Program Schedule

S10: Panel - Rebuilding the Nation’s Public Health Informatics Infrastructure: Recommendations from the 2022 ACMI Symposium

Speaker(s):

Speaker: Brian Dixon, MPA, PhD, Regenstrief Institute Speaker: Catherine Staes, University of Utah Speaker: Harold Lehmann, Johns Hopkins University SOM ICTR Speaker: Jessica Acharya

W12: Analysis of Human Interactive Behavior for Improving Patient Safety and Clinician Burnout SOLD OUT

Speaker(s):

Speaker: Kai Zheng, University of California, Irvine Speaker: Thomas Kannampallil, Washington University School of Medicine Speaker: Aaron Milan Hettinger, National Center for Human Factors in Healthcare, MedStar Health Research Institute Speaker: Vimla Patel, New York Academy of Medicine

S33: Panel - Beyond Wrangling and Modeling: Data Science and Machine Learning Competencies and Curricula for The Rest of Us

Speaker(s):

Speaker: William Hersh, Oregon Health & Science University Speaker: Jessica Ancker, Vanderbilt University Medical Center Speaker: Robert Hoyt, MD FACP FAMIA, Virginia Commonwealth University Speaker: Aditi Gupta, Washington University in St. Louis

W03: Functional Status Informatics in Health and Healthcare: The Third Workshop on AI for Function, Disability, and Health SOLD OUT

Speaker(s):

Speaker: Denis Newman-Griffis, PhD, University of Sheffield Speaker: Ayah Zirikly, JHU Speaker: Suzanne Tamang, Stanford University Speaker: Sunghwan Sohn, PhD, Mayo Clinic Speaker: Qing Zeng, PhD, George Washington University Speaker: Carissa Low, PhD, University of Pittsburgh Speaker: Hongfang Liu, Mayo Clinic

W23: Lessons from Industry Science: Scaling Biomedical Informatics Research at the Speed of Technology Evolution SOLD OUT

Speaker(s):

Speaker: Nawshin Kutub, PhD, IBM Research Speaker: Amar Das, MD, PhD, Guardant Health Speaker: Laurie Novak, PhD, Vanderbilt University Medical Center Speaker: Amol Rajmane Speaker: Rezzan Hekmat, MHS, Intuitive Surgical

S15: Panel - Advancing Equitable and Human-Centered Health Informatics Systems: Strategies for Effective Design and Research Collaborations

Speaker(s):

Speaker: Elena Agapie, University of California, Irvine Speaker: Shefali Haldar, Merck & Co., Inc. Speaker: Terika McCall, PhD, MPH, MBA, Yale School of Public Health Speaker: Ari Pollack, Seattle Children's Hospital Speaker: Lauren Wilcox, Georgia Tech; Google

S29: ACMI Collen Award Winner Presentation - A Bet On Future Informatics Research: Combining Knowledge and Data Using Informatics, Statistics, and Physics

Speaker(s):

Speaker: George Hripcsak, Columbia University Irving Medical Center Speaker: Benjamin Albert, Columbia University Dept. of Biomedical Informatics Speaker: Tara Anand, Columbia University Irving Medical Center Speaker: Tiffany Callahan, Columbia University, Department of Biomedical Informatics Speaker: Anna Ostropolets, Columbia University Department of Biomedical Informatics Speaker: Lauren Richter, Columbia University Irving Medical Center Speaker: Linying Zhang, Columbia University Department of Biomedical Informatics

S48: Oral Presentations - Applications of Informatics to Behavioral and Mental Health

Speaker(s):

Session Chair: Colin Walsh, Department of Biomedical Informatics, Vanderbilt University Speaker: Barrett Jones, Vanderbilt University Speaker: Hannah Burkhardt, University of Washington, Biomedical & Health Informatics Speaker: Hannah Slater, Vanderbilt University Department of Biomedical Informatics Speaker: Kevin Krause, Department of Biomedical Informatics, Vanderbilt University Speaker: Shivani Mehta, University of California San Francisco

Identifying opportunities for informatics-supported suicide prevention: the case of Caring Contacts Speaker: Hannah Burkhardt, University of Washington, Biomedical & Health Informatics

Exploring Risk Factors in Suicidal Ideation and Attempt Concept Cooccurrence Networks Speaker: Kevin Krause, Department of Biomedical Informatics, Vanderbilt University

Modeling association between clinician interventions and outcomes in Major Depressive Disorder with observational electronic health record data Speaker: Barrett Jones, Vanderbilt University

Comparative Analysis of Social Connections/Isolation and Stress Documentation in Structured and Unstructured Machine De-Identified Data using PatientExploreR and EMERSE Speaker: Shivani Mehta, University of California San Francisco

Predicting Suicide Attempt Risk in Patients with Autism Spectrum Disorder Speaker: Hannah Slater, Vanderbilt University Department of Biomedical Informatics

IPS04: Industry Partner Session (Wolters Kluwer) - Proven Terminology Management Strategies to Deliver Accurate Trustworthy Insights

Speaker(s):

Speaker: Sarah Bryan, Wolters Kluwer Health Speaker: Cheryl Mason Speaker: Howard Strasberg, Wolters Kluwer Health Speaker: Raafia Ahmed

S68: Oral Presentations - Yes Kidding: Applications of Informatics in Pediatrics

Speaker(s):

Session Chair: Kevin Johnson, University of Pennsylvania Speaker: Avinash Murugan, Yale New Haven Hospital Speaker: Jonathan Lam, BS, University of California - San Diego Speaker: Lindsey Knake, The University of Iowa Carver College of Medicine Speaker: Luis Ahumada, Johns Hopkins All Children's Hospital

Lessons Learned from Implementing Clinical Decision Support for Neonatal Ventilation Speaker: Lindsey Knake, The University of Iowa Carver College of Medicine

Implementation of KIDMATCH: A Clinical Decision Support Tool for Diagnosing Pediatric Patients with Multisystem Inflammatory Syndrome and Kawasaki Disease Speaker: Jonathan Lam, BS, University of California - San Diego

Evaluation of the Epic Risk of Pediatric Asthma Exacerbation Model: A Difference-In-Differences Analysis Speaker: Avinash Murugan, Yale New Haven Hospital

Development of a High-Performance Predicting Model for 7-Day Readmissions at a Quaternary Pediatric Institution Speaker: Luis Ahumada, Johns Hopkins All Children's Hospital

People and Organizational Issues-Evaluation Working Group Meeting

S81: Oral Presentations - Old McDonald Had a Pharm: All About Medications

Speaker(s):

Session Chair: Clement McDonald, National Institutes of Health, National Library of Medicine Speaker: Bharath Dandala, IBM Research Speaker: Lisa Kowarski, MPH, IBM Consulting Speaker: Keith Campbell, MD, PhD, Veterans Health Administration Speaker: YiFan Wu, University of Washington, Biomedical & Health Informatics

Using structured electronic health record (EHR) data to assess claims-based algorithm performance in the Food and Drug Administration (FDA)’s Biologics Effectiveness and Safety (BEST) Initiative network Speaker: Lisa Kowarski, MPH, IBM Consulting

Establishing Trust in Pharmaceutical Data with an Independent Verification and Validation Methodology Speaker: Keith Campbell, MD, PhD, Veterans Health Administration

Hierarchy-aware Adverse Reaction Embeddings for Signal Detection Speaker: Bharath Dandala, IBM Research

Predicting Drug Blood-Brain Barrier Penetration with Adverse Event Report Embeddings Speaker: YiFan Wu, University of Washington, Biomedical & Health Informatics

IPS07: Industry Partner Session (Meditech) - Health Equity - Strategies, Considerations & Barriers to Collecting and Addressing SDOH

Speaker(s):

Speaker: Mitchell Izower, HCA Healthcare Speaker: Janet Desroche, Meditech

S102: Oral Presentations - Safety Measures: Measuring and Improving Patient Safety

Speaker(s):

Session Chair: Jonathan Bagby, VA Speaker: Alissa Russ-Jara, Purdue University Speaker: Frederic Resnic, Lahey Hospital and Medical Center Speaker: Sebastien Kiogou, University of Minnesota Institute for Health Informatics Speaker: James Hellewell, MD, Intermountain Healthcare Speaker: Farah Magrabi, Macquarie University, Australian Institite of Health Innovation

Embedding a State-Wide Prescription Drug Monitoring Program into the Electronic Health Record Speaker: James Hellewell, MD, Intermountain Healthcare

Evidence for How Clinicians Manage Drug-Drug Interactions in Clinical Practice and Associated Recommendations for Alert Design Speaker: Alissa Russ-Jara, Purdue University

More than Algorithms: an Analysis of ML Safety Events Reported to the FDA Speaker: Farah Magrabi, Macquarie University, Australian Institite of Health Innovation

Disentangling and Characterizing Device Safety Signals and Learning Effects Speaker: Frederic Resnic, Lahey Hospital and Medical Center

