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Program Schedule

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SUN, MAR 17
MON, MAR 18
TUE, MAR 19
WED, MAR 20
THU, MAR 21
FRI, MAR 22

Tuesday, Mar 19, 2024

Tuesday, Mar 19, 2024 7:30 AM - 8:30 PM EDT

Clinical Research Informatics Working Group

General Conference

Location: Clarendon

2024031907:3020:30 000

TUE, MAR 19

CF73417B-8AB4-EE11-80F8-E37A24129F39

Tuesday, Mar 19, 2024

Tuesday, Mar 19, 2024 1:30 PM - 3:00 PM EDT

Neurological Disease Subtyping and Prediction

Speaker(s):

Session Chair: Vesela Kovacheva

Oral Presentation

Topology-based Clustering of Functional Brain Networks in an Alzheimer’’s Disease Cohort
Speaker: Frederick Xu

A Traumatic Brain Injury Prescreening Tool for Intimate Partner Violence Patients Using Initial Clinical Reports and Machine Learning
Speaker: Abheet Singh Sachdeva

Cluster Analysis of Cortical Amyloid Burden for Identifying Imaging-driven Subtypes in Mild Cognitive Impairment
Speaker: Bojian Hou

Multivariate mediation analysis with voxel-based morphometry revealed the neurodegeneration pathways from genetic variants to Alzheimer’s Disease
Speaker: Shizhuo Mu

An Exploration of Minimally Stable Feature Set Discovery by Consensus-based Feature Selection Approach for Early Detection of Amyotrophic Lateral Sclerosis
Speaker: Askar Safipour Afshar

Prognostic Cachexia Sub-phenotypes in Weight Loss Severity Trajectories
Speaker: Noah Forrest

Location: Arlington Room

Session Code: S12

Session Credits: 1.50

Location: Arlington Room

Session Code: S12

Session Credits: 1.50

2024031913:3015:00 004

TUE, MAR 19

711DBF0D-64BC-EE11-80F8-E37A24129F39

Tuesday, Mar 19, 2024

Tuesday, Mar 19, 2024 3:30 PM - 5:00 PM EDT

Informatics Summit System Demonstrations 1

Speaker(s):

Session Chair: Luke Rasmussen

Systems Demonstration

Learngle: Analytics Dashboard and Stripe Integration of a Study Resource for the Clinical Informatics Board Exam
Speaker: Jeffrey Yuan

Readying AI-Based CONCERN Early Warning System for Multi-Site Deployments
Speaker: Patricia Dykes Speaker: Kenrick Cato

Development, Deployment, and Refinement of an Adaptive Digital Safety Net at a Children’s Hospital
Speaker: Christopher Horvat

Location: Arlington Room

Session Code: S17

Session Credits: 1.50

Location: Arlington Room

Session Code: S17

Session Credits: 1.50

2024031915:3017:00 005

TUE, MAR 19

BC393F61-A4F9-ED11-80F5-C3E5968D533D

Wednesday, Mar 20, 2024

Wednesday, Mar 20, 2024 3:30 PM - 5:00 PM EDT

Public Health Informatics

Speaker(s):

Session Chair: Nan Liu

Oral Presentation

Mechanisms for Integrating Real Data into Search Game Simulations: An Application to Winter Health Service Pressures and Preventative Policies
Speaker: Martin Chapman

Development and Validation of a Smartphone App for Automated Knee Range of Motion Measurement in a Clinical Setting
Speaker: Ahmad P. Tafti

Machine Learning for Equitable Prediction of Opioid Use Disorder: A Bias Mitigation Algorithm Towards Accurate and Fair Outcomes
Speaker: Mohammad Yaseliani

An Explainable Machine Learning Framework to Predict Opioid Use Disorder Treatment Discontinuation and Stratify Patients into Risk Subgroups: Retrospective Study on MarketScan Commercial Claims Data
Speaker: Jabed Al Faysal

Latent classes of polysubstance use disorders among US youth and suicide risks: A nationwide EHR Study
Speaker: Yunyu Xiao

Evaluation of the Federal Communications Commission Rural Health Care Program’’s Impacts on Broadband Infrastructures and Telehealth Utilization in Rural Health Clinics
Speaker: Jaeyoung Park

Location: Arlington Room

Session Code: S30

Session Credits: 1.50

Location: Arlington Room

Session Code: S30

Session Credits: 1.50

2024032015:3017:00 005

WED, MAR 20

711DBF0D-64BC-EE11-80F8-E37A24129F39

Thursday, Mar 21, 2024

Thursday, Mar 21, 2024 10:00 AM - 11:30 AM EDT

Informatics Summit System Demonstrations 2

Speaker(s):

Session Chair: Luke Rasmussen

Systems Demonstration

Beyond Compliance: An API for EHI Export Under 21st Century Cures
Speaker: Dylan Phelan

Cumulus: Bridging Biosurveillance and the Care Delivery System at National Scale
Speaker: James Jones Speaker: Dan Gottlieb

Serverless i2b2 Architecture on AWS & Snowflake: Beyond Simplified Deployment for Multi-Institutional Clinical Research Data Queries
Speaker: Abu Mosa

Location: Arlington Room

Session Code: S35

Session Credits: 1.50

Location: Arlington Room

Session Code: S35

Session Credits: 1.50

2024032110:0011:30 005

THU, MAR 21

BC393F61-A4F9-ED11-80F5-C3E5968D533D

Thursday, Mar 21, 2024

Thursday, Mar 21, 2024 12:45 PM - 2:15 PM EDT

Predictive Models to Improve Healthcare

Speaker(s):

Session Chair: Kun-Hsing Yu

Oral Presentation

Aiming for Relevance
Speaker: Bar Eini Porat

Electronic Phenotyping of Urinary Tract Infections as a Silver Standard Label for Machine Learning
Speaker: Ethan Goh

Enhancing Clinical Predictive Modeling through Model Complexity-Driven Class Proportion Tuning for Class Imbalanced Data: An Empirical Study on Opioid Overdose Prediction
Speaker: Yinan Liu

Predictive Modeling of Surgical Site Infections: Integrating Machine Learning Structured Clinical Data Attributes with EHR Clinical Notes
Speaker: Ugur Celik

Nurse Satisfaction with Machine Learning Derived Clinical Decision Support System Explanations: Examining the Influence of Design Features
Speaker: Ann Wieben

Location: Arlington Room

Session Code: S40

Session Credits: 1.50

Location: Arlington Room

Session Code: S40

Session Credits: 1.50

2024032112:4514:15 005

THU, MAR 21

711DBF0D-64BC-EE11-80F8-E37A24129F39

Monday, Mar 18, 2024

Monday, Mar 18, 2024 8:30 AM - 12:00 PM EDT

How to build effective data dashboards for community decision-making: Lessons learned and best practices from community opioid response

Speaker(s):

Speaker: Elizabeth Larimore Speaker: Peter Balvanz Speaker: Daniel Harris Speaker: Marc LaRochelle Speaker: Timothy Huerta Speaker: Elwin Wu

