika Grabowska, BS, Vanderbilt University Author: Wei-Qi Wei, MD, PhD, Vanderbilt University Medical Center

A natural language processing approach for detection of medication documentation quality issues Speaker: Julie Kim, PharmD, Veterans Affairs Author: Glenn Gobbel, DVM, PhD, MS, VA Tennessee Valley Healthcare System Author: Colleen Lewellyan, PharmD, MBA, BCPS, Veterans Affairs – MidSouth Healthcare Network

A Standard Operating Procedure for Concept Set Creation in the National COVID Cohort Collaborative Speaker: Eileen Keck, BS, Stony Brook University Author: Margaret Hall, MS, Emory University Author: Adit Anand, BS, Stony Brook University Author: Shreya Sinha, MS, Stony Brook University Author: Dipika Rana, MD, FAAP, Stony Brook Medicine Author: Tejas Patel, MD, Stony Brook University Author: Sigfried Gold, MFA MA, Johns Hopkins University Author: Rachel Wong, MD MPH MBA, Stony Brook University, School of Medicine Author: Harold Lehmann, MD PhD FACMI, Johns Hopkins University Author: Richard Moffitt, PhD, Emory University

A student-led Clinical Informatics Interest Group at Harvard Medical School: strategies, early successes, and future plans Speaker: Eliana Marostica, MBI, Harvard Medical School Author: Zhuo Shi, BA, Harvard Medical School Author: Kathryn Li, BA, Harvard Medical School Author: Katherine Young, MEng, Harvard Medical School Author: Sarah Wagner, BA, Harvard Medical School Author: Gha Young Lee, BA, Harvard Medical School Author: Ellen Kim, MD, Brigham & Women's Hospital

A Supervised Text Classification System Detects Fontan Patients in Electronic Records with Higher Accuracy than ICD Codes Speaker: Yuting Guo, MS, Emory University Author: Mohammed Al-Garadi, PhD, VUMC Author: Wendy M. Book, MD, Emory University Author: Lindsey Carrie Ivey, MPH, Emory University Author: Fred H. Rodriguez III, MD, Emory University Author: Cheryl Raskind-Hood, MPH, Emory University Author: Chad Robichaux, MPH, Emory University Author: Abeed Sarker, PhD, Emory University School of Medicine

Addressing Current Challenges in Care of Heart Failure with An Integrated Digital Solution : The Role for the Combined Use of Nursing Avatars, Digital Twins, and Biometric Devices Speaker: Nilmini Wickramasinghe, PhD, MBA, Swinburne University of Technology & Epworth HealthCare Author: Carlo M Govia, PhD Author: Ramona Wallace, PhD Author: James Powell, MD Author: Duane Wisk, MD Author: Melissa O'Connor, PhD Author: Stefan Gravenstein, MD, MPH, Warren Alpert Medical School of Brown University Author: Vijay Gehlot, PhD, Villanova University Author: ELLIOT SLOANE, PhD

All of Us – Network Ninja & REDCap Engagement Tracking Interface Speaker: Amanda Young, BS, University of Wisconsin - Madison Author: Brent Clark, BS, University of Wisconsin - Madison Author: Stephanie Krislov, BS, University of Wisconsin - Madison Speaker: Amy Siedschlag, MS, University of Wisconsin - Madison

An analytic approach to uncover the patient journey to diagnosis Author: Danai Aristeridou, MS Author: Saira Naim Haque Author: Konstantinos Spyridopoulos, BSc, Pfizer Author: Anastasia Karatzia, MSc, Pfizer Speaker: Mohammad Ateya, PharmD, MS, ACHIP, Pfizer Pharmaceuticals

An Automatic Compliance Analysis: Are Cancer Patients Receiving Appropriate Lifestyle Information During Clinical Visits? Speaker: Yujia Hou, M.S., University of North Carolina at Chapel Hill Author: Yujia Hou, M.S., University of North Carolina at Chapel Hill Author: Javed Mostafa, Ph.D., University of North Carolina Chapel Hill

An Electronic Medical Decision Support System to Facilitate the Clinical Use of High Sensitivity Troponin-based Myocardial Infarction Diagnosis Algorithms Speaker: Chien-Chang Lee, MD, ScD, National Taiwan University Hospital

An i2b2 Plugin for Installing Ontologies Speaker: Kevin Bui, Bachelor of Science Author: Michele Morris, Master of Science, University of Pittsburgh Author: Shyam Visweswaran, Doctor of Medicine,Doctor of Philosophy, University of Pittsburgh

Analysis of User Engagement with a Digital Decision Aid using Eye-Tracking Speaker: Lidan Zhang, Master in Information Technology, WORCESTER POLYTECHNIC INSTITUTE Author: Doaa Alrefaei, MS, Worcester Polytechnic Institute Author: Soussan Djamasbi, PhD, Worcester Polytechnic Institute Author: Gaayathri Sankar, MS, Worcester Polytechnic Institute Author: Carlie Flanagan, BS expected, Worcester Polytechnic Institute Author: Adam Kalayjian, BS expected, Worcester Polytechnic Institute Author: Connie Ge, BS, University of Massachusetts Chan Medical School Author: Shazeb Meraj, BS, University of Massachusetts Chan Medical School Author: Susanne Muehlschlegel, MD, MPH, University of Massachusetts Chan Medical School Author: Bengisu Tulu, PhD, Worcester Polytechnic Institute

Applying Informatics in the Field of Attention Deficit Hyperactivity Disorder (ADHD): A Scoping Review Author: Danny Wu, PhD, University of Cincinnati College of Medicine Speaker: Elyse Ku, BA, University of Cincinnati College of Medicine Speaker: Gargi Rajput, BS(c), University of Cincinnati Department of Biomedical Informatics Author: Abraham Kim, PhD, University of Cincinnnati

Arbitrary Choices Matter: A Case of Cohort Selection in N3C Speaker: Sai Vinnakota, Bachelor of Engineering, George Mason University Author: Atefehsadat Haghighathoseini, George Mason University Author: Janusz Wojtusiak, PhD, George Mason University

Assessing Racial Bias in Clinical Prediction for Urinary Tract Infections Speaker: Joshua Anderson, MS, University of Pittsburgh Author: Nader Shaikh, MD, MPH, University of Pittsburgh Author: Shyam Visweswaran, Doctor of Medicine,Doctor of Philosophy, University of Pittsburgh

Assessing the Quality of Uncertainty Calibration Author: Katherine Brown, MSN, RN, Brown University Author: Steven Talbert, PhD, University of Central Florida Speaker: Douglas Talbert, PhD, Tennessee Tech University

Assessing the Usability of the SHARE-NW Dashboard—A Health Equity Tool for Rural Public Health Author: Elizabeth Heitkemper, PhD, RN, The University of Texas at Austin Author: Scott Hulse, MD, MS, MPH, MS, Uniformed Services University of the Health Sciences Author: Betty Bekemeier, PhD, RN, FAAN, University of Washington Speaker: Anne Turner, MD, MLIS, MPH, FACMI, University of Washington

Assessment of a Machine Learning Early Warning Model in Medical and Surgical Inpatients Author: Anne Meehan, MD, PhD, Mayo Clinic Author: Marcia Core Author: Parvez Rahman, MHI, Mayo Clinic Author: Jared Ross Author: Hojjat Salehinejad Author: Bijan Borah Speaker: Pedro Caraballo, MD, Mayo Clinic

Association of Primary Care Physicians’ Message Volume with Patients’ Likelihood to Recommend the Physician Speaker: Lisa Rotenstein, MD MBA, Brigham and Women's Hospital/ Harvard Medical School Author: Edward Melnick, MD, MHS, Yale Schools of Medicine and Public Health Author: Huan Li, MHSI, Yale School of Medicine Author: Molly Jeffery, PhD, Mayo Clinic Author: Jianyi Zhang, PhD, Brigham and Women's Hospital Author: Richard Gitomer, MD MBA, Brigham and Women's Hospital Author: David Bates, MD, Brigham and Women's Hospital

Association of Screening MRI Features with Development of Future Breast Cancer Speaker: Wesley Surento, M.S, University of Washington Author: Anum S. Kazerouni, PhD, University of Washington Author: Daniel S. Hippe, M.S Author: Debosmita Biswas, M.S, University of Washington Author: Michael Hirano, M.S, University of Washington Author: John H. Gennari, PhD, University of Washington Author: Habib Rahbar, MD, University of Washington Author: Savannah C. Partridge, PhD, University of Washington

Associations Between Country-Level Policy Intensities and COVID-19 Transmission: Retrospective Analysis of 137 Countries Speaker: Andrew Liu, BA, University of California, San Francisco