Clinical Data Repositories: Primary Sources of Drug-to-Drug Interaction Detection and Risk Assessment Speaker: Sebastien Kiogou, University of Minnesota Institute for Health Informatics

S108: Oral Presentations - YOLO: Machine Learning

Speaker(s):

Session Chair: Fuchiang (Rich) Tsui, Children's Hospital of Philadelphia and University of Pennsylvania Speaker: Anne de Hond, Leids Universitair Medisch Centrum, Leids Universitair Medisch Centrum Speaker: Arnab Dey, Georgia Institute of Technology Speaker: Jenny Weon, MD, PhD, UT Southwestern Medical Center, Dallas Speaker: Laila Rasmy, UTHealth SBMI Speaker: Sameh Saleh, MD, Children's Hospital of Philadelphia/University of Pennsylvania

Predicting readmission or death after discharge from the ICU: External validation and retraining of a machine learning model Speaker: Anne de Hond, Leids Universitair Medisch Centrum, Leids Universitair Medisch Centrum

Monitoring Performance of a Deployed Machine Learning Model that Predicts Long-term Mortality for Targeting Inpatient Palliative Care Speaker: Sameh Saleh, MD, Children's Hospital of Philadelphia/University of Pennsylvania

Design and Curation of Longitudinal Outpatient Data for Predictive Modeling of Iron Deficiency Anemia Speaker: Jenny Weon, MD, PhD, UT Southwestern Medical Center, Dallas

Weakly Supervised Classification of Vital Sign Alerts as Real or Artifact Speaker: Arnab Dey, Georgia Institute of Technology

Pancreatic cancer risk prediction using recurrent neural network models trained on electronic health records and claims data Speaker: Laila Rasmy, UTHealth SBMI

JAMIA Open Editorial Board Meeting

Nursing Informatics Working Group Meeting

W09: A Workshop to Build a Research Agenda for Justice Informatics SOLD OUT

Speaker(s):

Speaker: Oliver Bear Don't Walk IV, University of Washington Speaker: Adrienne Pichon, MPH, MPhil, MA, Columbia University, Department of Biomedical Informatics Speaker: Salvatore Volpe, SUNY Downstate Health Sciences University Speaker: Lisa Grossman Liu, PhD, Columbia University Speaker: Pooja Desai, Columbia University Irving Medical Center Speaker: Tara Anand, Columbia University Irving Medical Center Speaker: Lauren Richter, Columbia University Irving Medical Center Speaker: Kayla Schiffer, Columbia University Speaker: Courtney Diamond, Columbia University Department of Biomedical Informatics Speaker: Bria Massey, Columbia University Department of Biomedical Informatics

S84: Panel - Advancing Health and Social Service Information Exchange: Cutting Edge Examples, Lessons Learned, and What More Needs to be Learned

Speaker(s):

Speaker: Bradley Iott, University of California San Francisco Speaker: Karis Grounds, 211 San Diego/Community Information Exchange Speaker: Jessica Burnett, Trenton Health Team Speaker: Matt Pantell, University of California, San Francisco

S62: Panel - Bioethics perspectives on the development of urgently needed informatics solutions to address rising maternal morbidity and mortality

Speaker(s):

Speaker: Meghan Reading Turchioe, Columbia University School of Nursing Speaker: Ruth Masterson Creber, Weill Cornell Medicine Speaker: Enid Montague, PhD, DePaul University Speaker: Natalie Benda, PhD, Weill Cornell Medicine

S44: Panel - Building the Evidence Base for Automating Public Health Surveillance through a Nationwide Medication Safety Surveillance Use Case

Speaker(s):

Speaker: Nadine Shehab, PharmD, MPH, Lantana Consulting Group Speaker: Richard Geimer, Lantana Consulting Group Speaker: Andrew Geller, US Centers for Disease Control and Prevention (CDC) Speaker: Yauheni Solad, Yale New Haven Health Speaker: Shuai Zheng, Centers for Disease Control & Prevention Speaker: Dani Robinson-Holland

S104: Panel - Can Data Science Move Medical Device Surveillance Forward? Highlights of Solutions and Remaining Challenges in Real-World Evidence Generation

Speaker(s):

Speaker: Michael Matheny, Vanderbilt University Medical Center Speaker: Art Sedrakyan, Weill Cornell Medical Center Speaker: Omar Badawi, NEST Coordinating Center Speaker: Danica Marinac-Dabic, FDA Speaker: Frederic Resnic, Lahey Hospital and Medical Center

S94: Panel - Designing Informatics Solutions for Older Adults with Cognitive Impairment: Responding to the Challenge

Speaker(s):

Speaker: Anne Turner, University of Washington Speaker: George Demiris, University of Pennsylvania Speaker: Amanda Lazar, University of Maryland Speaker: Jane Chung, Virginia Commonwealth University

S12: Panel - Evidence in Clinical Practice Records: Gathering and Analysis of Real-World Data for Trials and Outcome Studies

Speaker(s):

Speaker: Jan Horsky, PhD, Parexel International Speaker: Vojtech Huser, MD, PhD, Pfizer Speaker: Karina D'Angelo, PhD, Parexel International Speaker: Kyle Flickinger, REDCap Cloud Speaker: Alexander Turchin, Brigham & Women's Hospital

S24: Panel - Making a Case for Adoption of ICD-11 Morbidity Reporting in the U.S.: Multiple Perspectives

Speaker(s):

Speaker: Susan Fenton, UTHealth Science Center Houston Speaker: Christopher Chute, Johns Hopkins University Speaker: Mary Stanfill, The University of Texas Health Science Center at Houston (UTHealth) School of Biomedical Informatics Speaker: Kathy Giannangelo, KGC

S04: Panel - Need FAIR Evidence? Use CEDAR to Discover and Retrieve Research Findings

Speaker(s):

Speaker: Kimberly Albero, The MITRE Corporation Speaker: Christine Chang, AHRQ Speaker: Elise Robertson, American Academy of Family Physicians Speaker: Edwin Lomotan, AHRQ

S36: Panel - Putting the user back in user-centered design: Strategies for incorporating patient goals and values throughout the design of decision aids

Speaker(s):

Speaker: Sabrina Mangal, Weill Cornell Medicine; Dept of Population Health Sciences; Div of Health Informatics Speaker: Natalie Benda, PhD, Weill Cornell Medicine Speaker: Ruth Masterson Creber, Weill Cornell Medicine Speaker: Meghan Reading Turchioe, Columbia University School of Nursing Speaker: Adriana Arcia, PhD, RN, University of San Diego

S56: Panel - The Informatics of RECOVER: Understanding the Post Acute Sequelae of SARS-CoV-2 Infection

Speaker(s):

Speaker: Mark Weiner, Weill Cornell Medicine / Healthcare Policy & Research Speaker: Charles Bailey, Children's Hospital of Philadelphia Speaker: Richard Moffitt, Stony Brook School of Medicine Speaker: Shawn Murphy, Massachusetts General Hospital

Clinical Informatics Program Directors (CIPD) Meeting

Global Health Informatics Working Group Meeting

S77: Oral Presentations - Risky Business: The Business of Predicting Risk

Speaker(s):

Session Chair: Hojjat Salmasian, Children's Hospital of Philadelphia Speaker: Elham Hatef, Johns Hopkins University Speaker: Jiyoun Song, PhD, AGACNP-BC, APRN, Columbia University Speaker: Rebecca Randell, University of Bradford Speaker: Wenyu Song, Brigham & Women's Hospital

Is Auto-generated Transcript of Patient-Nurse Communication Ready to Use for Identifying the Risk for Hospitalizations or Emergency Department Visits in Home Health Care? A Natural Language Processing Pilot Study Speaker: Jiyoun Song, PhD, AGACNP-BC, APRN, Columbia University

Development of an Integrated Clinical and Social Multi-level Risk Score to Identify Social Needs Among Minority Populations in Baltimore City Speaker: Elham Hatef, Johns Hopkins University

Designing health IT to support falls prevention in hospitals: Findings from a realist review Speaker: Rebecca Randell, University of Bradford

Using EHR Data and Machine Learning Methods to Predict Fall Injury Speaker: Wenyu Song, Brigham & Women's Hospital

Pharmacoinformatics Working Group Meeting

Natural Language Processing Working Group Meeting

Primary Care Informatics Working Group Meeting

What's on your mind? Coffee with the AMIA Board

Coffee Break

What's on your mind? Coffee with the AMIA Board

Poster Session 1

30-day unplanned readmission risk model performance and the COVID-19 pandemic Speaker: Brad Rowland, Atrium Health Wake Forest Baptist

A Comparison of Uncertainty Estimation Methods for Deep Learning-based Clinical Risk Scores Speaker: Archil Srivastava, MS Candidate, Division of Biomedical Informatics, University of California, San Diego