Workshop - Collaborative

Location: Arlington Room

Session Code: W05

Session Credits: 3.00

Location: Arlington Room

Session Code: W05

Session Credits: 3.00

2024031808:3012:00 005

MON, MAR 18

33D4AE65-2315-EE11-80F5-C3E5968D533D
45D4AE65-2315-EE11-80F5-C3E5968D533D
BD393F61-A4F9-ED11-80F5-C3E5968D533D
B3393F61-A4F9-ED11-80F5-C3E5968D533D
B4393F61-A4F9-ED11-80F5-C3E5968D533D
CE393F61-A4F9-ED11-80F5-C3E5968D533D
C3393F61-A4F9-ED11-80F5-C3E5968D533D
C4393F61-A4F9-ED11-80F5-C3E5968D533D
C6393F61-A4F9-ED11-80F5-C3E5968D533D
C7393F61-A4F9-ED11-80F5-C3E5968D533D
C6D0B3B8-5622-EE11-80F5-C3E5968D533D
4E68AAD6-5622-EE11-80F5-C3E5968D533D

Tuesday, Mar 19, 2024

Tuesday, Mar 19, 2024 5:00 PM - 6:00 PM EDT

Natural Language Processing Working Group

General Conference

Location: Arlington Room

Session Credits: 1.50

Location: Arlington Room

Session Credits: 1.50

2024031917:0018:00 000

TUE, MAR 19

CF73417B-8AB4-EE11-80F8-E37A24129F39

Tuesday, Mar 19, 2024

Tuesday, Mar 19, 2024 5:00 PM - 6:30 PM EDT

Poster Session 1 and Reception

Poster - Regular

A Human-Centric Approach for Self-Service Analytics of Longitudinal Health Data
Speaker: Lena Baum

A Natural Language Processing Framework for the Retrospective Identification of Surgical Site Infections
Speaker: Cosmin Bejan

A Survey of Clinical Algorithms with Race
Speaker: Malarkodi Jebathilagam Samayamuthu

A Text-Mining Model for Extracting Phenotypes from NF1 Clinical Notes
Speaker: Levi Kaster

Addressing NC Children’s Mental Health Disparity with a Virtual Community House
Speaker: Yajiong Xue

Alternate Approaches to ICD-10CM Feature Reduction Variably Predict Pediatric Neurofibromatosis Type 1 Sub-Phenotypes
Speaker: Ethan Hillis

Analysis of Online Health Information Resource Networks at Multiple Levels of Semantic Granularities: A Case Study for COVID-19 Treatment
Speaker: Meredith Abrams

Assessing the Utility of the NCCN Distress Thermometer in Predicting Future Mental Health Diagnoses in Patients with Cancer
Speaker: Maxwell Ho

Association Rule Mining of Real-World Data: Uncovering Risk Patterns for Suicide Attempts in Individuals with Diabetes
Speaker: Ploypun Narindrarangkura

Automated Monitoring and Evaluation of a Clinical Decision Support Tool: Application to an Inpatient Early Warning Score
Speaker: Samuel Albertson

Automatically Evaluating LLM-Generated Text in the Medical Domain
Speaker: Zeeshan Ahmad Speaker: Joseph Polifroni Speaker: Dmitriy Boyuk Speaker: Naresh Ramarajan

Capturing Novel Research Assays in a Common Data Model to Support Clinical Decision Support Tools
Speaker: Tracy Tubb

Characterizing Disclosures of Sexual Trauma in the Electronic Health Record Using Care Site Data and Natural Language Processing
Speaker: Anindita Rajamani

Classification of Ejection Fraction Values Using Large Language Models
Speaker: Jennifer Garvin

Comparing Colorectal Cancer Diagnosis Ascertainment Methods in the Million Veteran Program
Speaker: April Williams

Comparing Prevalence of Adverse Drug Events Identified in Structured EHR Data to Clinical Trial Benchmark
Speaker: Matthew Whitesell

Conditions for Enhanced Rare Event Prediction with Multi-Label Learning
Speaker: Qin Weng

Cost-effectiveness of Telemedicine: An analysis of telehealth visits in New York State from March 2020 to March 2021
Speaker: Kaiwen Zhu

Cybersecurity in Disaster Telehealth: The National Emergency Tele-Critical Care Network (NETCCN) Experience
Speaker: Abdel Badih Ariss

Data Governance for Sharing and Access to Real-World Data at University of Iowa Healthcare, a Case Study
Speaker: Heath Davis

Derivation and validation of a rule-based small cell masking tool for privacy protection in aggregated tabular reports
Speaker: Sahal Master

Detecting Multimorbidity Patterns with Association Rule Mining in Patients with Alzheimer’s Disease and Related Dementias
Speaker: Razan El Khalifa

Develop a PCC surveillance database for tracking post-COVID-19 conditions by Microsoft Access
Speaker: Wei-Ting Wang

Developing Informatics Capacity for COVID-19 Surveillance in a National Research Network
Speaker: Kshema Nagavedu

Developing Prompts from Large Language Model for Extracting Clinical Information from Pathology and Ultrasound Reports in Breast Cancer
Speaker: Bum-Sup Jang

Development & Validation of ML Model to Predict Death Upon Admission
Speaker: Kevin Nicholas

Development of a Decision-Making Support System for Children with Pneumonia in Pediatric Intensive Care Units
Speaker: Siang-Rong Lin

Development of A Gene-List Capable of Stratifying Mixed Aetiology Cardiomyopathy by Risk of Heart Failure Progression in Blood and Tissue Based Datasets
Speaker: Guillermo Lopez-Campos

Development of an Adaptable Cost-Analysis Tool to Support the Implementation of the CONCERN Early Warning System
Speaker: Brian Douthit

DrugWAS X PheWAS: A pharmacoepidemiologic framework to investigate the effect of drug exposure during pregnancy on pediatric outcomes
Speaker: Cosmin Bejan

Early Alerts, Timely Actions: Evaluating the Impact of the CONCERN Early Warning System on Reducing Sepsis Risk
Speaker: Rachel Lee

Early and Adequate Antibiotic Therapy in Hospital-Onset Sepsis: A Target Trial Emulation Applying Machine Learning on Real-World Data
Speaker: Scott Cohen

EchoGPT: Extracting Echocardiogram Entities using Large Language Models
Speaker: Yazan Rouphail

Enhancing Suicide Risk Detection in EHRs: Leveraging Large Language Models to Identify Explicit and Implicit Suicidal Indications
Speaker: Kimia Zandbiglari

Evaluating ChatGPT as an Adjunct for Clinical Data Extraction
Speaker: Qiming Shi

Evaluating Temporal Characterization of EHR in BERT-based Model Architectures to Predict Multi-morbidity in Diabetes Patients
Speaker: Humayera Islam

Evaluating the effect of frame rate in sequence-based classification of autism-related self-stimulatory hand idiosyncrasies
Speaker: Raunak Mondal