AsthmaGraph – A Knowledge Graph and Machine Learning Framework for Target Discovery and Prioritization in Asthma Author: Franck Rapaport Speaker: Travis Ahn-Horst Author: Pavel Terentiev, PhD, Sanofi Author: Mario Pandolfi Author: Hamid Mattoo Author: Yannis Hara Author: Emanuele de Rinaldis, PhD, Sanofi Author: Khader Shameer

Automated Extraction of Social Determinants of Heath (SDoH) from Electronic Health Records Speaker: Andrew Stevens, MS, Georgia Institute of Technology Author: Richard Boyd, PhD, Georgia Tech Research Institute

Automated mapping of OUD resources using hyperlink network analysis Author: David Chen, BMSc, University of Toronto, Temerty Faculty of Medicine Author: Kameron Black, DO, MPH, Oregon Health & Science University Author: Paul Chong, BS, Campbell University School of Osteopathic Medicine Author: Jonathan Gale, BSc, Rocky Vista University College of Osteopathic Medicine Speaker: Shuhan He, MD, Massachusetts General Hospital Department of Emergency Medicine

Automatically Identifying Event Reports of Workplace Violence and Psychological Safety using Natural Language Processing Speaker: Danielle Mowery, PhD, MS, MS, FAMIA, Institute for Biomedical Informatics, University of Pennsylvania

Barriers and Facilitators of Genetics Clinical Decision Support: A Systematic Review Speaker: Darren Johnson, BS, MA, Geisinger Medical Center Author: Marc Williams, Dr, Geisinger Author: Guilherme Del Fiol, Dr, University of Utah

Bridging the Gap Between Community, Academia, and Industry to Understand the Utility of an AI-Powered Dermatology Tool Among Everyday Users Speaker: Rory Sayres, PhD, Google Author: Grace Hong, BA, Stanford Healthcare AI Applied Research Team Author: Rajeev Rikhye, PhD, Google Author: Steven Lin, Stanford University School of Medicine

But Her Emails: COVID Exacerbated the Gender Disparity in Physician Electronic Health Record Inbox Burden Author: Lisa Rotenstein, MD MBA, Brigham and Women's Hospital/ Harvard Medical School Speaker: A J Holmgren, PhD, University of California, San Francisco

Causal Inference of Positive Airway Pressure Utilization on Cardiovascular Incidence and Mortality Speaker: Diego Mazzotti, PhD, University of Kansas Medical Center Author: Lemuel Waitman, PHD, University of Missouri Author: David Gozal, MD, PhD, University of Missouri Author: Xing Song, PhD, University of Missouri

desiderata Speaker: Yenling Ho, MPH, Centers for Disease Control and Prevention Author: Sheila Abner, PhD, Centers for Disease Control and Prevention Author: Yasemin Kaynas Author: Shaun Shakib, PhD, Clinical Architecture Author: Caroline Macumber, MS, Clinical Architecture Author: Shuai Zheng, PhD, Centers for Disease Control & Prevention Author: Austin Kreisler Author: Andrea L. Benin, MD

Challenges in translating CDS across institutions: Use case with NPO times Speaker: Sarah Thompson, RN, BSN, MSHMI, Children's Healthcare of Atlanta Author: Swaminathan Kandaswamy, PhD, Emory University School of Medicine Author: Mariah Burch, MD, Emory University Author: Justin Long, MD, Children's Healthcare of Atlanta Author: Allison McCoy, PhD, ACHIP, Vanderbilt University Medical Center Author: Evan Orenstein, MD, Childrenís Healthcare of Atlanta

Classification of Fall Types in Parkinson Disease From Self-report Data Using Natural Language Processing Speaker: Jeanne Powell, MA, Emory University Author: Yuting Guo, MS, Emory University Author: Abeed Sarker, PhD, Emory University School of Medicine Author: J. Lucas McKay, PhD, MSCR, Emory University

Clinical Decision Support to Improve Emergency Department Prescription Drug Monitoring Program Utilization Speaker: Jason Hoppe, DO, University of Colorado SOM Author: Katy Trinkley, PharmD, PhD, University of Colorado

Clinical Text De-identification with a Free and Open-Source Tool (CliniDeID) Speaker: Stéphane Meystre, Md, PhD, FACMI, FIAHSI, FAMIA, OnePlanet Research Center Author: Paul Heider, PhD, Medical University of South Carolina

Co-Designing and Piloting a Text-Based Program to Support Clinician Well-Being at a Canadian Mental Health Hospital Speaker: Iman Kassam, MHI, Centre for Addiction and Mental Health (CAMH) Author: Jessica Kemp, BSc, MHI, Centre for Addiction and Mental Health (CAMH) Author: Jori Jones, MSW, RSW Author: Rabia Khokhar, MScOT Author: Patti Socha, MSW, RSW Author: Matthew Tsuda, MScOT Author: Gillian Strudwick, PhD, Centre for Addiction and Mental Health

Comparing Generic and In-Domain Large Language Model Vocabulary Coverage on Clinical Text Speaker: Bryan Steitz, PhD, Vanderbilt University Medical Center Author: Adam Wright, PhD, Vanderbilt University Medical Center

Consistent perceptions of infographics across heterogeneous Latino groups Speaker: Samantha Stonbraker, PhD, MPH, RN, University of Colorado Anschutz Medical Campus Author: Stefanie Mayorga, BA, University of Colorado College of Nursing Author: Yazmina Espiritusanto Castro, BA, Clínica de Familia La Romana Author: Pamela Baez Caraballo, MD, MSc, Clínica de Familia La Romana Author: Gabriella Sanabria, MEd, University of South Florida College of Public Health Author: Maureen George, PhD, RN, AE-C, Columbia University School of Nursing Author: Rebecca Schnall, PhD, MPH, RN-BC, Columbia University School of Nursing Author: Suzanne Bakken, PhD, RN, FAAN, FACMI, Columbia University Author: Adriana Arcia, PhD, RN, FAAN, University of San Diego

Contextual Date Resolution in Clinical Notes Author: Hannah Eyre, MS, US Department of Veterans Affairs Speaker: Annie Bowles, MS, VHA Salt Lake City Health Care System

Creation of a Style Guide for Healthcare Software Applications Development Author: Fangyu Zhou, MDes, University of Illinois Urbana-Champaign Speaker: Jessica Saw, MD, PhD, University of Illinois Urbana-Champaign Author: Matthew Berry, MS, University of Illinois Urbana-Champaign Author: Stephen Saliba, MBA, Mayo Clinic Author: Ramon Gonzalez, BS, Mayo Clinic Author: Benjamin Elgin, BS, Mayo Clinic Author: Eric Winter, MS, Mayo Clinic Author: Douglas VanCuyk, MBA, Mayo Clinic Author: Molly Hein, BS, Mayo Clinic Author: Deanna (Dee) Feighner, BS, Mayo Clinic Author: Victoria Guenther, BS, MB (ASCP), Mayo Clinic Author: Sarah Sneen, BA, Mayo Clinic Author: Lisa Gatzke, BA, BFA, University of Illinois Urbana-Champaign

DAPHNE-An Artificial intelligence-based embodied conversational agent to identify social needs and provide personalized resources for families from at-risk neighborhoods Speaker: Emre Sezgin, Center for Biobehavioral Health, Nationwide Children's Hospital / The Ohio State University College of Medicine Author: Millie Dolce Author: Yungui Huang Author: Micah Skeens Author: Kelly Kelleher Author: Lisa Militello Author: Huan Sun Author: Jack Stevens

Data Analytics for Absolute Beginners: A Teaching Evaluation Speaker: Susan Fenton, ACHIP, FAMIA, UTHealth Science Center Houston Author: Constance Johnson, RN, FAAN, University of Texas Health Science Center at Houston Author: Stanley Cron

Data and Analytic Architecture of a State-Wide Learning Health Collaborative: The Minnesota Electronic Health Record Consortium Experience Speaker: Steve Johnson Author: Peter Bodurtha, MPP, Health, Homelessness, and Criminal Justice Lab, Hennepin Healthcare Research Institute Author: R Adams Dudley, MD, Institute for Health Informatics (IHI), University of Minnesota Author: Deran McKeen, BS, HealthPartners Institute Author: Sam Patnoe, MPH, HealthPartners Institute Author: Nayanjot Kaur Rai, MPH, University of Minnesota Author: Stephen Waring, PhD, Essentia Health/Essentia Institute of Rural Health Author: Tyler Winkelman, MD, 2Health, Homelessness, and Criminal Justice Lab, Hennepin Healthcare Research Institute Author: Paul Drawz, MD, University of Minnesota