A formative usability evaluation of a health information exchange prototype for use in community pharmacies Speaker: Katelyn Hettinger, Purdue University

A Mixed Methods User Needs Assessment of Pulse Oximetry Monitoring During Exercise for Interstitial Lung Disease Speaker: Claire Child, University of Washington

A Self-Guided Educational Program Based on Informatics Competency Self-Assessment Speaker: Brenda Kulhanek, PhD, MSN, RN-VC, NPD-BC, NE-BC, Vanderbilt University School of Nursing Speaker: Deborah Lewis, PhD, RN, Walden University

Accelerated Data Curation of Colitis Cases Speaker: Protiva Rahman, Vanderbilt University Medical Center

Addressing the Curly Braces Problem: Implementing Health Level Seven Fast Healthcare Interoperability Resources (FHIR) as a Standard Data Model for the Arden Syntax Speaker: Robert Jenders, Charles Drew University/UCLA

Adoption of Advanced IT Functions by Critical Access Hospitals as a Function of Proximity to a Regional Extension Center Speaker: Masha Kuznetsova, Harvard Business School

AI Showcase: A Deductive Data-Driven Pipeline Powered by MLHO for Post-Acute Sequelae of COVID-19 (PASC) Phenotyping Speaker: Arianna Dagliati, University of Pavia

AI Showcase: A Theory-based Evaluation of a Clinical Decision Support System to Predict New Onset of Delirium Speaker: Siru Liu, Department of Biomedical Informatics, Vanderbilt University Medical Center

AI Showcase: Automated and Accessible Diagnosis of Age-related Macular Degeneration: a Comparative Analysis of the impact of machine learning models in clinical diagnostic Workflows Speaker: Qingyu Chen, NIH

AI Showcase: Comprehensive Evaluation of Health Impact of an ML-Based CDS Solution Integrated with Remote Device: Protocol for RCT in Children with Asthma Speaker: Chung-Il Wi, Mayo Clinic Minnesota

AI Showcase: Evaluating a Vendor-derived Pediatric Sepsis Predictive Model in Acute Care Settings Speaker: Daniel Liu, University of Arkansas for Medical Sciences / Arkansas Children's Hospital

AI Showcase: Healthcare Impacts of Real-Time Sepsis Risk Prediction Workflows for Hematopoietic Cell Transplant Recipients Speaker: Cameron Carlin, City of Hope National Medical Center

AMIA 25x5 Health IT Vendor Workstream

AMIA 25x5 Policy & Advocacy Workstream

AMIA 25x5 Providers & Health Systems Workstream

An Open-Source Tool to Support Clinical Decision for Patient Transportation in Rural Areas: A Novel Simulation Approach Speaker: Abdulaziz Aljandal, Lean Business Services

Analyzing healthcare-seeking behavior among All of Us enrollees in the era of COVID-19 Speaker: Nripendra Acharya, Columbia University College of Physicians & Surgeons

Assessing the Robustness and Internal Consistency of the Pooled Cohort Equations Speaker: Uri Kartoun, IBM Research

Assessment of MUSC's Culture of Evidence-based Practice for Ordering Providers Speaker: Amanda Davis, Medical University of South Carolina

Assessment of Natural Language Processing Methods to Predict Functional Pain Scores from Inpatient Clinical Notes Speaker: Agustina Saenz, Brigham and Women's Hospital

Assessment of Ownership of Smart Devices and the Acceptability of Digital Health Data Sharing among Duke Patients Speaker: Md Mobashir Hasan Shandhi, PhD, Duke University

Augmenting an Electronic Chart Review Tool for Post-Discharge Symptom Monitoring and Adverse Event Determination Speaker: Kaitlyn Konieczny, Brigham and Women's Hospital/Harvard Medical School

Availability of Health Information Exchange Data for Children with Special Health Care Needs through a SMART on FHIR App Speaker: Elaine Fan, University of Utah

AZCOVIDTXT: Winning the Battle Against COVID-19 One Text at a Time Speaker: Sriram Iyengar, BTech, MSc, MS, PhD, University of Arizona College of Medicine, Phoenix

Blood Order Set Modifications for Safer Transfusions Speaker: Jennifer Murdock, Vanderbilt University Medical Center

Characterizing Clinical Activity Patterns by Topics Inferred from Electronic Health Record Audit Logs Speaker: Jinying Chen, Wake Forest School of Medicine, University of Massachusetts Chan Medical School

Collaborative High Reliability Organization (HRO) Initiative in the Veterans Health Information Exchange (VHIE) Program Speaker: Sandi Mitchell, RPh, MSIS, FASHP, Consultant

Defining an Ethical Relationship with Artificial Intelligence at a Large Academic Health System Speaker: Teja Ganta, Icahn School of Medicine at Mount Sinai

Defining Long-Covid Profiles for Future Diagnoses Through Extensive Analysis of VA Covid-19 Data Speaker: Skyler Resendez, University at Buffalo

Developing a Data Exploratory Tool to Visualize and Analyze User-corrected Pediatric Weight Records Speaker: Shubhra Gupta, University of Cincinnati

Differences in Frequencies of Nursing Flowsheet Documentation by Patients’ Primary Language Speaker: Rachel Lee, Columbia University

Effects of Information Presentation Modalities on Antibiotic Reassessment Decision-Making in PICU: A Comparison Study Speaker: Zehan (Leo) Li, The Univeristy of Texas Health Science Center at Houston (UTHealth) School of Biomedical Informatics

Empowering Patients to Address Diabetes Care Gaps: Usability Study of a Novel Patient Portal Intervention Speaker: William Martinez, Vanderbilt University Medical Center

Enhancing Biologics Adverse Event Surveillance via Scalable, FHIR-based Infrastructure: Proof of Concept Speaker: Lance Jones, IBM Consulting

Evaluating Phenotype Classification Using Synthesized Online Content Speaker: Yanwei Li, Vanderbilt University

Evaluation of Breast Cancer Screening Order Completion Speaker: Hannah Slater, Vanderbilt University Department of Biomedical Informatics

Evaluation of Vital Sign Concept Sets within N3C Speaker: Victor Castano, BA, Columbia University Department of Biomedical Informatics

Explaining Alerts from a Pediatric Deterioration Prediction Model Using Clinical Text Speaker: Anoop Mayampurath, University of Wisconsin - Madison

Extending FHIR Timing Representation for Expressing Monitoring Recommendations Speaker: Mor Peleg, University of Haifa

Geospatial Factors Associated with Participant Outcomes in an mHealth Behavior Change Intervention Speaker: Benjamin Barrett, Northwestern University - Feinberg School of Medicine

Harmonizing Units and Quantitative Values in a Nationally-Pooled Electronic Health Record Dataset. Speaker: Katie Bradwell, Palantir Technologies

Health Information Technology Usability Methods Leveraged in Africa: A Scoping Review Speaker: Mollie Hobensack, Columbia University School of Nursing

Hidden Tensions in Designing Electronic Health Record Embedded Prompts for Pragmatic Clinical Trials for Weight Maintenance in Primary Care Speaker: Kensaku Kawamoto, MD, PhD, MHS, FACMI, FAMIA, University of Utah

i-GENIS: A Proposed Framework for Developing Individualized Genetic Information Seeking Skills Interventions Speaker: James Andrews, University of South Florida, School of Information

Identifying Diagnostic Opportunities Using Clinical Trajectories Speaker: Jejo Koola, University of California, San Diego

Identifying patient's country of origin with modified spaCy NLP models Speaker: Soraya Fereydooni, Yale School of Medicine

Identifying Transgender and Gender Diverse Individuals in Electronic Health Records: A Context-aware Natural Language Processing Approach Speaker: Yining Hua, Harvard Medical School

Impact of Open Notes on Clinician Documentation One Year Post-Mandate Speaker: Benjamin Weia, MD, University of California San Francisco

Implementation of a Self-Service Knowledge Center for Issue Resolution Speaker: Jeff Washburn, RN, MSN, Semedy, Inc.