Evolution of Phenotype Algorithms: A Case Study with Type 2 Diabetes
Speaker: Luke Rasmussen

Exploring GPT Prompt Engineering to Produce Structured Outputs
Speaker: Inez Oh

External Validation of a Machine Learning Model to Predict Postpartum Hemorrhage in a Large Dataset from Northeast US
Speaker: Vesela Kovacheva

Fairness-Aware Integral Regression (FAIReg) for Trustworthy Machine Learning in Healthcare
Speaker: Nan Liu

Generating and Validating a Multi-Health System Pipeline to Obtain Social Drivers of Health Data
Speaker: Tyler Schappe

Generating Simpler Medical Synonyms Using Word Embeddings
Speaker: David Kauchak

Going Beyond the Technology: Considerations in Translating Case Report Forms
Speaker: Amy Krefman

GRU-D-Weibull: A Novel Real-Time Individualized Endpoint Prediction
Speaker: Xiaoyang Ruan

Harnessing consumer wearable digital biomarkers for individualized recognition of postpartum depression within the All of Us Research Program
Speaker: Eric Hurwitz

ICT for Cost Effective Improvement of Routine Childhood Immunization
Speaker: Nafees Qamar Speaker: Nafees Qamar

Identifying Psychosis Episodes in Admission Notes: A Comparative Study of Rule-based Methods, Machine Learning Algorithms, and Pre-Trained Language Models
Speaker: Yining Hua

Improving Discharge and Contingency Planning Using AI-Generated Feedback
Speaker: Samuel Baskharoun

Improving Large Language Model Performance on Domain-Specific Responses Utilizing Embeddings
Speaker: Nathan Wolfrath

Incorporating Stakeholder Input in the Development of a Health Disparities Data Exploration Tool in a Pediatric Hospital Setting
Speaker: Garrett Getz

Informative Sampling to Enhance Clinical Chart Review Representativeness
Speaker: Zigui Wang

Ink: Non-repudiation for Large Language Models (LLMs) in Healthcare
Speaker: Martin Chapman

Language models, Explain these Clinical Trials to me as if I am a Sixth Grader!
Speaker: Vikram Goddla

Large Language Model for Early Warning Score Prediction in Emergency Medicine
Speaker: Nan Liu

Large Language Models and Biomedical Annotators to Extract Information from Scientific Literature in Inflammatory Bowel Disease
Speaker: Eugenia Karulina

Longer and Greater Clinician Absenteeism Prolongs Patient Length of Stay Across a Simulated Network of Emergency Departments
Speaker: Arwen Declan

Machine Learning Approaches to Investigate Association Between Overall Survival and Comorbidity and Concurrent Medications Use in Senior Prostate Cancer Patients
Speaker: Eduardo Carranza

Network Graph Solutions for Data Pipeline Diagnostics
Speaker: Hanna Gerlovin Speaker: William Robb

OncQA: A Clinical Question-answering Benchmark for Oncology
Speaker: Shan Chen

One Model Fits All? High-performing Multi-task Model of Urinary Tract Dilation (UTD) Classification Using NLP for Neonatal Ultrasound Reports
Speaker: Yining Hua

Opioid and Antimicrobial Prescription Patterns During Emergency Medicine Encounters Among Uninsured Patients
Speaker: Anantaa Kotal

Patient2Trial: A Knowledge Guided Large Language Model-based System for Matching Patients to Clinical Trials
Speaker: Surabhi Datta

Pediatric Site Response to the Rapid Implementation of Decentralized Clinical Trials
Speaker: Abigail Kietzman

Precision phenotyping of schizophrenia in an EHR-linked biobank
Speaker: Allison Lake

Predicting Organ Rejections for Pediatric Heart Transplantations with a Combined Use of Transplant Registry Data and Electronic Health Records
Speaker: Zhe He

Prediction and uncertainty quantification of medical diagnosis through neural machine translation of clinical procedure codes
Speaker: Norawit Kijpaisalratana

Prediction of Triple Vessels Disease using Fundus Photography and Clinical Risk Factors: A Prospective Cohort Study
Speaker: Ke Yuhe

PrEP Prescribing and Adherence Patterns among Persons on Medicaid in Chicago, Illinois
Speaker: Joseph Mason

Prevalence of Racial Disparity in the Performance of Prediction Models for Teenage Hospitalization
Speaker: Qing Zeng

Quantifying Diagnostic Uncertainty in Sepsis: Towards Real-Time Clinical Decision Support
Speaker: Danielle Currey

Real World Evidence of Cardiotoxicity: Breast Cancer Oncology Regimens
Speaker: Sulaimon Balogun

Retrospective evaluation of QTc Drug-Drug interaction (DDI) Clinical Decision Support (CDS) alerts and Tisdale risk score calculator utilization in the inpatient setting at Brigham and Women’s Hospital (BWH)
Speaker: Rachel Wasserman

Role of Dependency Distance in Text Simplification: A Human vs ChatGPT Simplification Comparison
Speaker: Gondy Leroy

Slow worsening toward acute cardiovascular diseases in patients with lifestyle-related diseases: Longitudinal study using a large clinical database at Kochi Medical School Hospital
Speaker: Yukio Kurihara

Socio-economic Disparities in Infection-related Hospitalizations among the U.S. Home Health Care Population: Insights from a National Study
Speaker: U.Gayani Perera

Symptom Trajectories Prior to Out of Hospital Cardiac Arrest – Insights from Natural Language Processing
Speaker: Weipeng Zhou

Telemedicine in Peru: An examination of service disparities during the COVID-19 pandemics
Speaker: Christian Reategui Rivera

The Atlas of Protein-Protein Interactions in Cancer
Speaker: Ece Uzun

The Impact of Spiritual Care on Comfort in Older Adults with Chronic Illnesses: An Event Study Design
Speaker: Fabiana Dos Santos

The role of artificial intelligence for the application of integrating electronic health records and patient-generated data in clinical decision support
Speaker: Jiancheng Ye

The roles of electronic health records for conducting clinical trials in low-and middle-income countries
Speaker: Chumei Wei

Trans-Balance: Reducing Demographic Disparity for Prediction Models in the Presence of Class Imbalance
Speaker: Chuan Hong

Unlocking the Potential of Synthetic Data: A Critical Examination of its Role in Real-World Healthcare Research
Speaker: Ruth Kurtycz

Use of Large Language Models to Automate the Risk-Stratified Screening Colonoscopy Interval Determination
Speaker: Vedant Acharya

Using Large Language Models to Assess Scientific Portfolio of Research Projects in the All of Us Research Program
Speaker: Lina Sulieman

Using Matched Controls to Measure the Impact of Small Clinical and Translational Research Pilot Grants
Speaker: Griffin Weber

Using Natural Language Processing for Data Harmonization: Comparing Large Language Models and Fuzzy Matching Approaches
Speaker: Zexu Li

Utilizing Decision Tree Model for Streamlined Cognitive Evaluation in Aging Populations with NIH Toolbox Assessments
Speaker: Zhidi Luo Speaker: Stella Wang