Data augmentation via UMLS for few-shot named entity recognition in medical texts Speaker: Yao Ge, MS, Emory University Author: Sudeshna Das, MTech, Emory University Author: Abeed Sarker, PhD, Emory University School of Medicine

Data Governance for Sharing and Access to Real-World Data at University of Iowa Healthcare, a Case Study Speaker: Heath Davis, MS, FAMIA, University of Iowa, Carver College of Medicine Author: Diva Perez, BA, RT, University of Iowa Author: Ash Hoberg, BA, University of Iowa Speaker: Boyd Knosp, MS, FAMIA, The University of Iowa Carver College of Medicine

Deep Learning and Latent Diffusion Models for Blood Pressure Prediction Speaker: Jiancheng Ye, PhD, Northwestern University Feinberg School of Medicine

Deep Learning and Natural Language Processing Methods for Characterizing Pediatric Falls Events Speaker: Farzana Islam Adiba, MS, University of Florida Author: Elise Omaki, MHS, Johns Hopkins University Speaker: Kimia Zandbiglari, M.Sc., University of Florida Author: Wendy C. Shields, PhD, MPH, Johns Hopkins University Author: Andrea Gielen, ScD, ScM, Johns Hopkins University Author: Masoud Rouhizadeh, MA, MS, PhD, University of Florida

Deep Learning to Recommend Proper Diagnostic Follow-Up of ED Patients with Incidental Lung Nodules Speaker: Leo Qian, N/A, Lexington High School Author: Christoph Wald, PhD, MD, Lahey Hospital Author: Ranjith Tellis, PhD, Philips

Defining, Characterizing, and Predicting Endometriosis Flare-Ups through Machine Learning with Patient-Generated Data Speaker: Jessica Blumberg, Student, Columbia University Department of Biomedical Informatics Author: Adrienne Pichon, MPH, MPhil, Columbia University, Department of Biomedical Informatics Author: Noemie Elhadad, PhD, Columbia University Irving Medical Center

DeiDoc: Automatic De-identification of Notes Using Long-Document Transformers Author: Kenan Alkiek, M.S., The University of Michigan Speaker: Dalton Simancek, BA, MS, University of Michigan Author: Jiaye Tan, N/A, The University of Michigan Author: Noah Weissman, N/A, The University of Michigan Author: Jane Ferraro, MPP, The University of Michigan Author: V.G.Vinod Vydiswaran, PhD, University of Michigan

Demonstrating How Data Filtering Methods Affect Outcome Analysis Results Author: Eunyoung Im Author: Jinsol Kim, RN, Seoul National University Speaker: Hyeoneui Kim, PhD, MPH, RN, Seoul National University College of Nursing Author: Jinsun Jung

Deploying transformers for redaction of text from electronic health records in real world healthcare Author: Zeljko Kraljevic, Msc Speaker: Anthony Shek, PhD Speaker: Joshua Au Yeung, MRCP MBBS MRes, Guy's and St Thomas' Hospital Author: Ewart Sheldon Author: Mohammad Al-Agil, Senior Developer Analyst Author: Haris Shuaib, Msc Author: Bai Xi, Researcher Author: Kawsar Noor, Software Developer Author: Anoop Shah, Clinical Lecturer and Consultant Clinical Pharmacologist Author: Richard Dobson, PhD, King's College London/University College London Author: James Teo, MD, PhD

Deriving a Point Scoring Index for Suicide Attempt Prediction Based on Youth Depression Screenings in a Tertiary Care Children’s Hospital Speaker: Victor Ruiz, PhD, Children's Hospital of Philadelphia Author: Neal Ryan, MD, University of Pittsburgh Author: Nadine Melhem, PhD, University of Pittsburgh Author: Jami Young, PhD, The Children's Hospital of Philadelphia Author: Molly Davis, PhD, The Children's Hospital of Philadelphia Author: David Brent, MD, University of Pittsburgh Author: Fuchiang (Rich) Tsui, PhD, Children's Hospital of Philadelphia and University of Pennsylvania

Detecting Disease Progression in Amyotrophic Lateral Sclerosis with Wearable Sensors in a Free Living Environment Speaker: Gordon Jewett, MD, University of Calgary Author: Lawrence Korngut, MD, MSc, University of Calgary Author: Joon Lee, PhD, University of Calgary

Developing a Data Lakes Governance Model at a State Public Health Agency Speaker: Sripriya Rajamani, MBBS, PhD, MPH, FAMIA, None Author: Steve Gorg, MS, PE, Minnesota Department of Health Author: Andrew Will-holmberg, BS, Minnesota Department of Health Author: Derek Lee, MS, Minnesota Department of Health Author: Chris Brueske, BS, Minnesota Department of Health Author: Sarah Solarz, MPH, Minnesota Department of Health Author: Aasa Dahlberg Schmit, BS, HLN

Developing a De-identification Pipeline for Korean Clinical Notes Speaker: Jinsol Kim, RN, Seoul National University Author: Hyeoneui Kim, PhD, MPH, RN, Seoul National University College of Nursing

Developing a Machine Learning Model to Predict 30-day Readmissions in Neurological Intensive Care Unit (NSICU) Author: Danny Wu, PhD, University of Cincinnati College of Medicine Speaker: Andy Gao, BS(c), University of Cincinnati College of Medicine Author: TZU-CHUN WU, PhD, University of Cincinnati College of Medicine Moderator: Catherine Xu, University of Cincinnati Department of Biomedical Informatics

Developing a new i2b2 user interface for query and analysis of clinical data Speaker: Nicholas Benik, . Author: Marc Ciriello, ., Harvard Catalyst Author: Diane Keogh, ., Harvard Medical School Author: Jeffrey Klann, PhD, Harvard Medical School Author: Anupama Maram, ., Harvard Medical School Author: Mike Mendis, ., Mass General Brigham Author: Shawn Murphy, MD, Ph.D., Massachusetts General Hospital Author: Marc-Danie Nazaire, ., Harvard Medical School Author: Griffin Weber, MD, PhD, Harvard Medical School

Developing and Validating a Multivariable Lung Cancer Risk Prediction Model that identifies High-Risk Smokers in Electronic Health Records: ECLS and UK Biobank. Speaker: Lamorna Brown, MA, MSc, MSc, University of St Andrews

Developing Deep Neural Networks for Personalized Matching of Researcher Biosketches to Funder Requests for Proposals Speaker: Sifei Han, PhD, Children's Hospital of Philadelphia

Developing Modular and Reusable FHIR® Trainings for IDeA State Institutions Speaker: Steve Tsang, Ph.D., National Institutes of Health Author: Max Masnick, Ph.D., The MITRE Corporation Author: Nicole Persing, Ph.D., The MITRE Corporation Author: Snipta Mallick, B.S., National Institutes of Health Author: Belinda Seto, Ph.D., National Institutes of Health

Developing Motivational Messages for Precision Feedback in Anesthesia Care Speaker: Yidan Cao, MS, MPP, University of Michigan Medical School Author: Anjana Deep Renji, MBA, University of Michigan Author: Astrid Fishstrom, LMSW, University of Michigan Medical School Author: Hana Chung, BS, University of Michigan School of Information Author: Allen Flynn, PhD, PharmD, University of Michigan Author: Allison Janda, MD, University of Michigan Author: Nirav Shah, MD, University of Michigan Medical School Author: Zach Landis-Lewis, PhD, MLIS, University of Michigan

Development and validation of a natural language processing algorithm for extracting preoperative cannabis use status information from unstructured narrative clinical notes Speaker: Ruba Sajdeya, MD, University of Florida Author: Chen Bai, MSc, University of Florida Author: Sebastian Jugl, BPharm, University of Florida Author: Ronald Ison, MS, PMP Author: Mamoun Mardini, PhD, University of Florida Author: Patrick Tighe, MD, MS, University of Florida Author: Kimia Zandbiglari, M.Sc., University of Florida Author: Hanzhi Gao, PhD, MS, University of Florida Author: Almut Winterstein, RPh, PhD, FISPE, University of Florida Author: Thomas Pearson, MD, MPH, PhD, University of Florida Author: Robert Cook, MD, MPH, University of Florida Author: Masoud Rouhizadeh, MA, MS, PhD, University of Florida

Development and validation of Machine Learning Algorithms for Predicting Personalized Red Blood Cell Demand among Patients with Thoracic Surgery and App Development Speaker: Sujeong Hur, MS, AvoMD Korea