Implicit Provider Bias as Assessed through Explicit Mentions of Pejorative and Laudative Terms in MIMIC-III Speaker: Paul Heider, Medical University of South Carolina

Improving Cancer Drug Recognition Using Few-shot Transfer Learning Speaker: Xiang Zhou, Sema4

Improving Quality of Care in U.S. Nursing Homes: Recommendations of the National Academy of Science Engineering and Medicine Speaker: Gregory Alexander, PhD, RN, FAAN, FACMI, FIAHSI, Columbia University School of Nursing

Increasing interoperability of the Pediatric Cancer Data Commons data model by mapping to common data models Speaker: Bradley Carlson, University of Chicago Pritzker School of Medicine

Informatics for Integrating Biology and the Bedside (i2b2) in 2022: Single Sign On and Synthetic Data Speaker: Jeffrey Klann, MEng, PhD, FAMIA, Harvard Medical School

Knowledge-Driven Online Multimodal Automated Phenotyping System Speaker: Tianrun Cai, VA Boston Healthcare System

Lessons learned from the implementation of 21st Century Cures Act in Pediatrics: When State and Federal Law Conflict Speaker: Sunil Seoparson, Mount Sinai Health System

Leveraging Clinical Decision Support (CDS) for Reporting COVID-19 Admissions Speaker: Venugopal Mudgundi, Rochester General Hosp/Rochester Regional Health

Leveraging Natural Language Processing and Time Series Models to Analyze COVID-19 Vaccination Sentiment Dynamics from Tweets Speaker: Jiancheng Ye, Northwestern University Feinberg School of Medicine

Leveraging Novel Clinical Decision Support to Improve Preferred Language Documentation in a Quaternary Neonatal Intensive Care Unit Speaker: Osvaldo Mercado, Children's Hospital of Philadelphia Speaker: Alex Ruan, Childrens Hospital of Philadelphia, University of Pennsylvania

Manual Chart Review Train and Inter-Annotator Agreement Plan for a COVID-19 Disease Association Study Speaker: Brent Hill, University of Utah

Mapping Clinical Notes to LOINC Document Ontology Using EHR Data Speaker: Yahia Mohamed, UMKC

Mapping Shopper Movement in an Immersive Virtual Reality Grocery Store Speaker: Sara Flash, National Institutes of Health

Nowcasting PSH-AM: Towards Real-time Assessment of Paroxysmal Sympathetic Hyperactivity using Continuous Vital Sign Measurements in Neurocritical Units Speaker: Rohan Salvi, University Of Maryland Baltimore County Speaker: Md Fourkanul Islam, University of Maryland Baltimore County

Nursing behavior recognition and presenteeism risk analysis using IoT sensing technology Speaker: Keiko Yamashita, Nagoya University Hospital

Opportunities to Improve Forensic Mental Health Care through Digital Health Tools Speaker: Brian Lo, Centre for Addiction and Mental Health

Part Time MD Program Students’ Perception Towards Clinical Informatics Speaker: Siru Liu, Department of Biomedical Informatics, Vanderbilt University Medical Center

Patient and Clinical Team Support for Video Visit Telemedicine Implementation in a Safety Net Obstetrics Clinic Speaker: Elaine Khoong, University of California San Francisco

Preferences For Research Data Access and Ethical Implications of Data Sharing Among Older Adults Speaker: Stephanie Nino de Rivera, Weill Cornell Medical College

Preparing Study Participants to Engage in Immersive Virtual Reality Speaker: Sara Flash, National Institutes of Health

Quality Versus Quantity: Assessing the Impact of Nursing Documentation on Preventing Hospital Acquired Pressure Injuries Speaker: Brian Douthit, Department of Biomedical Informatics, Vanderbilt University

Racial and ethnic disparities in the use of computed tomography with angiography (CTA) for the diagnosis of pulmonary embolism (PE) Speaker: Dee Luo, Northwell Health

Rates of Documentation and Review of Patients’ Social Needs in the EHR Speaker: Bradley Iott, University of California San Francisco

Real-time Exploration of Pairwise Meta-analysis Results by Applying Serverless Architecture Design Speaker: Syed Arsalan Ahmed Naqvi, Mayo Clinic

Risk Prediction Models for Mortality using Nursing Records in Intensive Care Patients: A Systematic Review Speaker: Mihui Kim, Yonsei University College of Nursing

Sampling Adverse Drug Events in Outpatient Clinical Notes for Natural Language Processing Tasks Speaker: Joseph Plasek, PhD, Mass General Brigham, Harvard Medical School

Show-Me ECHO: Understanding behavior change and utilization of healthcare system through claims data analysis Speaker: Olabode Ogundele, University of Missouri Institute for Data Science & Informatics

Telehealth Use, Care Continuity, and Quality: Diabetes and Hypertension Care in Community Health Centers Before and During the COVID-19 Pandemic Speaker: Aaron Tierney, University of California, Berkeley School of Public Health

Temporal Structure of Daily Paroxysmal Sympathetic Hyperactivity Assessment Measure (PSH-AM) among Neurocritical Patients with Traumatic Brain Injury Speaker: Sancharee Hom chowdhury, University of Maryland Baltimore County

The Feasibility of Wearable Digital Technologies by Individuals with Cognitive Impairment Speaker: Sarah Wilson, Newcastle University

Translating SDTM Terminology and OMOP Vocabularies using the UMLS Speaker: William Roddy, Critical Path Institute

Understanding mHealth Implementation in the Philippines During the COVID-19 Pandemic: Perspective of Local Experts Speaker: Aldren Gonzales, University of the Philippines Manila

Unraveling the “Other” Diagnosis of Suspected Suicide Attempts at Emergency Department using Natural Language Processing (NLP) Speaker: Yunyu Xiao, Weill Cornell Medicine, Population Health Sciences

Unsupervised Learning to Profile Measles Outbreak Risk for US Counties Speaker: Boshu Ru, Merck

Usability Test of Heart Failure Resource Modules in Caring of Caregivers Online (COCO) Mobile Application Speaker: Weichao Yuwen, University of Washington Tacoma

Usability Testing of a Bilingual Application to Improve HIV-related Care Speaker: Salvatore Volpe, SUNY Downstate Health Sciences University Speaker: Samantha Stonbraker, University of Colorado Anschutz Medical Campus

Use of Eye-Tracking in Usability Evaluation of Digital Health Technologies: A Systematic Review of Literature Speaker: Fatima Varzgani, Worcester Polytechnic Institute Speaker: Bengisu Tulu, Worcester Polytechnic Institute

Using Linked Registry–Electronic Health Records to Examine Long-term Outcomes of Medical Devices Speaker: Jialin Mao, Weill Cornell Medicine

Using natural language processing-assisted models to confirm MGUS diagnoses in Veterans’ electronic health records Speaker: Po-Yin Yen, Institute for Informatics, Washington University School of Medicine in St. Louis

Using structured knowledge to help identify and prevent M-bias Speaker: Scott Malec, PhD, University of Pittsburgh Department of Biomedical Informatics

When BERT Fails – The Limits of EHR Classification Speaker: Augusto Garcia Agundez Garcia, PhD, Brown University

A Computational Respiration Factor to Detect Abnormal Respiratory Patterns Using a Hydraulic Bed Sensor for Older Adults Aging-in-place Speaker: Pallavi Gupta, University of Missouri Columbia

A National Nudge Study of Different Framed Message to Increase COVID-19 Vaccine Uptake in Saudi Arabia: A Randomized Controlled Trail Primary Speaker: Mohammed Alhajji, Ministry of Health

An exploration of the Associations between Work-Related Technology Usage Outside of Clinical Hours and Burnout: A Report on Preliminary Data from a Pilot Study Speaker: Tamara Bahr, MScCH, PhD(c), University of Toronto

Browser-based Infographic Tailoring Self-service Interface (BITSI) Speaker: Adriana Arcia, PhD, RN, University of San Diego

Comprehensive Mapping of Presenting Symptoms in the Emergency Department and Inpatient Setting Speaker: Christopher Wilson, VA Salt Lake City Health Care System

Development of an algorithmic event-driven data release model for the care of individuals suffering from symptomatic genetic diseases. Speaker: Ryan Krishna, University of Pittsburgh

Distinguishing Admissions Specifically for COVID-19 from Incidental SARS-CoV-2 Admissions Speaker: Jeffrey Klann, MEng, PhD, FAMIA, Harvard Medical School

Entity Anchored ICD Coding Speaker: Han-Chin Shing, Amazon

Evaluation of Shared Decision-Making for Concomitant Warfarin and NSAID Medications using the DDInteract App Speaker: Thomas Reese, Vanderbilt University Medical Center

Eye-SpatialNet: Spatial Information Extraction from Ophthalmology Notes

Identity Management Challenges in a State COVID-19 Vaccination Registry Speaker: Biya Cham, UT Southwestern Medical Center, Dallas, TX, USA

Investigating Genetic Factors in Predicting Cancer Treatment Induced Cardiotoxicity of Breast Cancer Patients Speaker: Athena Wang, Phillips Exeter Academy

Investigating the Shared Genetic Underpinnings in Systemic Lupus Erythematosus and Rheumatoid Arthritis Speaker: Sachleen Tuteja, Illinois Mathematics and Science Academy

Machine Learning to Identify Respiratory Sequelae in Patients with COVID-19 Speaker: Zachary Strasser, MD, MBI, MBA, Massachusetts General Hospital/ Harvard Medical School

Medication-Wide Association Study Plus (MWAS+): A New Approach to Drug Repurposing Speaker: Yan Cheng, George Washington University

Predicting postoperative lung cancer recurrence and survival using Cox proportional hazards regression and machine learning Speaker: Lucy Pu, North Allegheny Senior High School