Variability of Correlation Structures of Synthetic Data in Machine Learning Algorithms
Speaker: Matthew Gerling

Visualizing Patient Population Overlap Using the Redeveloped i2b2 Web Client
Speaker: Nick Benik

Wise Instance Selection Algorithms Help Reduce Annotation Work in Multi-Task Multi-Class Urinary Tract Dilation Prediction
Speaker: Yining Hua

Location: Avenue 34

2024031917:0018:30 000

TUE, MAR 19

BA393F61-A4F9-ED11-80F5-C3E5968D533D

Wednesday, Mar 20, 2024

Wednesday, Mar 20, 2024 5:00 PM - 6:30 PM EDT

Poster Session 2 and Reception

Poster - Regular

A Comparison of Google and ChatGPT for Automatic Generation of Health-related Multiple-choice Questions
Speaker: David Kauchak

A Software Ecosystem for FAIR Deep Learning in Digital Pathology
Speaker: Jakub Kaczmarzyk

A User-Centered Approach to Adapt Interoperable Clinical Decision Support Tools for Chronic Pain Management
Speaker: Khoa Nguyen

Accelerating Precision Medicine Through Integration of Medical and Veterinary Electronic Health Record Data
Speaker: Kathleen Mullen

Advancing Pharmacovigilance through Health System Collaborations: A Real-World Example of Methods for Supporting External Validation
Speaker: Barbara Tafuto

An efficient Python PheWAS tool for analysis on large-scale biobank data
Speaker: Tam Tran

An Explainable Risk Prediction Model for Hospital-Wide Mortality (HWM) Leveraging OHDSI and XGBoost
Speaker: Xia Zhao

Analyzing Age-Related Differences in Glioblastoma Disease Trajectories Through Dynamic Time Warping of Electronic Health Record Data
Speaker: Vijeeth Guggilla

Applying CTME maturity for organizational improvement, a case study
Speaker: Boyd Knosp

Approaches to Data Quality Improvement in the Development of a Data Bank for Emerging and Re-emerging Infectious Diseases
Speaker: Masamichi Ishii

Architectural Considerations for a One Health Informatics Ecosystem
Speaker: Ram Gouripeddi

Assessing the Impact of Activity Levels on Weight Change in Individuals with Obesity: Addressing Analytic Challenges in User Tracking Data
Speaker: Yixin Chen

Assessing the Performance of Large Language Models in Identifying Hormonal Therapy Medication Consumption from Online Discussions
Speaker: Jessie Yang

Assessing Utilization of Patient-Reported Outcomes in the Context of Virtual Reality Facilitated Randomized Controlled Trials: A Scoping Review
Speaker: Taylor Harrison

Assessment of Data Quality in the EHR – Discrete Data Missingness of Pancreatic and Breast Cancer Patients in UC Health’s EHR
Speaker: Kathleen Williams

Beyond off-the-shelf Machine Learning: case for clinician-in-the-loop
Speaker: Davide Ferrari

Cancer Risk Prediction and Prevention Among Older Adults
Speaker: Xiayuan Huang

Characterizing Dynamics of Vital-Sign Signals Using Switching State Space Modeling to Assess Fluid Responsiveness in ICU Patients
Speaker: Aarush Gupta

Cloud Based Interactive Chatbot Solution to Increase Post Delivery Outreach
Speaker: Shrey Mathur

Design and Validation of Machine Learning Models Utilizing Pre- and Intra-operative EHR Data to Predict Postoperative Delirium
Speaker: Briana Syed

Designing a Consumer-centric Care Management Program by Prioritizing Interventions Using Deep Learning Causal Inference
Speaker: Haoyun Feng

Designing and refining mobile health apps with perspectives from researchers, software engineers, and industry leaders
Speaker: Zidan Wang

Detecting Favorable Effect of Combination Therapies on cardiotoxicity
Speaker: Liwei Wang

Developing and Simulating a Clinical Machine Learning Model to Predict Acute Kidney Injury (AKI) in NICU Patients
Speaker: Sven Bambach

Driving Precision of Pediatric VTE Risk-stratification through Genetics
Speaker: Samaya Badrieh

Effects of De-identification on Named Entity Recognition of Emergency Department Reports
Speaker: Jessi Espino

Enabling efficient data management through FAIR principles in clinical studies
Speaker: Sebastian Lutz

Enhancing COACH for Effective Hypertension Management: Executing Implementation and Deployment Strategies
Speaker: Aisha Ghumman

Evaluating AI Reporting Guideline Adherence of Medical AI Research Using Large Language Model-based Systems
Speaker: Zhe He

Exploring the applicability of the pre-hospital electrocardiogram transmission system through the user-centered design
Speaker: KANG JIYE

Facilitators and Barriers to Implementation of EMPOWER mobile app for diabetes self-management
Speaker: Jie Kie Phang

Figma-Powered Dashboard Prototype for Hearing Aid Device Comparison
Speaker: Alisa Stolyar

Fostering communication between parents and clinicians using behavioral visualizations of children with autism
Speaker: Sayantani Basu

Genetic Variant Data - Min(d)ing the Freetext Gap
Speaker: Anand Kulanthaivel

Identification of Clinical Features for Predicting Prolonged ICU Stay for Pneumonia Patients
Speaker: Mengjia Kang

Identification of Ventilator-Associated Pneumonia: A Comparison of ICD Codes and Physician Review
Speaker: Mengjia Kang

Improving the Financial Sustainability of Telemedicine by Addressing Peritelehealth Administrative Tasks
Speaker: Andrew Ahn

Incorporating Natural Language Processing (NLP) into the EMERSE Information Retrieval System
Speaker: David Hanauer

Institutional Characteristics Associated with Sharing and Accessing Electronic Health Record Data Centralized by the National COVID Cohort Collaborative (N3C) for COVID-19 Research
Speaker: Carly Rose

Is Your Mapping of Medications to a Standard Terminology Correct?
Speaker: Matvey Palchuk

Large Language Model-based Natural Language Processing to Extract PD-L1 Expression from Clinical Notes
Speaker: Kyle McGrath

Large Language Models for Translating Clinical Trial Eligibility Criteria into Structured Data
Speaker: Steven Eschrich

Lessons Learned from Implementing Genomic Indicators at Learning Health System Hospital
Speaker: Bradley Hall

Linking EHR Prescribing Data with Pharmacy Dispensing Records: A Method to Reduce Misclassification in Pediatric Antidepressant Prescriptions
Speaker: Peng Wu

Linking Home Environments and Health through Computer Vision
Speaker: Xin Tan

LIVES: An Interactive Living Evidence Synthesis System for Systematic Review and Meta-Analysis
Speaker: Hui Li

Monitoring Generative AI Solutions For Corrective Action
Speaker: Rima Gibbings

MyChart Messaging: Patient Expectations for Providers
Speaker: Kristin Karpowicz

OncoOpenIE – an Expert-Based NLP System for Precision Oncology
Speaker: Liwei Wang