Development and Validation of Machine Learning and Deep Learning Models for Mpox in a Learning Health System Speaker: Harry Reyes Nieva, MAS, MA, Columbia University Author: Emma Tucker, BS, Columbia University Author: Jacob McLean, DO, Columbia University Irving Medical Center Author: Claire DeLaurentis, MD, Columbia University Irving Medical Center Author: Shauna Gunaratne, MD, Columbia University Irving Medical Center Author: Noemie Elhadad, PhD, Columbia University Irving Medical Center Author: Jason Zucker, MD, MS, Columbia University Irving Medical Center

Development of a Multi-variate Time Series Data Set for Reportable Cancer Recurrence (MVTS-CanRecur) Speaker: John Osborne, PhD, University of Alabama at Birmingham Author: Sarah Fittro, MD Author: Gaurav Goyal, MD Author: Chris Coffee, BS

Development of a Novel Tool for Finding and Comparing Clinical Value Sets Speaker: Adam Wright, PhD, Vanderbilt University Medical Center Author: Aileen Wright, MD, MS, Vanderbilt Author: David Rubins, MD, MassGeneral Brigham Author: Dean Sittig, PhD, UTHealth Health Science Center at Houston

Development of a vendor-independent data collection system using FHIR-based form system for intractable diseases and cancers in Japan. Speaker: Hiroyuki Hoshimoto, M.Sc, National Center for Global Health and Medicine, Japan Author: Masamichi Ishii, PH.D, National Center for Global Health and Medicine, Japan Author: Kengo Miyo, Ph.D. RNS, National Center for Global Health and Medicine, Japan

Development of an Electronic Clinical Quality Measure (eCQM) to Report Timely Follow-up on Abnormal Stool-based Tests for Colorectal Cancer Screening: Specifications and Preliminary Rates Speaker: Ania Syrowatka, PhD, Brigham and Women's Hospital/Harvard Medical School Author: Marlika Marceau, BA, Mass General Brigham Author: Michael Sainlaire, MS, Brigham and Women's Health Author: Angela Rui, MA, Brigham and Women's Hospital Author: Tien Thai, BS, Brigham and Women's Health Author: Catherine Yoon, MS, Brigham and Women's Hospital Author: Lipika Samal, M.D., M.P.H., Brigham and Women's Hospital Author: Li Zhou, MD, Ph.D., Brigham and Women’s Hospital Author: Stuart Lipsitz, ScD, Brigham and Women's Hospital Author: David Bates, MD, Brigham and Women's Hospital Author: Patricia Dykes, PhD, MA, RN, FAAN, FACMI, Brigham and Women's Hospital

Diet Factorization Net: efficient model parameterization for high dimensional genomics data to predict brain imaging trait of Alzheimer's disease Speaker: Shu Yang, PhD, University of Pennsylvania Author: Jiahang Sha Author: Jeffrey Qu Author: Xinkai Wang, BS Author: Yanbo Feng, BS Author: Dokyoon Kim, PhD, University of Pennsylvania Author: Christos Davatzikos, PhD, University of Pennsylvania Author: Li Shen, PhD, University of Pennsylvania

Differences In Predictors Of Cesarean Sections For Foreign-Born vs US-Born Mexican American Women Using A Machine Learning Approach Speaker: Dominique DuBois, MS, CNM, University of Arkansas for Medical Sciences

Discordances in Head and Neck Cancer Staging Data Capture. Speaker: Vivian Salama, MD., MS., University of Texas, MD Anderson Cancer Center, Houston, Texas, USA

Disparities in Hospital Readmissions and Prediction Fairness Speaker: HUAN-JU SHIH, PhD in progress, George Mason University Author: Janusz Wojtusiak, PhD, George Mason University

Disparities in Test Result Viewership in the Age of Open Results Speaker: Kevin Guo, ScB, Vanderbilt University School of Medicine Author: Thomas Reese, PharmD, PhD, Department of Biomedical Informatics, Vanderbilt University Author: S. Trent Rosenbloom, MD, MPH, Vanderbilt University Medical Center Dept of Biomedical Informatics Author: Bryan Steitz, PhD, Vanderbilt University Medical Center

Educational Topic Discovery through EHR Data Analysis Speaker: John Huber, MS, University of Cincinnati Department of Biomedical Informatics Author: Laura Brown, PhD Author: Christopher Dandoy, MD, MS Author: Judith Dexheimer, PhD, MBA, Cincinnati Children's Hospital

EHR-Based Dashboard for Optimization of Surgical Resident Workflows Speaker: Parker Evans, MD, Vanderbilt University Medical Center Author: Chetan Aher, MD FACS, Vanderbilt University Medical Center Author: Scott Nelson, PharmD, MS, CPHIMS, FAMIA, ACHIP, Vanderbilt University Medical Center Author: Adam Wright, PhD, Vanderbilt University Medical Center

Empirical Calibration of Antidepressant Safety Risk in Observational Electronic Health Record Data Speaker: Barrett Jones, M.S., Vanderbilt University

Empirically derived taxonomy of distributed clinical decision support malfunctions Speaker: Jeritt Thayer, M.S., The Children's Hospital of Philadelphia Author: Amy Franklin, PhD, The University of Texas Health Science Center - Houston Author: Robert Grundmeier, M.D., None Author: Deevakar Rogith, MBBS, PhD, University of Texas Health Science Center at Houston Author: Adam Wright, PhD, Vanderbilt University Medical Center

Empowering Justice, Equity, Diversity and Inclusion (JEDI) through ‘5’ Core Clinical Informatics Electronic Health Record Domains Speaker: Amy Sitapati, MD, UC San Diego

Enabling Exploratory Analysis of Patient Data using an Automatically Generated Jupyter Notebook Speaker: Fernando Sanz Vidorreta, BS, UCLA-Health Author: Douglas Bell, MD, PhD, UCLA Health - David Geffen School of Medicine Author: Cenan Pirani, PhD, University of California, Los Angeles

Enabling Precision Medicine: Considerations when Implementing Pharmacogenomics Clinical Decision Support Speaker: Kenneth Leung, MD, UC Irvine Health

Enabling Rapid Application and Management of Knowledge in Learning Health Systems: The Computable Biomedical Knowledge Metadata Model (CBK-MM) Project Speaker: Joshua Richardson, PhD, MS, MLIS, RTI International Author: Davide Sottara, Mayo Clinic Author: Christina Eldredge, MD, PhD, University of South Florida Author: Rachel Richesson, PhD, MS, MPH, University of Michigan Medical School Author: Jamie McCusker, PhD, Rensselaer Polytechnic Institute

Enabling Technologies for Rapid Learning Health Systems with the Molecular Oncology Almanac (MOAlmanac) Speaker: Theodore Feldman, PhD, VA Boston Healthcare System Author: Brendan Reardon, B.S., Dana Farber Cancer Institute Author: Paul Marcantonio, B.S., VA Boston Healthcare System Author: Danne Elbers, Ph.D., VA Boston CSP / MAVERIC Author: Nathanael Fillmore, PhD, VA Boston Healthcare System Author: Eliezer Van Allen, M.D., Dana-Farber Cancer Institute Author: Michael Kelley, M.D., Durham VA Medical Center Author: Mary Brophy, M.D., M.P.H., VA Boston Healthcare System Author: Nhan Do, M.D., M.S., VA Boston Healthcare System

Engaging Clinical Informatics Audiences at an Academic Medical Center Speaker: Elise Russo, MPH, Vanderbilt University Medical Center Author: Allison McCoy, PhD, ACHIP, Vanderbilt University Medical Center Author: Laura Zahn, MS, Vanderbilt University Medical Center Author: Adam Wright, PhD, Vanderbilt University Medical Center

Evaluating a design challenge activity for biomedical informatics summer interns Speaker: Robert Becker, MS, Department of Biomedical Informatics, Vanderbilt University Author: Michelle Gomez, MS, Vanderbilt University Author: Kim Unertl, PhD, Vanderbilt University Medical Center

Evaluating SARS-CoV-2 Infection Following Immunization: A Pediatric Cohort Study from the RECOVER Initiative Speaker: Kathryn Hirabayashi, MPH, Children's Hospital of Philadelphia Author: Hanieh Razzaghi, MPH, Children's Hospital of Philadelphia

Evaluating the Performance of ChatGPT on Clinical Abbreviation Disambiguation: A Preliminary Study Speaker: Vipina K. Keloth, PhD, Yale University

Evaluation of a 12-Month Virtual Sepsis-Surveillance Pilot Program in a 180-Bed Community Hospital Speaker: Jeffrey Bergman, MSc, BS, Ochsner Health