Probing Radiology Patient Experience Feedbacks with Aspect-based Sentiment Analysis Speaker: Ming Huang, Mayo Clinic

Prompt-based Learning for Assertion Classification in Clinical Notes Speaker: Yifan Peng, Weill Cornell Medicine; Dept of Population Health Sciences; Div of Health Informatics

So You?ve Found a Healthcare Disparity, Now What? Speaker: Rohan Chanani, The Paideia School

Addressing Medical Student Exposure to the Field of Clinical Informatics Speaker: Alyssa Chen, UT Southwestern Medical Center

Launch of an Interdisciplinary Health Informatics Concentration within a Bachelor of Science of Information Science Program: Lessons Learned and Future Directions Speaker: Christina Eldredge, University of South Florida Health

A Student Satisfaction Survey Analysis for Graduate-level Medical Informatics Internships Speaker: Adiebonye Jumbo, SUNY Downstate Health Sciences University

Systematic Review of the Quantitative Methods Used to Evaluate the Usability of electronic medication administration records (eMAR) and bar-coded medication administration (BCMA) Speaker: Zoe Pruitt, MA, MedStar Health

Using the Roter Interaction Analysis Scale (RIAS) with Positive and Negative Affect Scores to Signal Pivotal Moments in Patient-Provider Interactions Speaker: Kimberly Sladek, UCSD Speaker: Alexandra Andreiu, UCSD

Training Digital Natives to Transform Healthcare: A Tiered Model for Integrating Health Informatics in Undergraduate Medical Education Speaker: Jacqueline Soegaard, MD, Penn Medicine

Building the Vanderbilt Integrated Teaching and Learning System (VITALS) and VITALS Spotlight Tool Speaker: Shane Stenner, MD, MS, Vanderbilt University Medical Center

Training a Transferrable Clinical Language Model from 75 million Notes Speaker: Madhumita Sushil, UCSF

Developing and Evaluation of Computational Phenotypes of Metastatic Breast Cancer Using All of Us Data Speaker: Chenyu Li, University of Pittsburgh

Applying Visual Analytics in Medical Education: A Preliminary Systematic Scoping Review. Speaker: Scott Vennemeyer, University of Cincinnati, College of Medicine

A Scalable Tool for Realistic Health Data Re-identification Risk Assessment Speaker: Weiyi Xia, Vanderbilt University Medical Center

An Innovative Virtual Focus Group Approach to Enhance Engagement Within Health Informatics Research: Building Consensus Among Health Professionals in Digital Compassion Speaker: David Wiljer, University Health Network, University of Toronto, Centre for Addiction and Mental Health

Machine Learning Application of Long-term Antidepressants Prescribing Prediction Using Electronic Health Record Data Speaker: Khuder Alaboud, University of Missouri - Columbia

The PheRS R package: Phenotype risk score generation and analysis tool using electronic health record data Speaker: Layla Aref, Department of Biomedical Informatics, Vanderbilt University

Prospective Validation of a Suicide Attempt Risk Model in Transgender Patients Speaker: Robert Becker, Department of Biomedical Informatics, Vanderbilt University

AutoDX: Hospitalist Pilot to Further Reduce Coding Queries Speaker: Sean Bernstein, MD, University of Chicago Hospitals

Evaluating Fairness of Synthetic Healthcare Data Models Speaker: Kristin Bennett, Rensselaer Polytechnic Insitute

Optimizing Strategies of Pressure Reactivity Index and Optimal Cerebral Perfusion Pressure Identification for Cerebral Autoregulatory-Guided Clinical Decision Support Speaker: Jennifer Briggs, Univ of Colorado, Denver-Anschutz Medical Campus

Maximizing Interoperability, Enriching EHR Data: Transforming HL7 FHIR Data to RDF Using the FHIR RDF Playground Speaker: James Champion, UNC at Chapel Hill

Physicians’ Electronic Health Record Use Styles and Patient Experience Speaker: Andrew Cooper, MPH, MS, Northwestern University Feinberg School of Medicine

Clinical Staff EHR Usability and Satisfaction: Preliminary Results of A Multi-Site, Pre-Post Implementation Evaluation Speaker: Courtney Diamond, Columbia University Department of Biomedical Informatics

Virtual Visits in Pediatric Orthopaedic Conditions: An Evaluation of Patient Satisfaction and Areas of Improvement Compared to In-Person Visits Speaker: Dominic King, Department of Orthopaedic Surgery, Cleveland Clinic

Improving Sepsis Management by Evaluating the User Interface of a Novel Suite of Electronic Health Record Support Tools Speaker: Marshall Frieden, MD, Ochsner Health System

Utilizing the Electronic Health Record to Minimize Inpatient Sleep Disruptions Speaker: Brianna Glover, Children's Healthcare of Atlanta & Emory University

Computer Aided Documentation: Better Than Dictation Speaker: Jakub Furmaga, UT Southwestern Medical Center

Comparison of the digital health strategies of Tanzania and Germany: First results of a comparative policy analysis Speaker: Felix Holl, Neu-Ulm University of Applied Sciences

Framework for Assessing the Impact of Digital Technologies on Value and Outcomes in Healthcare Speaker: Allison Lipitz-Snyderman, MSK

Perceptions of Dietary Restrictions in Patients with Heart Failure Speaker: Andrew Boyd, University of Illinois at Chicago

Creation of an Operational Dashboard Facilitates Implementation of 4M's into Primary Care Speaker: James Powers, Vanderbilt University Medical Center

Developing a disease-specific symptom vocabulary for natural language processing Speaker: Meghan Reading Turchioe, Columbia University School of Nursing

HL7 Fast Healthcare Interoperability Resources (FHIR®) Training at the US National Institutes of Health Speaker: Steve Tsang, National Institutes of Health

Predicting Cancer Treatments Induced Cardiotoxicity of Breast Cancer Patients Using Electronic Health Record Speaker: Sicheng Zhou, University of Minnesota Institute for Health Informatics

HIPAA Safe Harbor (HuSH) Common Data Models for Education Speaker: Sofia Dard, School of Medicine, University of North Carolina at Chapel Hill

Signaling Sepsis Clinical Decision Support Pilot: Iterative Design, Implementation, and Evaluation Speaker: Robin Littlejohn, MedStar Health Speaker: Kristen Miller, MedStar Health National Center for Human Factors in Healthcare

Opioid Tapering Application Pilot: Strategies, Facilitators, and Barriers to Implementation of a Clinical Decision Support Solution for Chronic Pain Management Speaker: Robin Littlejohn, MedStar Health

Investigating risk patterns for suicide attempts in diabetes patients using association rules mining Speaker: Ploypun Narindrarangkura, University of Missouri - Columbia

Extending the Standard REDCap Dictionary Definitions Using REDCap Speaker: Andrew Niederhausern, MSKCC

Analysis of Call-Back Requests for an ePRO Asthma Symptom Monitoring App Integrated into Primary Care Speaker: Jorge Sulca Flores, Brigham & Women's Hospital

Using deep learning to incorporate longitudinal health factors into 10-year atherosclerotic cardiovascular disease (ASCVD) risk prediction in the Lifetime Risk Pooled Project (LRPP) Speaker: Jingzhi Yu, Northwestern University Feinberg School of Medicine; Stanford University School of Medicine

Examining Stakeholder Perspectives on the Development, Implementation, and Measurement of Clinical Decision Support-Based Interventions for Shared Decision-Making Speaker: Maya Gerstein, DrPH, MPH, Agency for Healthcare Research and Quality

Patient Request for Correction Using HL7® FHIR® Speaker: Virginia Lorenzi, New York Presbyterian Hospital, Columbia University-DBMI

Impact of Decision Support to Aid Consumers in Health Benefits Selection Speaker: Mollie McKillop, IBM Watson Health

Adherence to home telemonitoring and its effects on blood glucose control for diabetes in the real-world setting Speaker: Sulki Park, Texas A&M University

Systematic Review of Consumer Wearables for Sedentary Behavior Speaker: Blaine Reeder, University of Missouri - Columbia

Standardizing Natural Products in Adverse Event Reports with Siamese Recurrent Networks Speaker: Tanupat Boonchalermvichien, University of Pittsburgh

An Analysis of Electronic Health Information Privacy in Older Adults and Caregivers: Results from a National Survey Speaker: Yong Choi, University of California Davis, School of Medicine

Applying Design Thinking to Raising Awareness of Infant Mortality: A Case Study of Rural Communities in Indiana Speaker: Tim Huang, University of Pittsburgh

Impact of COVID-19 on Infection Control in a Small Independent Hospital Speaker: David Kaufman, SUNY Downstate Health Sciences University

Reddit Caregiver Support Forums: NLP and Visualization for Digestion of Complex Themes Speaker: Catherine Shoults, Department of Biomedical Informatics, University of Arkansas for Medical Sciences