Optimal Duration for Steroid Therapy in Inflammatory Bowel Disease: A Causal Analysis using the UK Biobank
Speaker: Uri Kartoun

Performance Trade-Offs for the Safe Sharing of a Fully De-Identified SVM Model for Child Abuse and Neglect
Speaker: Paul Heider

Predicting Recurrence of Low-Grade Glioma – A Deep Learning Approach
Speaker: Jessica Patricoski

Preventing Wrong-Drug and Wrong-Patient Errors with Indication Alerts in CPOE Systems
Speaker: Yuyang Yang

Quantifying digital health documentation in real-world clinical care
Speaker: Brenda Miao

Reporting Implementation Strategies and their Alignment with Implementation Science Outcomes in the Release of a Technology to Facilitate Multidisciplinary, Family-Centered Rounding
Speaker: Carly Hudelson

Repurposing Clinical De-Identification Software for Source Code Repositories
Speaker: Luke Rasmussen

Shared Health Research Information Network (SHRINE): System Architecture, Adoption, and Roadmap
Speaker: Bill Simons

The AnVIL Clinical Resource: Bringing Tools for Genomic-Based Clinical Research Data to the NIH Cloud
Speaker: Jeffrey Klann

Three Decades of Federal Regulations: Impact on the RWD Infrastructure, Challenges and Current Opportunities
Speaker: Anne-Marie Meyer Speaker: Shannon Silkensen Speaker: Jill Barnholtz-Sloan Speaker: Umit Topaloglu

THRESHOLD: A Comprehensive Transcriptomic Analysis Tool for Evaluating Gene Saturation and Impact in Disease Progression
Speaker: Finan Gammell

Trustworthy Artificial Intelligence in Patient-Centered Outcomes Research
Speaker: Jessica Eloso

Unsupervised Natural Language Processing to Identify Topics in Cancer Center Patient Portal Messages
Speaker: Ji Hyun Chang

Unveiling Patterns and Insights in Multiple Myeloma Studies: A Large Language Model Approach to Clinical Trial Analysis
Speaker: Hunki Paek

Using a semi-supervised approach for predicting diagnosis of Heart Failure in MIMIC-IV dataset
Speaker: Prabin Shakya

Using Electronic Health Records to Compare Past-Year Mental Health Diagnoses Among Patients with Intentional or Unintentional Drug Overdoses
Speaker: Yunyu Xiao

VIOLIN In 2024: 15 Years of Vaccine Resource Development
Speaker: Anthony Huffman

Visualizing Computable Phenotypes
Speaker: Ashley Galloway

Wiping Fingerprints: Using Synthetic Data to Create a Secure, Shareable Merged Dataset
Speaker: Adam Wilcox

Efficient Training Corpus Retrieval for Large Language Model Fine Tuning
Speaker: Avisha Das

Location: Avenue 34

2024032017:0018:30 000

WED, MAR 20

BA393F61-A4F9-ED11-80F5-C3E5968D533D

Tuesday, Mar 19, 2024

Tuesday, Mar 19, 2024 3:30 PM - 5:00 PM EDT

Real-world Data Challenges and Innovations 1

Speaker(s):

Session Chair: Anita Walden

Oral Presentation

Association of Diagnostic Discrepancy with Length of Stay and Mortality in Congestive Heart Failure Patients Admitted to the Emergency Department
Speaker: Joseph Finkelstein

Automatic Population of the Case Report Forms for an International Multifactorial Adaptive Platform Trial Amid the COVID-19 Pandemic
Speaker: Andrew King

Compulsory Indications in Hospital Prescribing Software Tested with Antibacterial Prescriptions
Speaker: Lorna Pairman

Comparison Between Patient Self-Reported Symptoms and Structured Physician Documentation at Primary Care Visits
Speaker: Victor Castro

Synthetic Cohort Data Generation in the All of Us Research Program
Speaker: Chao Yan

Transatlantic Phenotype Alignment for Post Acute Sequelae of SARS-CoV-2 (PASC): Mapping Challenges Across ICD10 and SNOMED Vocabularies
Speaker: Mark Weiner

Location: Georgian Room

Session Code: S14

Session Credits: 1.50

Location: Georgian Room

Session Code: S14

Session Credits: 1.50

2024031915:3017:00 002

TUE, MAR 19

711DBF0D-64BC-EE11-80F8-E37A24129F39

Wednesday, Mar 20, 2024

Wednesday, Mar 20, 2024 10:30 AM - 12:00 PM EDT

Empowering Clinical NLP with Large Language Models

Speaker(s):

Session Chair: Kate Fultz Hollis

Oral Presentation

Exploring Large Language Models for Acronym, Symbol Sense Disambiguation, and Semantic Similarity and Relatedness Assessment
Speaker: Ying Liu

Improving Automating Quality Control in Radiology: Leveraging Large Language Models to Extract Correlative Findings in Radiology and Operative Reports
Speaker: Chad Klochko

Large Language Models for Efficient Medical Information Extraction
Speaker: Navya Bhagat

Improving Clinical NLP Performance through Language Model-Generated Synthetic Clinical Data
Speaker: Shan Chen

LLMs for Precision Psychiatry: A Preliminary Evaluation of Large Language Models for Automated Extraction of OPCRIT Symptom Rating
Speaker: Sutanay Choudhury Speaker: Ayman Fanous

Leveraging GPT models to intuitively structure free-text clinical notes
Speaker: Pankhuri Singhal

Location: Georgian Room

Session Code: S19

Location: Georgian Room

Session Code: S19

2024032010:3012:00 002

WED, MAR 20

711DBF0D-64BC-EE11-80F8-E37A24129F39

Wednesday, Mar 20, 2024

Wednesday, Mar 20, 2024 1:30 PM - 3:00 PM EDT

Enhancing Interoperability in Healthcare

Speaker(s):

Session Chair: Peter Elkin

Oral Presentation

FHIRing up OpenMRS: Architecture, Implementation and Real-World Use-Cases in Global Health
Speaker: Ian Bacher

Developing a Reusable Clinical Decision Support System Module for Immunization Recommendations: a Case Study with OpenEMR and OpenMRS
Speaker: Akash Shanmugam Boobalan Speaker: Samuil Orlioglu

MENDS-on-FHIR: A pipeline to convert OMOP data into HL7 R4/US Core complaint FHIR data
Speaker: Andrey Soares

Development of a Common Longitudinal Intensive Format (CLIF) to Streamline Multi-center Clinical Research in Critically Ill Patients
Speaker: Kaveri Chhikara

Enhancing Health Data Interoperability with Large Language Models: A FHIR Study
Speaker: Yikuan Li Speaker: Hanyin Wang

Practical OMOP: Daily Updates Leveraging the Epic EHR’’s Native Tools
Speaker: Mujeeb Basit Speaker: DuWayne Willett