Evaluation of Mass General Brigham’s Digital Analytic Patient Reviewer (DAPR) Author: Heekyong Park, PhD, Mass General Brigham Speaker: Taowei Wang, PhD, Mass General Brigham Author: Nich Wattanasin, MS, Mass General Brigham Author: Victor Castro, MS, Mass General Brigham Author: Vivian Gainer, MS, Massachusetts General Hospital Author: Shawn Murphy, MD, Ph.D., Massachusetts General Hospital

Evaluation of the Quality of Online Health Information for Ovarian Cancer Speaker: Youjia Wang, BSN, RN, University of Pittsburgh School of Nursing Author: Mary Lou Klem, PhD, MLIS Author: Zhimeng Luo, MS, University of Pittsburgh Author: Jeong Eun Kim, BSN, RN, University of Pittsburgh School of Nursing Author: Heidi Donovan, PhD, RN Author: Young Ji Lee, PhD, MS, RN

Evaluation of Wrong Patient Errors: A Pilot Study Across Three UK Hospital Trusts Speaker: Sarah Wilson, Msc, Bsc, Newcastle university Author: Clare Tolley, PhD, MRPharmS, FFCI, Newcastle University Author: Yogini Jani, PhD, University College London Author: Gladys Habu, ., University College London Author: Andrew Heed, BPharm, Newcastle upon Tyne Hospitals NHS Foundation Trust Author: Jason Adelman, MD MS, Columbia University Irving Medical Center/NewYork-Presbyterian Author: Sarah Slight, PhD, Newcastle University Author: Andy Fox

Exploring Sleep Patterns of Pre-med Students and Developing Sleep Data Visualizations Author: Danny Wu, PhD, University of Cincinnati College of Medicine Speaker: Gargi Rajput, BS(c), University of Cincinnati Department of Biomedical Informatics Speaker: Andy Gao, BS(c), University of Cincinnati College of Medicine Author: TZU-CHUN WU, PhD, University of Cincinnati College of Medicine

Exploring the relationship between emotions and medication errors among Physicians: A text mining analysis approach Speaker: Akiko Shibuya, Ph.D., Nihon University School of Medicine Author: Rie Ichikawa, Ph.D., Nihon University School of Medicine Author: Yukihiro Maeda, Ph.D., Nihon University School of Medicine Author: Yoshiaki Kondo, Ph.D., Nihon University School of Medicine

Extending the Use of Time Series Clustering to Detect Emergency Department Shifts from Electronic Health Record Audit Logs to Physicians Speaker: Amanda Moy, MPhil, MPH, MA, Columbia University Department of Biomedical Informatics Author: Eugene Kim, MD, Boston Children's Hospital Author: Kenrick Cato, PhD, CPHIMS, FAAN, University of Pennsylvania/Children’s Hospital of Philadelphia Author: Nicholas Tatonetti, PhD, Cedars-Sinai Medical Center Author: Jennifer Withall, PhD, RN, Columbia University Department of Biomedical Informatics Author: Sarah Rossetti, PhD, RN, Columbia University Department of Biomedical Informatics

External Validation of Computational Barthel Index: Why Accuracy Drops? Speaker: Lemba Priscille Ngana, Master of Public Health (MPH), George Mason University Author: Janusz Wojtusiak, PhD, George Mason University

Extracting smoking status from Lung Cancer patients using Natural Language Processing (NLP) in real world electronic health records (EHR) Speaker: Joshua Au Yeung, MRCP MBBS MRes, Guy's and St Thomas' Hospital Author: Charalampos Gousis, MRCP, Guys and St Thomas NHS hospital Trust Author: Anthony Shek, PhD Author: Harriet McGrath, MRCP, Guy’s and St Thomas’ NHS Foundation Trust Author: Georgios Douganiotis Author: Eleni Josephides Author: Alexandros Georgiou, Consultant in Medical Oncology Author: James Teo, MD, PhD

Factors Associated with Patient-Reported Outcome Completion in a Randomized Controlled Trial of a Telehealth Intervention among Older Adults with Heart Failure Speaker: Leah Shafran Topaz, BPT, MSc, Weill Cornell Medicine Author: Jacky Choi, MPH Author: Brock Daniels, MD, MPH1, Weill Cornell Medicine / NewYork Presbyterian Hospital Author: Ruth Masterson Creber, PhD, MSc, RN, Weill Cornell Medicine Author: Meghan Reading Turchioe

Feasibility of Embedding NASA-TLX within Immersive Virtual Reality Author: Allyson Ferguson, BS, National Institutes of Health Speaker: Will Thompson

Federated Data Platform for Rare Congenital Conditions registry: supporting the International Arthrogryposis Multiplex Congenita Consortium Speaker: Tony Pan, PhD, Emory University

FHIR Genomics Sandbox: What It Really Takes to Create a FHIR Application Development and Testing Environment Speaker: Aly Khalifa, Ph.D., Mayo Clinic Author: Xianfeng Chen, Ph.D., Mayo Clinic Author: Robert Freimuth, PhD, Mayo Clinic

Flexible data model for multi-language questionnaires Speaker: Olga Patterson, PHD, Verily Author: Wayne Shea, MS, Verily Life Sciences Author: David Burdick, BS, Verily Life Sciences

Following the Money in Healthcare: A Network Analysis Study of the Investment Pattern Changes Pre- to Intra-COVID-19 Speaker: Marco Barbero Mota, BSc, MRes, Vanderbilt University Medical Center Author: Yubo Feng, MS Author: Michelle Gomez, MS, Vanderbilt University Author: Kaitlin Williamson, MD Author: You Chen, PhD, Vanderbilt University

Fostering the Translation of AI to the Clinic by Building a Physiological Data Streaming System Speaker: Dmytro Lopushanskyy, Student at the University of Toronto and Ukrainian Catholic University, The Hospital for Sick Children

Health Equity In Remote Monitoring for COVID-19 in Oncology Author: Allison Lipitz Snyderman, PhD, Memorial Sloan Kettering Author: Olga Strachna, PhD, Memorial Sloan Kettering Author: Zoe Spiegelhoff, MS, Memorial Sloan Kettering Cancer Center Author: SUSAN CHIMONAS, PhD, Memorial Sloan Kettering Cancer Center Author: Jericho Garcia, RN, Memorial Sloan Kettering Author: Robert Daly, MD, Memorial Sloan Kettering Author: Mark Robson, MD, Memorial Sloan Kettering Author: Gilad Kuperman, MD PhD, Memorial Sloan Kettering Cancer Center Speaker: Fernanda Polubriaginof, MD PhD, Memorial Sloan Kettering Cancer Center

Health Information Technology Adoption and Utilization in Behavioral Health Settings Speaker: Rebecca McGavin, M.S., RTI Author: Michelle Dougherty, MA, RHIA, RTI

How Do Providers Document Patient Experiences of Racism? Speaker: Yasemin Akdas, PhD MPH, Vanderbilt University Medical Center Author: Laurie Novak, PhD, Vanderbilt University Medical Center Dept of Biomedical Informatics

Identifying a First-Contact Provider for Admitted Patients Author: David Lin, MD, NYU Langone Health Speaker: Jonah Feldman, MD, NYU Langone Health System

Identifying Cohorts in All of Us Research Program to Perform Comparable Nested and Early Disease Detection Studies Speaker: Lina Sulieman, PhD, Vanderbilt University Author: Paul Harris, PhD, Vanderbilt University Author: Geoffrey Ginsburg, MD,PhD, All of Us Research Program

Identifying Confounders for Depression and Different Forms of Dementia Author: Israel Dilan-Pantojas, B.S., University of Pittsburgh Speaker: Scott Malec, PhD, University of New Mexico

Identifying EHR Tasks and Inactivity Using Computer Vision Speaker: Liem Nguyen, BS Candidate, Stanford University School of Medicine Author: Amrita Sinha, MD, Stanford University Author: Adam Dziorny, MD, PhD, University of Rochester, School of Medicine and Dentistry Author: Daniel Tawfik, MD, MS, Stanford University School of Medicine

Identifying Medications for Inflammatory Bowel Disease from Unstructured Data using Knowledge Graphs and UMLS Vocabularies Speaker: Joao Bettencourt-Silva, PhD, IBM Research Author: Natasha Mulligan, MSc Author: Alberto Purpura, PhD, IBM Research Europe Author: Tesfaye Yadete Author: Kingsley Njoku Author: Uri Kartoun, PhD FAMIA, IBM Research Author: Vibha Anand, PhD, IBM Research Author: Eileen Koski, MPhil, FAMIA, IBM Research Author: Julia Liu Author: Thaddeus Stappenbeck