Advancing Public Health Equity: A Proposed Framework across AI Workflows Speaker: Micaela Siraj, Georgia Tech Research Institute

SentenCy: An Open-source Tool for Improving Biomedical Named Entity Recognition Speaker: Grant DeLong, Geisinger Health System

Machine Learning Approach to Stratify Breast Cancer Subtypes and Identify Potential Biomarkers Speaker: Julie Karam

Brain Imagine Genetics Knowledge Graph for Alzheimer’s Disease Speaker: Kevin Shen, Harriton High School

Poster Session 1 Preview

Poster Session 2 Preview

Exhibition Hall Open

Exhibition Hall Open

Exhibition Hall Open

Exhibition Hall Open

Exhibition Hall Open

Poster Session 2

AI Showcase: Healthcare Impacts of Real-Time Sepsis Risk Prediction Workflows for Hematopoietic Cell Transplant Recipients

“Data Donation” or “Data Sharing”? A Scoping Review Characterizing Language Use in mHealth Research Involving Person-generated Health Data Speaker: Shanshan Song, Johns Hopkins School of Medicine - Division of Health Sciences Informatics

A Full and Approximated Model for Predicting Infection-Related Adverse Events in a Home Health Care Population Speaker: Jingjing Shang, Columbia University School of Nursing

A Multidisciplinary System Design Workshop to Adapt Interoperable Clinical Decision Support Tools for Chronic Pain Speaker: Christopher Harle, Indiana University

Addressing Social Determinants of Health: What is Needed for High Quality Data? Speaker: Yasemin Akdas, Vanderbilt University Medical Center Department of Biomedical Informatics

AI Showcase: A Deductive Data-Driven Pipeline Powered by MLHO for Post-Acute Sequelae of COVID-19 (PASC) Phenotyping Speaker: Arianna Dagliati, University of Pavia

AI Showcase: A Theory-based Evaluation of a Clinical Decision Support System to Predict New Onset of Delirium

AI Showcase: Automated and Accessible Diagnosis of Age-related Macular Degeneration: a Comparative Analysis of the impact of machine learning models in clinical diagnostic Workflows Speaker: Qingyu Chen, NIH

AI Showcase: Evaluating a Vendor-derived Pediatric Sepsis Predictive Model in Acute Care Settings Speaker: Daniel Liu, University of Arkansas for Medical Sciences / Arkansas Children's Hospital

AI Showcase: Comprehensive Evaluation of Health Impact of an ML-Based CDS Solution Integrated with Remote Device: Protocol for RCT in Children with Asthma Speaker: Chung-Il Wi, Mayo Clinic Minnesota

ALS community pressing issues: lessons from a survey Speaker: Raquel (Kely) Norel, IBM Research

AMIA 25x5 Health IT Vendor Workstream

AMIA 25x5 Policy & Advocacy Workstream

AMIA 25x5 Providers & Health Systems Workstream

An Interpretable Machine Learning Approach to Prioritizing Factors Contributing to Clinician Burnout Speaker: Malvika Pillai, UNC Carolina Health Informatics Program

Analysis of Oral Microbiome to Identify Biomarkers of Oral Mucositis Speaker: Jessica Zielinski, Medical University of South Carolina

Annotation Enhancement of Synthetic Family History Corpus Speaker: Liwei Wang, Mayo Clinic

Applying Design Thinking to Develop a Mobile App for Patients with Suicide Risk Speaker: Bengisu Tulu, Worcester Polytechnic Institute Speaker: Fatima Varzgani, Worcester Polytechnic Institute

Artificial Intelligence, Design and Telemedicine: non-stigmatizing devices for symptoms relief Speaker: Sara Marceglia, Università degli studi di Trieste

Assessment of Real-World Health Applications on FHIR Speaker: Ashley Griffin, Stanford University & VA Palo Alto Health Care System

AutoScore-Ordinal: An Interpretable Machine Learning Framework for Generating Scoring Models for Ordinal Outcomes Speaker: Yilin Ning, Duke-NUS Medical School Speaker: Nan Liu, National University of Singapore

Better PROSPECT for cancer care: Supporting the generation and delivery of knowledge for decision making at tumor boards with the Precision Oncology System for Prediction, Engineering, and Clinical Translation (PROSPECT) Speaker: Austin Vo, VA Boston Healthcare System

Building a Breast Cancer Learning Health System Speaker: Jeremy Petch, PhD, Hamilton Health Sciences

Building Determinants of Health Ontology of Mappable Elements (DHOME) Speaker: Alexander Alekseyenko, Medical University of South Carolina

Can E-Triggers Identify Cases of Diagnostic Error Hospitalized Patients? Analysis of Two High-Risk Cohorts Speaker: Kaitlyn Konieczny, Brigham and Women's Hospital/Harvard Medical School

CIHLex: Complementary and Integrative Health Lexicon Speaker: Huixue Zhou, Institute for Health Informatics (IHI), University of Minnesota

Clinical Decision Support Intervention to Improve Nutritional Evaluation Consistency in Pediatric Patients with Feeding Tubes Speaker: Derek Ngai, UT Southwestern Medical Center, Dallas

Clinical Decision Support to Reduce Nephrotoxic Medication-Associated Acute Kidney Injury in Non-Critically Ill Hospitalized Children Speaker: Bayley Bennett, Emory University School of Medicine

Clinician perceptions of AI notifications and early system performance data from pilot phase of LINK-HF2 study Speaker: Charlene Weir, University of Utah Department of Biomedical Informatics

Comparison of Charlson Comorbidity Index to Laboratory results-based Scores for Mortality Prediction Speaker: Gaurav Shetty, Geisinger Health Systems

Complementing ICD Codes with Nurses’ Assessment Data Can Improve the Identification of Patients with Hearing and Visual Impairments Speaker: Urszula Snigurska, BSN, RN, University of Florida College of Nursing Speaker: Sarah Ser, MS, University of Florida

Creation of an interactive and clinically relevant EHR curriculum for medical students Speaker: Julie Westover, UC San Diego School of Medicine

Deep Learning-based Rare Disease Patient Classification Using Phenotypes Speaker: Xiang Zhou, Sema4

Detecting Patterns of Chemotherapy Administration Using Cluster Analysis in Breast Cancer Patients Speaker: Julia O'Rouke, TriNetX, LLC

Developing a Data Pipeline to Facilitate the Understanding of the Interrelationships Between Humans and Technology in Smart Buildings Speaker: Andy Gao, University of Cincinnati

Developing a Note Template to Improve the Understanding and Actionability of Clinical Notes for Diabetic Patients Speaker: Shwetha Bindhu, University of Cincinnati Department of Biomedical Informatics Speaker: Tripura Vithala, University of Cincinnati

Developing and Mapping Pediatric Phecodes (Phecode-Peds) Speaker: Monika Grabowska, Vanderbilt University

Diffusion Tensor Imaging as a Biomarker for Pediatric Cardiac Arrest Outcomes Speaker: Joy Roy, University of Pittsburgh, Department of Biomedical Informatics

Digital tools to help parents screen their child for autism are of low quality Speaker: Benjamin Sanders, MD, MSPH, MS, OHSU Department of Pediatrics

Disparities in Patient Portal Use in Radiotherapy Treated Patients in the Era of COVID-19 Speaker: Samuel Jean-Baptiste, Vanderbilt University Medical Center

Enhancing the Value of Digital Health Support for Mental Health Help-Seeking in Transitional Aged Youth: What should we do next? Speaker: Brian Lo, Centre for Addiction and Mental Health

Epidemiological topology data analysis links severe COVID-19 to RAAS and hyperlipidemia associated metabolic syndrome conditions Speaker: Kahn Rhrissorrakrai, IBM Research

Evaluation of ICU Severity Scores and Mortality Prediction by Race and Ethnicity: A Machine Learning Approach Using MIMIC-IV Speaker: Catherine Gao, Northwestern University Feinberg School of Medicine

Examining the impact of sex differences and the COVID-19 pandemic on health and health care: findings from a national cross-sectional study Speaker: Jiancheng Ye, Northwestern University Feinberg School of Medicine

Exploring COVID-19 outreach strategies to promote vaccine equity: Lessons for healthcare systems Speaker: Serena Jinchen Xie, Biomedical Informatics and Medical Education, University of Washington

Fast Textual Corpus Retrieval from Electronic Health Records using PDF Parser and TxtSplit Tools Speaker: Yiming Li, The University of Texas Health Science Center at Houston (UTHealth) School of Biomedical Informatics

Formative Evaluation of an SMS-Based Information Service for Maternal Health Program in a Geographically Isolated Area in the Philippines Speaker: Aldren Gonzales, University of the Philippines Manila

Found in Translation: Transforming Rules-Based Diabetes Phenotyping Algorithms into Reproducible Diabetes Cohorts from Real-World Data Speaker: Erin Tallon, MS, RN, University of Missouri Institute for Data Science & Informatics