Location: Georgian Room

Session Code: S23

Session Credits: 1.50

Location: Georgian Room

Session Code: S23

Session Credits: 1.50

2024032013:3015:00 002

WED, MAR 20

711DBF0D-64BC-EE11-80F8-E37A24129F39

Wednesday, Mar 20, 2024

Wednesday, Mar 20, 2024 3:30 PM - 5:00 PM EDT

Patient centered research and care

Speaker(s):

Session Chair: Kun-Hsing Yu

Oral Presentation

Best of Both Worlds: Bridging One Model for All and Group-Specific Model Approaches using Ensemble-based Subpopulation Modeling
Speaker: Purity Mugambi

Assessing the Barriers and Facilitators to Pulmonary Rehabilitation Referrals Using the Consolidated Framework for Implementation Research (CFIR)
Speaker: Aileen Gabriel

Detecting Cerebral Ischemia from Electroencephalography During Carotid Endarterectomy Using Machine Learning
Speaker: Amir Mina

A Survey on the Utilization of Online Peer Support Among Informal Dementia Caregivers
Speaker: Zhijun Yin

Timely Follow-Up on Abnormal Mammography Results: Design and Development of a Novel Electronic Clinical Quality Measure (eCQM)
Speaker: Ania Syrowatka

Travel Distance as a Potential Impediment to Clinical Trial Participation: a GIS Analysis of New England NCI-Designated Centers
Speaker: Alex VanHelene

Location: Georgian Room

Session Code: S27

Session Credits: 1.50

Location: Georgian Room

Session Code: S27

Session Credits: 1.50

2024032015:3017:00 002

WED, MAR 20

711DBF0D-64BC-EE11-80F8-E37A24129F39

Thursday, Mar 21, 2024

Thursday, Mar 21, 2024 10:00 AM - 11:30 AM EDT

Healthcare Language Models: Enhancing Performance and Insight

Oral Presentation

Local Large Language Models for Complex Structured Tasks
Speaker: Cody Bumgardner

ChatGPT and Vaccine Hesitancy: A Comparison of English, Spanish, and French Responses Using a Validated Scale
Speaker: Saubhagya Joshi

Utilizing Large Language Models to Increase the Performance of Classification Neural Networks
Speaker: Chancellor Woolsey

Comparison of Prompt Engineering and Fine-Tuning Strategies in Large Language Models in the Classification of Clinical Notes
Speaker: xiaodan zhang

Crowdsourcing with Enhanced Data Quality Assurance: An Efficient Approach to Mitigate Resource Scarcity Challenges in Training Large Language Models for Healthcare
Speaker: Prosanta Barai

David (LLaMA) takes on Goliath (GPT-4) in an NLP Task of Extracting Adverse Drug Reactions from DailyMed
Speaker: Changye Li

Location: Georgian Room

Session Code: S32

Session Credits: 1.50

Location: Georgian Room

Session Code: S32

Session Credits: 1.50

2024032110:0011:30 002

THU, MAR 21

711DBF0D-64BC-EE11-80F8-E37A24129F39

Monday, Mar 18, 2024

Monday, Mar 18, 2024 8:30 AM - 12:00 PM EDT

Real-World Analytics with Harmonized Multi-Site EHR Data: An Instructional Workshop SOLD OUT

Speaker(s):

Speaker: Johanna Loomba Speaker: Richard Moffitt Speaker: Melissa Haendel Speaker: Anita Walden Speaker: Shawn O'Neil Speaker: Andrea Zhou

Workshop - Instructional

Location: Georgian Room

Session Code: W02

Session Credits: 3.00

Location: Georgian Room

Session Code: W02

Session Credits: 3.00

2024031808:3012:00 002

MON, MAR 18

22D4AE65-2315-EE11-80F5-C3E5968D533D
36D4AE65-2315-EE11-80F5-C3E5968D533D
49D4AE65-2315-EE11-80F5-C3E5968D533D
BF393F61-A4F9-ED11-80F5-C3E5968D533D
B1393F61-A4F9-ED11-80F5-C3E5968D533D
CE393F61-A4F9-ED11-80F5-C3E5968D533D
C3393F61-A4F9-ED11-80F5-C3E5968D533D
C4393F61-A4F9-ED11-80F5-C3E5968D533D
C6393F61-A4F9-ED11-80F5-C3E5968D533D
C7393F61-A4F9-ED11-80F5-C3E5968D533D
C6D0B3B8-5622-EE11-80F5-C3E5968D533D
5068AAD6-5622-EE11-80F5-C3E5968D533D

Monday, Mar 18, 2024

Monday, Mar 18, 2024 3:30 PM - 5:00 PM EDT

Advances in Natural Language Processing 1

Speaker(s):

Session Chair: Zhijun Yin

Oral Presentation

Interpretability Study for Long Interview Transcripts from Behavior Intervention Sessions for Family Caregivers of Dementia Patients
Speaker: Weiqing He

Effects of Added Emphasis and Pause in Audio Delivery of Health Information
Speaker: Arif Ahmed

Linking Cancer Clinical Trials to their Result Publications
Speaker: Kirk Roberts

Identifying Mentions of Social Support and Social Isolation from Clinical Notes of Psychiatric Patients
Speaker: Braja Gopal Patra

Gender Confounding Effects in Dementia Detection with BERT
Speaker: Zhecheng Sheng

Connecting With Peers: Examining Sentiment Change of Informal Caregivers for People With Alzheimer’’s Disease or Related Dementias in Two Online Communities
Speaker: Congning Ni

Location: Georgian Room

Session Code: S02

Session Credits: 1.50

Location: Georgian Room

Session Code: S02

Session Credits: 1.50

2024031815:3017:00 002

MON, MAR 18

711DBF0D-64BC-EE11-80F8-E37A24129F39

Tuesday, Mar 19, 2024

Tuesday, Mar 19, 2024 10:30 AM - 12:00 PM EDT

Biomedical Applications and Evaluation of GPT

Speaker(s):

Session Chair: Kate Fultz Hollis

Oral Presentation

Text and Audio Simplification: Human vs. ChatGPT
Speaker: Gondy Leroy

Leveraging GPT-4 for Identifying Clinical Phenotypes in Electronic Health Records
Speaker: Kriti Bhattarai

AI Chatbot Influence on Medical Decision-Making, Bias, and Equity: A Randomized Study of Clinicians Evaluating Clinical Vignettes
Speaker: Ethan Goh

Evaluation of GPT-3 for Anti-Cancer Drug Sensitivity Prediction
Speaker: Shaika Chowdhury

Assessing Clinical Acuity in the Emergency Department Using the GPT-3.5 Artificial Intelligence Model
Speaker: Atul Butte Speaker: Christopher Williams

RescueGPT: Recognition, Extraction, Surveillance, and Conceptualization Using Emergency Medical Service Notes with a Zero-Shot Approach with Large Language Models -- A Pilot Study
Speaker: Tina Yi Jin Hsieh

Location: Georgian Room

Session Code: S06

Session Credits: 1.50

Location: Georgian Room

Session Code: S06

Session Credits: 1.50

2024031910:3012:00 002

TUE, MAR 19

711DBF0D-64BC-EE11-80F8-E37A24129F39

Tuesday, Mar 19, 2024

Tuesday, Mar 19, 2024 1:30 PM - 3:00 PM EDT

Multimodal Data Integration for Health Insights

Speaker(s):