Imaging Exam Protocol Tools: Adapting the EHR to the Radiology Workflow Speaker: Julie Bauml, M.D., None Author: Lindsey Johnstone, MD, Vanderbilt University Medical Center Author: Kate Frederick-Dyer, MD, Vanderbilt University Medical Center Author: Leonard Gorman, B.S., Vanderbilt University Medical Center

Impact of switching from interruptive to high-visibility decision support alerts in an ambulatory EHR Author: Kelsey Schweiberger, MD MS, University of Pittsburgh School of Medicine Author: Gary Fischer, MD, University of Pittsburgh School of Medicine Speaker: Jonathan Arnold, MD MS MSE, University of Pittsburgh

Implementable Prediction for Hospital-Acquired Pressure Injuries Speaker: Thomas Reese, PharmD, PhD, Department of Biomedical Informatics, Vanderbilt University Author: Henry Domenico, MS, Vanderbilt University Medical Center Author: Antonio Hernandez, MD, MSCI, Vanderbilt University Medical Center Author: Daniel Byrne, MS, Vanderbilt University Medical Center Author: Elise Russo, MPH, Vanderbilt University Medical Center Author: Brian Douthit, PhD, RN-BC, Department of Biomedical Informatics, Vanderbilt University Author: Jessica Williams, RN, Vanderbilt University Medical Center Author: Sonya Moore, RN, Vanderbilt University Medical Center Author: Adam Wright, PhD, Vanderbilt University Medical Center Author: Allison McCoy, PhD, ACHIP, Vanderbilt University Medical Center

Implementation of a CDS Tool for Facilitating Medication-Assisted Treatment of Opioid Use Disorder Speaker: Casey Distaso, MD, Vanderbilt University Medical Center Author: Dara Mize, MD, Vanderbilt University Medical Center Author: Joseph LeGrand, PharmD, Vanderbilt University Medical Center Author: Allison McCoy, PhD, ACHIP, Vanderbilt University Medical Center Author: Sylinda Littlejohn, MS, Vanderbilt University Medical Center Author: Nathaniel Miller, MD, Vanderbilt University Medical Center Author: Adam Wright, PhD, Vanderbilt University Medical Center

Implementation of a Clinical Decision Support Tool in Support of Medicare Compliant Surgery Scheduling Speaker: James Davydov, MSc, NYU Langone Health

Implementation of an eCare Plan for People with Multiple Chronic Conditions Speaker: Michelle Bobo, MS, Oregon Health & Science University

Implementing Data-Driven User-Interface for Surgical Site Infection Surveillance Speaker: Ugur Celik, MS, UMass Chan Medical School Author: Feifan Liu, PhD, University of Massachusetts Chan Medical School Author: Richard Ellison, MD, UMass Memorial Medical Center Author: Kimiyoshi Kobayashi, MD MBA, UMass Memorial Medical Center Author: Qiming Shi, MS Author: Yurima Guilarte-Walker, MS Author: Robert Steppacher, MD, UMass Memorial Medical Center Author: Adrian Zai, MD PhD MPH, University of Massachusetts Chan Medical School

Improvement of Programmatic Electronic Data Collection and Health Information System Strengthening in Haiti Speaker: Meredith Jean-Baptiste, CNM, Hopital Universitaire de Mirebalais Author: Thamar Monide Vital Julmiste, RN, Hopital Universitaire de Mirebalais, Zanmi Lasante/ Partners In Health Author: Ellen Ball, MS, Partners In Health

Exploring an Imputation Strategy for TQIP ICU Days from Hospital Data Speaker: Lisa Over, MLIS, University of Pittsburgh Author: Kuo-Ting Huang, PhD, University of Pittsburgh

Improving early diagnosis of primary immunodeficiencies by learning causal clinical history. Author: Georgios Papanastasiou, MEng, MSc, MSc.R, PhD, Pfizer Speaker: Vladimir Ivanov, PhD, Pfizer Inc Author: Shelley Moore Author: Luba Sobolevsky, Pharm D Author: Sabrina Hsueh, Dr Author: Ji Xiang Author: Danai Aristeridou, MS Author: Maria Kritharidou, MS, Pfizer Inc. Author: Anastasios Ventouris, MS, Pfizer Inc. Author: Guang Yang, PhD

Improving Sickle Cell Disease Personalized Pain Plan Documentation and Usability via User-Centered Design Speaker: Tonya Bennett, LPN, BSHI Author: Jason Payne, MD, MSPH Author: Wayne Liang, MD MS FAMIA, Children's Healthcare of Atlanta & Emory University Author: Evan Orenstein, MD, Childrenís Healthcare of Atlanta Author: Edwin Ray, RN, Childrens Healthcare of Atlanta Author: Beatrice E. Gee, MD Author: Swaminathan Kandaswamy, PhD, Emory University School of Medicine

Improving the Readability of Informed Consent Forms using ChatGPT Author: Taylor Cronauer, PhD Student, University of Pittsburgh Author: Young-Ji Lee, PhD, University of Pittsburgh Author: Leming Zhou, PhD, University of Pittsburgh School of Health and Rehabilitation Sciences Author: Yong Choi, PhD, University of Pittsburgh Author: Juleen Rodakowski, OTD, MS, University of Pittsburgh Speaker: Yanshan Wang, PhD, University of Pittsburgh

Improving the Understandability and Actionability of Clinical Notes to Support Self-Care in Patients with a Chronic Disease: A Pilot Study Author: Danny Wu, PhD, University of Cincinnati College of Medicine Speaker: Tripura Vithala, BS(c), University of Cincinnati Speaker: Somya Pandey, BS(c), University of Cincinnati College of Medicine Author: Shwetha Bindhu, BS, University of Cincinnati Department of Biomedical Informatics

Informatics for Integrating Biology and the Bedside (i2b2) in 2023: Upcoming Release Speaker: Michael Mendis, BA, Mass General Brigham Author: Jeffrey Klann, PhD, Harvard Medical School Author: Griffin Weber, MD, PhD, Harvard Medical School Author: Diane Keogh, ., Harvard Medical School Author: Shawn Murphy, MD, Ph.D., Massachusetts General Hospital

Interruptive vs Non-Interruptive Alerts to Increase Statin Prescribing in Primary Care Speaker: Aileen Wright, MD, MS, Vanderbilt Author: Jennifer Green, MD, MPH, Vanderbilt University Medical Center Author: Erin Neal, PharmD, Vanderbilt University Medical Center Author: Jill Jones, MD, Vanderbilt University Medical Center

Investigating the Effectiveness of Mobile Apps for Drug-Drug Interaction (DDI) Management Author: Ayush Bhattacharya, MS, Weill Cornell Medicine Speaker: Prachi Khandare, MS, Weill Cornell School of Medicine Author: Rhia Singh, MS, Cornell Tech Author: Jose Florez-Arango, MD MS PhD, Weill Cornell Medicine

Iterative Design and Development of the Interactive Prostate Cancer Information, Communication, and Support Program (iPICS) for Patients with Localized Prostate Cancer Author: Fei Yu, PhD, UNC at Chapel Hill Author: Shamim Ashrafi, MS, InNeed Intelligent Cloud Author: Tamjid Ahsan, MC, InNeed Intelligent Cloud Author: Shadman Chowdhury, BS, InNeed Intelligent Cloud Author: Javed Mostafa, Ph.D., University of North Carolina Chapel Hill Speaker: Lixin Song, PhD, University of Texas Health Science Center at San Antonio

Learnings in Knowledge Graph Representation Using OMOP CDM: Breast Cancer as an Example Speaker: Vivienne Zhu, MD, MS, Elevance Health, Inc Author: J. Marc Overhage, MD, PhD, Elevance Health

Leveraging EHR-Integrated Tools to Improve Diagnostic Safety in Hospitalized Patients: Early Experience & Preliminary Results Speaker: Anuj Dalal, MD, Brigham & Women's Hospital Author: Savanna Plombon, BS Author: Kaitlyn Konieczny, BS, Brigham and Women's Hospital Author: Daniel Motta-Calderon, MD, MPH, Brigham and Women's Hospital Author: Alyssa Lam, BA, Brigham and Women's Hospital/ Harvard Medical School Author: Alison Garber Author: Maria Malik, BA, Brigham and Women's Hospital Author: Marie Leeson, Bachelor of Science in Industrial Engineering, Brigham and Women's Hospital Author: Pamela Garabedian, M.S., Mass General Brigham Inc. Author: Ronen Rozenblum, PhD, MPH, Brigham and Women's Hospital/Harvard Medical School Author: Jacqueline Griffin Author: Jeffrey Schnipper, MD, MPH, Brigham and Women's Hospital Author: Stuart Lipsitz, ScD, Brigham and Women's Hospital Author: David Bates, MD, Brigham and Women's Hospital