From Rules to Machine Learning: Upgrading Aging Clinical NLP Systems Speaker: Hannah Eyre, US Department of Veterans Affairs

Gleaning Prediabetic Risk and Associated Factors from Homecare Nursing Notes Using Natural Language Processing Speaker: Kyungmi Woo, Seoul National University

Health Information Technology Adoption and Utilization in Long-Term and Post-Acute Care Settings Speaker: Rebecca McGavin, RTI International

High-throughput assessment of genomic outcomes: development and validation of the HI-TAG knowledgebase Speaker: Josh Peterson, Vanderbilt University Medical Center

How to Improve Digital Wellbeing Interventions? Preliminary Study of Factors Affecting Intervention Engagement, Impact, and Habit Formation Speaker: Mor Peleg, University of Haifa

Identifying Patients from Sentences: A Label-to-Label Classification Model to Predict Who May Benefit from Pulmonary Rehabilitation Speaker: Gary Weissman, University of Pennsylvania

Improving Cell Type Classification in Histology Images with Active Learning Speaker: Justin Xiang, Horace Greeley High School

Improving the Coverage of Food Allergy in Clinical Terminologies Speaker: Mark Wlodarski, Northwestern University - Feinberg School of Medicine

Improving the Performance of Large Language Models by Domain-Specific Pre-Training on Clinical Documents Speaker: Bryan Steitz, Vanderbilt University

Leveraging EHR Audit Log Data to Unlock New Insights into Care Processes and Outcomes Speaker: Christian Rose, Stanford University, School of Medicine

Leveraging Natural Language Processing Tool to Identify Eligible Lung Cancer Screening Patients in the Electronic Health Record Speaker: Siru Liu, Department of Biomedical Informatics, Vanderbilt University Medical Center

Leveraging the Electronic Health Record to Increase Sleep-Friendly Medication Schedules in the Inpatient Setting Speaker: Sullafa Kadura, MD, MBA, University of Rochester Medical Center Speaker: Lauren Eisner, BA, University of Rochester, School of Medicine and Dentistry

Machine learning and natural language processing for classifying infant feeding status from clinical notes Speaker: Dominick Lemas, University of Florida, Medicine College

Mapping Family History Information from Clinical Narratives to Ontologies or Terminological Resources Speaker: Sungrim Moon, Mayo Clinic

Measuring the Effect of EHR Data Quality in Identifying Type 2 Diabetes Population Across Common Phenotype Definitions of Diabetes Speaker: Priyanka Sood, Johns Hopkins University

Modeling to Improve Identification of Peripheral Artery Disease Cohorts from Administrative Data Speaker: Patrick Heindel, MD, Brigham and Women's Hospital/ Harvard Medical School

Normalization of free-text annotated entries increases accuracy of diagnoses coding for quality reporting Speaker: Amy Loriaux, PhD, Intelligent Medical Objects

Optimizing Clinical Research Eligibility Prescreening: An Iterative Usability Evaluation of an NLP-driven Cohort Identification Tool Speaker: Betina Idnay, MPhil, BSN, RN, Columbia University Department of Biomedical Informatics

Pain and opioid research evidence base: NIH Heal CDEs Speaker: Katherine Sward, PhD, RN, University of Utah

Patient Experiences with a Technology-Facilitated N-of-1 Clinical Trial for Shared Decision-Making about Beta-Blocker Medication Usage Speaker: Sabrina Mangal, Weill Cornell Medicine; Dept of Population Health Sciences; Div of Health Informatics

Patient Opening Rates for Open Notes Speaker: Chelsea Michael, Memorial Sloan Kettering Cancer Center

Phenotyping Hepatic Immune-Related Adverse Events After Immune Checkpoint Inhibitor Therapy Speaker: Theodore Feldman, Department of Veteran's Affairs, VA Boston Healthcare System

Post-Hoc Ensemble Generation for Clinical NLP: A Study of Concept Recognition, Normalization, and Context Attributes Speaker: Paul Heider, Medical University of South Carolina

Preliminary Performance of a Real-time EHR-embedded Predictive Algorithm for Diagnostic Error in ICU Patients Speaker: Anuj Dalal, Brigham and Women's Hospital

Profiling Tox21 Bioassay Towards Drug Repurposing for Rare Diseases Speaker: Fang Liu, NCATS

Provider and Older Patient Responses to Rapid Expansion of Telehealth Care in an Urban Cancer Center Speaker: Robin Higashi, University of Texas Southwestern Medical Center

Quality Assessment of Functional Status Documentation in EHR Across Institutions Speaker: Sunyang Fu, mayo clinic

Quality evaluation of mHealth technologies for COVID-19 using the Mobile Application Rating Scale (MARS): The Philippine Perspective Speaker: Aldren Gonzales, University of the Philippines Manila

Quantifying the Perioperative Risks for Patients on Buprenorphine for Substance Use Disorder Using a Large National Database Speaker: James Hitt, University at Buffalo School of Medicine and Biomedical Sciences

Quantitative Assessment on “Freshness” of Hyperlinked Online Resources for COVID-19 Speaker: Meredith Abrams, Arizona State U, Mayo Clinic

Queering the EHR: Uncovering the embedded cisheteronormativity in health information technology Speaker: Reggie Casanova-Perez, Department of Biomedical Informatics and Medical Education, University of Washington

Relationship Between Neighborhood Opportunity and Deprivation Indices and Healthcare Utilization for Children with Central Nervous System Tumors Speaker: Yvette Tran, MS, Indiana University Richard M. Fairbanks School of Public Health

Resemblance Distantly Supervised Approach to Extract Triplet Information from Randomized Control Trials of Breast Cancer Speaker: Duo Wei, Stockton University

Risk Factors and Algorithms to Predict Return to Play in Sports Medicine: A Preliminary Systematic Scoping Review Speaker: Abraham Kim, University of Cincinnnati

Successful rollout of a Transfusion Dashboard Speaker: Jennifer Murdock, Vanderbilt University Medical Center

Sustaining Connections Amidst COVID-19: Implementation of an Inpatient Mental Health Tablet Program Speaker: Julia So young Kim, RN, Centre for Addiction and Mental Health

Symptom Phenotypes and Predictors of Unrelieved Symptoms in Individuals with Chronic Conditions: A Cross-sectional Analysis of the All of Us Research Program Survey Data Speaker: Caitlin Dreisbach, University of Rochester

Technology Prevalence in Childhood by Parent Reports: An Opportunity for Obesity Prevention Speaker: Lisa Gawronski, University of Florida

The AIM-AHEAD Data Science Training Core Speaker: Legand Burge, Howard University

Towards Equitable Enrollment into a Clinical Trial of a Digital Health Intervention using Multi-Pronged Recruitment Strategy Speaker: Savanna Plombon, Brigham and Women's Hospital

Transferring Process Knowledge and Protocol Structure in a Continuous Remote Patient Monitoring Program: Heart Failure to Ileostomy Clinical Use Case Study Speaker: Wei Ning Chi, Research Institute / NorthShore University HealthSystem

User requirements for a search feature in health information technology systems: A pilot study of emergency physicians Speaker: Katy Stewart, Indiana University School of Informatics and Computing & Regenstrief Institute

Using Data Assimilation to Predict Post-Operative Bariatric Surgery Glycemic Status in Adolescents Speaker: Lauren Richter, Columbia University Irving Medical Center

Utilization of Electronic Health Record Gender Demographic Fields: A Metadata Analysis Speaker: Dinah Foer, Brigham and Women's Hospital, Harvard Medical School

Validating Data-Driven Clinical Fingerprints as an Input Feature Representation Speaker: Marco Barbero Mota, Department of Biomedical Informatics, Vanderbilt University

Validation of a Smartphone Pupillometer in Healthy Subjects Speaker: Anthony Maxin, Creighton University School of Medicine

Visual Interview Elicitation Using Online Tools in the Context of Dementia: Preliminary Review and Recommendations Speaker: Anne Turner, University of Washington

When Alerts Work as Expected but Not as Intended: Situation Awareness for Patients with Cardiac Shunt at High Risk of Rapid Deterioration Speaker: Sarah Thompson, Children's Healthcare of Atlanta

A First Step to Uncovering Hidden Symptoms and in Patients with Acute Myeloid Leukemia using Natural Language Processing Speaker: Sena Chae, University of Iowa

Applying Natural Language Processing to Medical Examiner Notes Speaker: Shamsi Berry, Western Michigan University Homer Stryker MD School of Medicine

Blind Inference: An Automated Privacy-Preserving Prediction Service using Secure Multi-Party Computation for Medical Applications Speaker: Gharib Gharibi, TripleBlind

Building Trust in Research Through Information and Intent Transparency with Health Information Speaker: Sabrina Mangal, Weill Cornell Medicine; Dept of Population Health Sciences; Div of Health Informatics