Session Chair: Hanieh Razzaghi

Oral Presentation

Multimodal Data Hybrid Fusion and Natural Language Processing for Clinical Prediction Models
Speaker: Jiarui Hai

Comparative Analysis of Fusion Strategies for Imaging and Non-imaging Data - Use-case of Hospital Discharge Prediction
Speaker: Imon Banerjee

Clean noisy training labels with inductive conformal prediction in multi-modal biomedical data mining
Speaker: Xianghao Zhan

Identify Repurposing Drugs with Reversal Gene Expression via Targeting Glioblastoma Expression Profile
Speaker: Shixue Sun

A Multi-Modal Geomarker Pipeline for Assessing the Impact of Social, Economic, and Environmental Factors on Pediatric Hospitalization
Speaker: Cole Brokamp

Link Between Viral Variants and Long COVID Characteristics: An Insight from Unsupervised Learning Analysis
Speaker: Md Ashad Alam

Location: Georgian Room

Session Code: S10

Session Credits: 1.50

Location: Georgian Room

Session Code: S10

Session Credits: 1.50

2024031913:3015:00 002

TUE, MAR 19

711DBF0D-64BC-EE11-80F8-E37A24129F39

Thursday, Mar 21, 2024

Thursday, Mar 21, 2024 12:45 PM - 2:15 PM EDT

Bridging AI/ML and Real-World Evidence: Transforming Patient Care through Innovation

Speaker(s):

Moderator: Yuan Luo Speaker: Isaac Kohane Speaker: Rong Chen Speaker: Murthy Devarakonda Speaker: Zhaoling Meng Speaker: David Martin

Panel

Location: Georgian Room

Session Code: S37

Session Credits: 1.50

Location: Georgian Room

Session Code: S37

Session Credits: 1.50

2024032112:4514:15 002

THU, MAR 21

B7393F61-A4F9-ED11-80F5-C3E5968D533D

Tuesday, Mar 19, 2024

Tuesday, Mar 19, 2024 3:30 PM - 5:00 PM EDT

Bridging Healthcare Gaps with Innovative Solutions

Speaker(s):

Session Chair: Lina Sulieman

Oral Presentation

Deep Learning Approaches to Predict Exercise Exertion Levels Using Wearable Physiological Data
Speaker: AREF SMILEY

Development of a Study Protocol for Evaluation of a Novel Measure to Incorporate Information Freshness into Network Analysis of Online Resources for COVID-19
Speaker: Meredith Abrams

The Role of Augmented Reality in Advancing Medical Training Techniques: A Study on Cricothyroidotomy
Speaker: Hyunchung Cho

VisualSphere: a Web-based Interactive Visualization System for Clinical Research Data
Speaker: Shiwei Lin

Intracerebral Hemorrhage Segmentation: Leveraging Foundation Models for Specific Clinical Needs
Speaker: Alessia Gerbasi

A Roadmap for Improving Telemedicine Support Operations
Speaker: Andrew Ahn

Location: Grand Ballroom B

Session Code: S15

Session Credits: 1.50

Location: Grand Ballroom B

Session Code: S15

Session Credits: 1.50

2024031915:3017:00 003

TUE, MAR 19

711DBF0D-64BC-EE11-80F8-E37A24129F39

Wednesday, Mar 20, 2024

Wednesday, Mar 20, 2024 10:30 AM - 12:00 PM EDT

Omics Insights and Novel Statistical Approaches

Speaker(s):

Session Chair: Ece Uzun

Oral Presentation

FAIR privacy-preserving operation of large genomic variant calling format (VCF) data without download or installation
Speaker: Jonas Almeida

Prioritizing Clinically Significant Lung Cancer Somatic Mutations for Targeted Therapy Through Efficient NGS Data Filtering System
Speaker: jinlian wang

SABER: Statistical Identification of Loci of Interest in GWAS Summary Statistics using a Bayesian Gaussian Mixture Model
Speaker: Rachit Kumar

CGG Short Tandem Repeat Expansions are Overrepresented in Neurodevelopmental Disorders
Speaker: Dale Annear

Characterizing protein structural features of alternative splicing and isoforms using AlphaFold 2
Speaker: W. Jim Zheng

Concordance between Self-Reported and Prescribed Medications in UKBiobank
Speaker: Aaron Zhang

Location: Grand Ballroom B

Session Code: S20

Session Credits: 1.50

Location: Grand Ballroom B

Session Code: S20

Session Credits: 1.50

2024032010:3012:00 003

WED, MAR 20

711DBF0D-64BC-EE11-80F8-E37A24129F39

Wednesday, Mar 20, 2024

Wednesday, Mar 20, 2024 1:30 PM - 3:00 PM EDT

Fairness and Equity in Healthcare Predictive Modeling

Speaker(s):

Session Chair: Uri Kartoun

Oral Presentation

PFERM: A Fair Empirical Risk Minimization Approach with Prior Knowledge
Speaker: Bojian Hou

Measuring and Reducing Racial Bias in a Pediatric Urinary Tract Infection Model
Speaker: Joshua Anderson

FERI: A Multitask-based Fairness Achieving Algorithm with Applications to Fair Organ Transplantation
Speaker: Can Li

Discovering Intersectional Sociodemographic Risk of Child Maltreatment during Child Welfare Using Competing Event Machine Learning Models
Speaker: Zhidi Luo

Identifying Referral Candidates for Community Health Worker Interventions by Using Electronic Health Records and Machine Learning
Speaker: J. Fan

Developing an Accurate and Racially Unbiased Risk-based Model to Determine Lung Cancer Screening Eligibility among White and African American Smokers
Speaker: Piyawan Conahan

Location: Grand Ballroom B

Session Code: S24

Session Credits: 1.50

Location: Grand Ballroom B

Session Code: S24

Session Credits: 1.50

2024032013:3015:00 003

WED, MAR 20

711DBF0D-64BC-EE11-80F8-E37A24129F39

Wednesday, Mar 20, 2024

Wednesday, Mar 20, 2024 3:30 PM - 5:00 PM EDT

Natural Language Processing and Automation

Speaker(s):

Session Chair: Lina Sulieman

Oral Presentation

Automating Clinical Trial Matches Via Natural Language Processing of Synthetic Electronic Health Records and Clinical Trial Eligibility Criteria
Speaker: Victor Murcia

Automated Information Extraction from Thyroid Operation Narrative: A Comparative Study of GPT-4 and fine-tuned KoELECTRA
Speaker: Dongsuk Jang

Extraction of Chemotherapy Treatment Timelines from EHR Notes and Temporal Modeling of Cancer Treatment in Adult and Pediatric Patients
Speaker: Jiarui Yao

Logical Form Translation for Clinical Trial Eligibility Criteria using Large Language Models
Speaker: Nicholas Dobbins