Leveraging Electronic Medical Records and Knowledge Graphs to Predict Onset and Gain Biological Insight into Alzheimer’s Disease Sex Dimorphism Speaker: Alice Tang, BS, UCSF Author: Katherine P. Rankin, PhD Author: Gabriel Cerono, MD Author: Silvia Miramontes, MS Author: Hunter Mills, MS, University of California San Francisco Author: Jacquelyn Roger, BS Author: Billy Zeng, MD Author: Charlotte Nelson, PhD Author: Karthik Soman Author: Sarah Woldemariam, PhD, UCSF Author: Yaqiao Li, BA, UCSF Author: Albert Lee Author: Riley Bove Author: Maria Glymour, ScD, University of California San Francisco Author: Tomiko Oskotsky, MD, UCSF Author: Zachary Miller Author: Isabel Allen Author: Stephan Sanders Author: Sergio Baranzini Author: Marina Sirota, PhD, University of California, San Francisco

LOINC Codes That May Contain Personally Identifiable Information Speaker: Eugene Sadhu, MD, University of Pittsburgh Author: Malarkodi Jebathilagam Samayamuthu, MD, University of Pittsburgh Author: Shyam Visweswaran, Doctor of Medicine,Doctor of Philosophy, University of Pittsburgh

Machine Learning to Detect Opioid Misuse from Primary Care Notes Speaker: Allison Bradley, PhD, University of Pittsburgh Author: Paula Escott Author: Rayid Ghani Author: Jessica Merlin Author: Jonathan Silverstein, MD, MS, FACS, FACMI, University of Pittsburgh, Department of Biomedical Informatics Author: Shyam Visweswaran, Doctor of Medicine,Doctor of Philosophy, University of Pittsburgh Author: Jonathan Arnold, MD MS MSE, University of Pittsburgh

Methodological Quality Checks for OMOP Drug Concept Set Creation Speaker: Saaya Patel, N/A, Stony Brook University Author: Kimon Stathakos Author: Rachel Wong, MD MPH MBA, Stony Brook University, School of Medicine Author: Waqas Mahmud, MD, Stony Brook University Medical Center - - Stony Brook, NY Author: Rishikesan Kamaleswaran, PhD, Emory University School of Medicine Author: Jake Neumann Author: Richard Moffitt, PhD, Emory University Author: Scott Chapman

Navigating Privacy and Security in Telemedicine for Primary Care Speaker: Katerina Andreadis, MS, Weill Cornell Medicine; New York University Grossman School of Medicine Author: Kimberly A. Muellers, MPH, MS, Icahn School of Medicine at Mount Sinai; Pace University Author: Jenny J. Lin, MD, MPH, Icahn School of Medicine at Mount Sinai Author: Rahma Mkuu, PhD, The University of Florida Author: Carol Horowitz, MD, MPH, Icahn School of Medicine at Mount Sinai Author: Rainu Kaushal, M.D., Weill Cornell Medicine / Healthcare Policy & Research Author: Jessica S. Ancker, MPH, PhD, Vanderbilt University Medical Center

Neurophysiological patient signature in bi-directional neural interfaces: the need of a privacy-based approach Author: Marco Prenassi, Clinical Engineer, Università degli studi di Trieste Author: Manuel Ellero, MS, University of Trieste Author: Annamaria Caruso, MS, University of Trieste Speaker: Sara Marceglia, PhD, Universit‡ degli studi di Trieste

NICHD Data and Specimen Hub (DASH): a Central Component of an Interoperable Research Data Sharing Ecosystem Author: Rebecca Rosen, PhD, National Institutes of Health Author: Valerie Cotton, BSc, NICHD Speaker: Jianji YANG, PhD, Department of Health and Human Services, National Institute of Health

Nurses’ Adoption and Use of Digital Technologies during the COVID-19 Pandemic: A National Survey Speaker: Hwayoung Cho, PhD, RN, University of Florida College of Nursing Author: Tamara Macieira, PhD, RN, University of Florida Author: Ragnhildur Bjarnadottir, PhD, MPH, RN, University of Florida Author: Jiyoun Song, PhD, AGACNP-BC, RN, University of Pennsylvania School of Nursing Author: Oliver T. Nguyen, University of Florida College of Nursing Author: Max Topaz, PhD, RN, MA, FAAN, Columbia University School of Nursing Author: Dawn Dowding, PhD, RN, FAAN, The University of Manchester

Nursing Experiences with Medication Administration Technologies through the Eyes of Safety Science II Speaker: Jorie Butler, PhD, University of Utah

OMOP-CDM in Asia-Pacific regions and Lessons for Data Quality Assessment Author: Sujin Gan, NA, Department of Biomedical Informatics, Ajou University Graduate School of Medicine Speaker: Chungsoo Kim, N/A, Ajou University Author: Seongwon Lee, NA, Department of Biomedical Informatics, Ajou University Graduate School of Medicine Author: Jing Li, NA, IQVIA Author: Jiawei Qian, NA, IQVIA Author: Gyeol Song, NA, IQVIA Author: Clair Blacketer, MPH, Johnson & Johnson Author: Anthony Molinaro, NA, Janssen Research and Development Author: Dinuja Liyanage, NA, University of South Australia Author: Zhang jingyi, NA, Wonders Information Co.Ltd Author: Li Chao, NA, Wonders Information Co.Ltd Author: Roger Ward, NA, The University of Melbourne Author: Mengling Feng, PhD, National University of Singapore Author: Mui Van Zandt, MS, IQVIA Author: Rae Woong Park, NA, Department of Biomedical Informatics, Ajou University School of Medicine

Optimizing the Delivery of Pneumonia Clinical Decision Support in the Pediatric Emergency Department Speaker: Stephen Gradwohl II, MD, MSCI, MSACI, Vanderbilt Unversity Medical Center Author: Adam Wright, PhD, Vanderbilt University Medical Center Author: Asli Weitkamp, Asli, Vanderbilt University Medical Center Author: Derek Williams, Vanderbilt University Medical Center

PACIO Project Case Study: Leveraging the HL7® FHIR® Accelerator Model for Stakeholders to Engage with Policymakers in Creating Consensus-based, Sustainable Healthcare Standards Speaker: Jessica Skopac, PhD, JD, MA, MITRE Corporation Moderator: Lorraine Wickiser, BSN, RN, CMS

Passive Clinical Decision Support to Nudge Use of Clinical Guideline Pathways to Optimize Use of Opioid Alternatives Speaker: Jason Hoppe, DO, University of Colorado SOM Author: Katy Trinkley, PharmD, PhD, University of Colorado

Pediatric Clinicians’ Experience with Telemedicine: A Mixed-methods Study Speaker: Hiral Soni, PhD, Doxy.me

Pediatric PhysioWarehouse: A Data Warehouse for Multi-modal Machine Learning and Deep Learning with High-Speed Physiological Data, EHR, and PC4 Speaker: LINGYUN SHI, MS, Children's Hospital of Philadelphia Author: Fan Mi, Children's Hospital of Philadelphia Author: Fuchiang (Rich) Tsui, PhD, Children's Hospital of Philadelphia and University of Pennsylvania

Pediatric Sepsis Subtyping Using Vital Sign Trajectory Analysis Speaker: Yanyi Ding, MS, Northwestern University Speaker: Zhidi Luo, MS Speaker: Mindy Szeto, MS Author: Yuan Luo, PhD, Northwestern University Author: L. Nelson Sanchez-Pinto, MD, MBI

PHAROS, Platform of Harmonizing and Accessing Data in Real-time Infectious Disease Surveillance Based on OMOP-CDM Author: Chungsoo Kim, N/A, Ajou University Speaker: Byungjin Choi, Doctor, Ajou university Author: Junhyuk Chang, NA, Ajou University Author: Rae Woong Park, NA, Department of Biomedical Informatics, Ajou University School of Medicine Author: Soobeen Seol, NA, Ajou University Author: Seongwon Lee, NA, Department of Biomedical Informatics, Ajou University Graduate School of Medicine

Physicians as Builders: Development of a Novel Digital Application for Inpatient Pain Management Speaker: Stephen Ma, MD, PhD, Stanford University School of Medicine Author: Richard Kim, MD, Stanford University School of Medicine Author: Joseph Forrester, MD, Stanford University School of Medicine Author: Srinivasan Boosi, BE Author: Janice Jiang, MD Author: Naveed Rabbani, MD, Stanford Medicine Author: Jennifer Tran, PharmD Author: Susan Weber, PhD, Stanford Medicine Author: Oluseyi Fayanju, MD, Stanford Medicine Author: Christopher Sharp, MD, Stanford University School of Medicine Author: Ron Li, MD, Stanford School of Medicine