Continuous Remote Patient Monitoring: Evaluation of the Cascade Heart Failure Study Phases 1 and 2 Speaker: Wei Ning Chi, Research Institute / NorthShore University HealthSystem

Evolution of Electronic Exchange of Public Health Vaccination Reporting and Queries in COVID-19 context: Minnesota Immunization Information System Speaker: Sripriya Rajamani, Institute for Health Informatics, University of Minnesota

Geospatial divide in real-world EHR data: Analytical workflow to assess regional biases and potential impact on health equity Speaker: Serena Jinchen Xie, Biomedical Informatics and Medical Education, University of Washington

How physicians use EHR data to classify sensitive medical records? Thematic analysis Speaker: V S.V. Sneha Pragada, ASU

Implementing a Postoperative Checklist: Quality, Safety, and Revenue Speaker: Chetan Aher, MD, Vanderbilt University Medical Center Speaker: Laura Schaefer, Vanderbilt University Medical Center

Literature Knowledge Graphs for Risk Modeling: a use case on Diabetes Speaker: Joao Bettencourt-Silva, IBM Research

Regulatory Oversight and Public Perceptions of Prediction in Healthcare Speaker: Paige Nong, University of Michigan

Returning Study Results to Research Participants: Data Access, Format, and Sharing Preferences Speaker: Stephanie Nino de Rivera, Weill Cornell Medical College

Supporting Interprofessional Collaboration through Clinical Documentation: An Exploration of Doctors? and Nurses? Reasoning Processes Speaker: Katherine Blondon, Hopitaux Universitaires de Geneve

Understanding Barriers and Facilitators to Resilient Cancer Care Speaker: Megan Salwei, PhD, Vanderbilt University Medical Center

Understanding Mechanisms of Missingness for Unspecified Diabetic Retinopathy Disease Severity in the Electronic Health Record: An IRIS® Registry Analysis Speaker: Durga Borkar, Duke University

Integrating Clinical Informatics into Undergraduate Medical Education Curriculum: Innovations and Challenges Speaker: Jessica Davila, PhD, Baylor College of Medicine

Oncologist Opinion and Use of a Machine Learning-Powered Clinical Decision Support System to Aid Serious Illness Conversations for Lung Cancer Patients Speaker: Teja Ganta, Icahn School of Medicine at Mount Sinai

Emerging Trends in Health Information Technology: Results from a Horizon Scan Speaker: Sadaf Kazi, National Center for Human Factors in Healthcare, MedStar Health Research Institute

Exploration of Disease Pathways Using Simple Graph Comparison Methods Speaker: Mikhail Kovalenko, University of Missouri

Ethical Review of Human and Organizational Factor Research in the Context of AMIA’s Code of Professional and Ethical Conduct Speaker: Craig Kuziemsky, MacEwan University

Hacking Mental Health: A Vanderbilt Clinical Informatics Center Hackathon Speaker: Elise Russo, MPH, Vanderbilt University Medical Center

Building a Pipeline for Clinical Alerts Generated via Natural Language Processing Speaker: Dan Albert, Vanderbilt University Medical Center Speaker: Adam Wright, Vanderbilt University Medical Center

Reproducibility in comparative effectiveness and safety of ACE inhibitors and thiazides for modified monotherapy treatment criteria Speaker: Tara Anand, Columbia University Irving Medical Center

Assessing the Use of a Clinical Decision Support Tool for Pain Care Information in Primary Care Speaker: Nate Apathy, MedStar Health Research Institute

Enhancing Value Set Maintenance for Transferring Harmonized Laboratory Data from Health Care Institutions to Registries Speaker: Sara Armson, RTI International

Leverage EMR to Change Practice Patterns and Streamline Non-EMR Workflows - An Interfacility Transfer Process Improvement Effort with Far Reaching Implications Speaker: Sashank Kaushik, U.S. Veterans Health Administration

Challenges in Custom Machine Learning Model Implementation in a Vendor System: Use of a Deep Learning Model for Pediatric CLABSI Prediction Speaker: Jonathan Beus, MD, MSCR, Children's Healthcare of Atlanta

A Multidisciplinary Approach to User-Centered Design: Optimizing Reporting of Stroke Quality Metrics Speaker: Christine Boerman, RN, CNRN, SCRN, University of Rochester Medical Center

Leveraging Biolink for Interoperability between Semantic Models Speaker: Ian Braun, Critical Path Institute

Telemedicine Second Opinions: A Promising Mechanism for Expanding Equitable Access to Subspecialty Oncology Expertise Speaker: Susan Chimonas, PhD, Memorial Sloan Kettering Cancer Center

A Framework for Generating Synthetic Clinical Datasets with Learning Effects to Support Methods Development and Validation Speaker: Sharon Davis, PhD, Vanderbilt University School of Medicine

A consortium blockchain for secure, unified, and efficient sharing of EHR and genomics data Speaker: Ahmed Elhussein, Columbia University Dept. of Biomedical Informatics

Acceptance and Use of a Mobile Yoga Application by Breast Cancer Survivors: A Brief Intervention Study Speaker: Sayantani Sarkar, University of California - Davis

Validation of a Two-year Risk Prediction Model for Undiagnosed Atrial Fibrillation Using National Electronic Health Record Data Speaker: Saira Haque, Pfizer Pharmaceuticals

Improving Ease and Fidelity of Identifying the Correct Patient Care Provider Speaker: Arjun Gokhale, Stanford Biomedical Informatics Training Program

Tracking In-Basket Messages to Improve Physician Satisfaction & Reduce Burnout , Sentayehu Kassa, M.D Brett Moran, MD Speaker: SENTAYEHU Kassa, PARKLAND HOSPITAL

Real-Time Performance Measure Driven Suicide Prevention Care Monitoring and Care Delivery Enhancement in the U.S. Department of Veterans Affairs Speaker: David LaBorde, Brain Trust Advisors, LLC

Usability Inspection of the MAISIE mobile CDS app Speaker: Blaine Reeder, University of Missouri - Columbia

Pressure Injury Prevention: A Focused Care Approach Using Predictive Analytics Speaker: Thomas Reese, Vanderbilt University Medical Center

A Novel Zero-shot Learning Framework for Clinical Text Classification Speaker: Sonish Sivarajkumar, University of Pittsburgh

Medication Reconciliation Module Use Leads to Earlier Discharge Time Speaker: Melissa Van Cain, OU Health

A Predictive Model to Identify Patients for Palliative Care Assessment Speaker: Raman Srinivasan, IBM

Validating Complex Phenotypes: A Structured Approach for Dementia Speaker: David Dorr, Oregon Health & Science University

Relational FHIR: Converting FHIR’s Hierarchal Schema Speaker: Adam Lee, University of North Carolina at Chapel Hill

Identifying risk factors of suicide attempts among people with diabetes using LASSO regression Speaker: Ploypun Narindrarangkura, University of Missouri - Columbia

Predicting the Retention of Subsequent Surveys in the All of Us Speaker: Lina Sulieman, Vanderbilt University

Quantifying the problem of inconsistent missing data handling across the pipeline of Clinical Prediction Models: A simulation study Speaker: Antonia Tsvetanova, The University of Manchester

Topic Analysis in Biomedical Informatics:A analysis of 20 years’ of papers in Journal of Biomedical Informatics Speaker: yumeng yang, The University of Texas Health Science Center at Houston (UTHealth) School of Biomedical Informatics

Validating Readability Measures on Online Health Information: A Preliminary Systematic Scoping Review Speaker: Anunita Nattam, University of Cincinnati Department of Biomedical Informatics

A Pilot Study of Automated Approaches to Translate Health Illiterate Language Speaker: Yanshan Wang, University of Pittsburgh

Community champions as health informatics partners in co-production Speaker: Connie Yang, University of Washington

Developing a Risk Prediction Model for 30-Day Readmission after Hospitalization from COVID-19 Speaker: Aize Cao, Meharry Medical College

What Are the Mental Health Needs of Caregivers of Alzheimer’s Disease and Related Dementias (ADRD) Patients during the COVID-19 Pandemic? A Natural Language Processing Analysis of Online Caregiver Discussion Forum Speaker: Yong Choi, University of California Davis, School of Medicine

Systematic Review of Mobile Integrated Health interventions to facilitate telehealth usage among older adults Speaker: Melani Ellison, Weill Cornell Medicine

Assessing Pandemic Readiness to Promote Equity in Institutional Health IT Speaker: Yalini Senathirajah, University of Pittsburgh Medical School

Mobile apps for suicide prevention: Developing an evidence-based framework for essential features Speaker: Lydia Sequeira, Centre for Addiction and Mental Health/ Canada Health Infoway

Piloting Family Health History Chatbot with Crowd-Sourced Data Collection Speaker: Michelle Nguyen, Johns Hopkins University School of Medicine