Predicting breast cancer drug repurposing candidates for recurrence-free survival with electronic medical records Speaker: Malvika Pillai, PhD, Stanford University Author: Di Wu, PhD, University of North Carolina at Chapel Hill

Predicting Falls in the Nursing Homes via Machine Learning Methods Author: Richard Boyce, PhD, University of Pittsburgh Author: Richael Saka, high school Speaker: Olga Kravchenko, PhD, University of Pittsbugh

Predicting Mortality at 24 Hours in Moderate to Severe Traumatic Brain Injury Patients: A Comparison of Several Machine Learning Methods Author: Plamena Powla, MS, University of Chicago Medical Center Speaker: Farima Fakhri, MD, University of Chicago

Presentation of a Geriatric Oncology Dashboard displaying the VA - Frailty Index and Recommendations for use in the Oncology Applications (OncApps) Platform at the Department of Veterans Affairs. Speaker: Danne Elbers, Ph.D., VA Boston CSP / MAVERIC Author: Clark DuMontier, MD, VA Boston Author: Amelia Tarren, MS, VA Boston CSP Author: Robert Zwolinski, BS, VA Boston CSP Author: Mayuri Dharne, BS, VA Boston Author: Linden Huhmann, PhD, VA Boston CSP Author: Sergey Goryachev, MS, VA Boston CSP Author: Jane Driver, MD, VA Boston Author: Nathanael Fillmore, PhD, VA Boston Healthcare System Author: Nhan Do, M.D., M.S., VA Boston Healthcare System

ps-KDE: Pixel-wise substitution by Kernel Density Estimation, in Semantic Segmentation of Chest X-Ray with a Deep Learning Approach Author: Yuanchen Wang, Master of Biomedical Informatics, Harvard Medical School Author: Yujie Yan Author: Ziqi Wang Author: Yujie Guo Author: Linzi Yu Speaker: Zifan Gu, UT Southwestern Medical Center

Reducing the Gaps Between Self-Reporting and Nursing Documentation for Inpatient Falls: Proposing of Deep-Learning Approach Speaker: Insook Cho, Ph.D. ACHIP, Inha University

Road Map to Building and Implementing a Clinical Decision Support Tool to Meet HIV Prevention National Guidelines Speaker: Kruti Gala, MPH, NYC Health + Hospitals Author: Gabriel Cohen, MD, NYC Health + Hospitals Author: Emma Kaplan-Lewis, MD, New York City Health + Hospitals Author: Eunice Casey, MPH, MIA, New York City Health + Hospitals Author: Zeyu Li, MPH, New York City Health + Hospitals

Robust and interpretable machine learning assessment of variable importance with moderate to small sample sizes Speaker: Yilin Ning, PhD, Duke-NUS Medical School Author: Siqi Li, BSc, Duke-NUS Medical School Author: Marcus Eng Hock Ong, MBBS, MPH, Duke-NUS Medical School Speaker: Nan Liu

Scholarly Research Output Tracking at Geisinger Health System: A Scalable and Generalizable Semi-Automated Approach Speaker: Katrina Romagnoli, PhD, MS, MLIS, Geisinger Author: Eric Hall, PhD, Nemours Children's Health Author: Tierney Lyons, MLS, Geisinger College of Health Sciences

Sentiment analysis of healthcare interventions Speaker: Joshua Calvano, DO, University of New Mexico Author: Karl Swanson, DO, University of California - San Francisco, Clinical Informatics Author: Jacob Schwell, MS, Sidney Kimmel Medical College Author: Paul Kim, BS, Temple University School of Medicine Author: Paul Chong, BS, Campbell University School of Osteopathic Medicine

Social media mining for toxicovigilance of prescription medications: End-to-end pipeline, challenges and future work Speaker: Abeed Sarker, PhD, Emory University School of Medicine

Suicide Tendency Prediction from Psychiatric Notes Using Transformer Models Speaker: Zehan (Leo) Li, M.S, The Univeristy of Texas Health Science Center at Houston (UTHealth) School of Biomedical Informatics Author: Iqra Ameer, PhD, University of Texas Health Science Center at Houston Author: Yan Hu, MS, UTHealth Science Center Houston Author: Ahmed Abdelhameed, Ph.D., UTHealth Houston Biomedical Informatics Author: Salih Selek, M.D., UTHealth McGovern Medical School Author: Cui Tao, Ph.D., UTHealth Health Science Center at Houston Author: Hua Xu, PhD, Yale University

Text Classification Models for Creating a Transgender Cohort from Electronic Health Records Speaker: Qi Zhang, MSPH, Emory Rollins School of Public Health

Trust in Artificial Intelligence (AI) for Mental Healthcare: A Subgroup Analysis by Pregnancy History Speaker: Sarah Harkins, BSN, RN, Columbia University School of Nursing Author: Pooja Desai, BA, MA, Columbia University Irving Medical Center Author: Shiveen Kumar Author: Yiye Zhang, PhD, Weill Cornell Medical College Author: Jyotishman Pathak, PhD, Weill Cornell Medical College, Cornell University Author: Natalie Benda, PhD, Columbia University School of Nursing Author: Meghan Reading Turchioe

User-centered Design and Evaluation of a Research Project Management System: A Case Study in a Pediatric Health Institute Author: Danny Wu, PhD, University of Cincinnati College of Medicine Speaker: Shubhra Gupta, MHI, University of Cincinnati

Walk a Mile in Their Shoes: Using Personas to obtain Health Professional Perspectives for an Ovarian Cancer Patient-Focused Recommender System Speaker: Khushboo Thaker, BE, MTech, University of Pittsburgh Author: Behnam Rahdari, BS, MS Author: Peter Brusilovsky, PhD, University of Pittsburgh Author: Chi Ching Vivian Hui, RN,BSN, PhD, University of Pittsburgh Author: Zhimeng Luo, MS, University of Pittsburgh Author: Youjia Wang, BSN, RN, University of Pittsburgh School of Nursing Author: Daqing He, PhD, University of Pittsburgh Author: Heidi Donovan, PhD, RN Author: Young Ji Lee, PhD, MS, RN

Who Gets Health Benefits? An (Un)biased Machine Learning Prediction Speaker: Ghaida Alsadah, MS, George Mason University

Reduced suicidal thoughts with semaglutide: retrospective cohort study compared with other anti-obesity and anti-diabetic medications Speaker: William Wang, Orange High School

A comparative analysis of ChatGPT and NLM indexing consistency Speaker: Audrey Koo, The Kinkaid School

Developing Human-Centered Tools for Supporting Nutritional Choices Speaker: Ishan Sinha Author: Pooja Desai, BA, MA, Columbia University Irving Medical Center Author: Lena Mamykina, PhD

Multidrug Interactions on Intracranial Hemorrhage in Geriatric Patients Speaker: Prathiv Raj Ramesh Babu, West Windsor Plainsboro High School South Author: Herbert Chase, Columbia University

Privacy Policies of Menstrual Tracking Apps: Readability, Accessibility, and Paths to Improving User Comprehension Speaker: Dounia Ferhat, Martin Luther King Jr. Magnet High school

DISRUPT DETERIORATION: Implementation outcomes of an AI-powered early warning system Speaker: Thomas Byrd, University of Minnesota - MHealth Fairview

Multi-Modal Data Based Machine Learning for Cardiovascular and Cardiorenal Patient Stratification Speaker: Sudeshna Fisch, Pfizer

Development of an AI-enabled Clinical Decision Support System of Patient Reported Outcomes Prediction for Adolescent Idiopathic Scoliosis Patients Speaker: Wenqi Shi

The impact of Social determinants of health on the onset of new diseases from Medication adverse events. Speaker: Joanna Usifo

A Study on ChatGPT’s Capabilities in Facilitating Medical Genetic Education Speaker: Nephi Walton, MD, MS, FACMG, Intermountain Healthcare

Design of a Stepped-Wedge Clinical Trial to Evaluate the Impact of a Machine Learning System on Unplanned Acute Care in Oncology Speaker: Jason Weinreb, Project Ronin

Systematically identifying opportunities to avoid unnecessary mortality in heart failure patients Speaker: John Menchaca, MD, Emory University School of Medicine Author: Franck Tonleu, M.D., University of Texas Southwestern Medical Center Author: Anita Osabutey, MD, MPH, Emory University School of Medicine Author: Martin Campbell, MD, Emory University School of Medicine Author: Alexis Okoh, MD, Emory University School of Medicine Author: Modele Ogunniyi, MD, MPH, Emory University School of Medicine