DeepPhe-CR: Natural Language Processing Software Services for Cancer Registrar Case Abstraction
Speaker: Guergana Savova

Comparison of Manual and Automated Cutaneous T-cell Lymphoma Chart Review via NLP
Speaker: Emily R. Gordon

Location: Grand Ballroom B

Session Code: S28

Location: Grand Ballroom B

Session Code: S28

2024032015:3017:00 003

WED, MAR 20

711DBF0D-64BC-EE11-80F8-E37A24129F39

Thursday, Mar 21, 2024

Thursday, Mar 21, 2024 12:45 PM - 2:15 PM EDT

Advances in Natural Language Processing 2

Oral Presentation

Enabling Semantic Topic Modeling on Twitter Using MetaMap
Speaker: Fangyi Chen

Clinical Note Structural Knowledge Improves Word Sense Disambiguation
Speaker: Fangyi Chen

An Automated Approach for Identifying Erroneous IS-A Relations in SNOMED CT
Speaker: Ran Hu

Classifying Concepts in Clinical Notes for Patient Relevance
Speaker: Tim Miller

Clinical Significance of Marital Status and Changes in Status Extracted from Unstructured Clinical Notes
Speaker: Dmitry Scherbakov

Automated Extraction of Key Fibroid Characteristics from Free-text Pelvic Ultrasound Reports using Rule-based Natural Language Processing
Speaker: Wan-Ting Su

Location: Grand Ballroom B

Session Code: S38

Session Credits: 1.50

Location: Grand Ballroom B

Session Code: S38

Session Credits: 1.50

2024032112:4514:15 003

THU, MAR 21

711DBF0D-64BC-EE11-80F8-E37A24129F39

Monday, Mar 18, 2024

Monday, Mar 18, 2024 8:30 AM - 12:00 PM EDT

On Collaborative Development and Execution of Clinical Natural Language Processing Pipelines Through the OHNLP Toolkit SOLD OUT

Speaker(s):

Speaker: Andrew Wen

Workshop - Instructional

Location: Grand Ballroom B

Session Code: W03

Session Credits: 3.00

Location: Grand Ballroom B

Session Code: W03

Session Credits: 3.00

2024031808:3012:00 003

MON, MAR 18

1FD4AE65-2315-EE11-80F5-C3E5968D533D
3ED4AE65-2315-EE11-80F5-C3E5968D533D
47D4AE65-2315-EE11-80F5-C3E5968D533D
BF393F61-A4F9-ED11-80F5-C3E5968D533D
B1393F61-A4F9-ED11-80F5-C3E5968D533D
B5393F61-A4F9-ED11-80F5-C3E5968D533D
CF393F61-A4F9-ED11-80F5-C3E5968D533D
C3393F61-A4F9-ED11-80F5-C3E5968D533D
C4393F61-A4F9-ED11-80F5-C3E5968D533D
C6393F61-A4F9-ED11-80F5-C3E5968D533D
C7393F61-A4F9-ED11-80F5-C3E5968D533D
C6D0B3B8-5622-EE11-80F5-C3E5968D533D
4E68AAD6-5622-EE11-80F5-C3E5968D533D

Tuesday, Mar 19, 2024

Tuesday, Mar 19, 2024 1:30 PM - 3:00 PM EDT

AI Showcase Stage I Oral Presentations

Speaker(s):

Session Chair: Shauna Overgaard

Oral Presentation

Exploring the potential of random survival forest in providing reliable predictors driving pancreas re-transplant graft survival in a very small dataset: a simulation study
Speaker: Cinzia Anna Maria Papappicco

Implementation of a Risk Prediction Model for Postpartum Depression in the Electronic Health Records
Speaker: Yiye Zhang

IMPreSIv: Infant Mortality Prediction System with Intervention using Machine Learning and Electronic Health Record Data
Speaker: Fuchiang (Rich) Tsui

ML-Based CDS Tool for Diagnosis of Hypertrophic Cardiomyopathy in Cardiovascular Medicine
Speaker: Lauren Rost

Real-Time Automated Billing for Tobacco Treatment: Developing and Validating A Scalable Machine Learning Approach
Speaker: Derek Baughman Speaker: Layth Qassem

Location: Grand Ballroom B

Session Code: A01

Session Credits: 1.50

Location: Grand Ballroom B

Session Code: A01

Session Credits: 1.50

2024031913:3015:00 000

TUE, MAR 19

711DBF0D-64BC-EE11-80F8-E37A24129F39

Thursday, Mar 21, 2024

Thursday, Mar 21, 2024 10:00 AM - 11:30 AM EDT

The Value of Translational Research for Biomedical Informatics

Speaker(s):

Moderator: Peter Elkin Speaker: Paul Harris Speaker: Chunhua Weng Speaker: Jomol Mathew Speaker: James McClay

Panel

Location: Grand Ballroom B

Session Code: S33

Session Credits: 1.50

Location: Grand Ballroom B

Session Code: S33

Session Credits: 1.50

2024032110:0011:30 003

THU, MAR 21

B7393F61-A4F9-ED11-80F5-C3E5968D533D

Monday, Mar 18, 2024

Monday, Mar 18, 2024 3:30 PM - 5:00 PM EDT

Machine Learning Models in Medicine

Speaker(s):

Session Chair: Boshu Ru

Oral Presentation

CLASSify: A Web-Based Tool for Machine Learning
Speaker: Aaron Mullen

Towards Predicting Smoking Events for Just-in-time Interventions
Speaker: Hang Yu

An Explainable Artificial Intelligence-enabled ECG Framework for the Prediction of Subclinical Coronary Atherosclerosis
Speaker: Changho Han

Real-Time Obstructive Sleep Apnea Detection from Raw ECG and SpO2 Signal Using Convolutional Neural Network
Speaker: Tanmoy Paul

GATEHR: representation learning on electronic health records using pedigree-based graph attention networks
Speaker: Xiayuan Huang

Predicting the Disposition of Patients Undergoing Primary Total Hip and Total Knee Arthroplasty Using Machine Learning
Speaker: Luca La Colla

Location: Grand Ballroom B

Session Code: S03

Session Credits: 1.50

Location: Grand Ballroom B

Session Code: S03

Session Credits: 1.50

2024031815:3017:00 003

MON, MAR 18

711DBF0D-64BC-EE11-80F8-E37A24129F39

Tuesday, Mar 19, 2024

Tuesday, Mar 19, 2024 10:30 AM - 12:00 PM EDT

Advances in Image Classification

Speaker(s):

Session Chair: Ahmad Tafti

Oral Presentation

Pre-test Prediction of Non-ischemic Cardiomyopathies using Time-Series EHR Data
Speaker: Kary Ishwaran Speaker: David Chen

Low-Cost Histopathological Mitosis Detection for Microscope-acquired Images
Speaker: Hammad Farooq

Comparison of Three Deep Learning Models in Accurate Classification of 770 Dermoscopy Skin Lesion Images
Speaker: Abdulmateen Adebiyi

Uncertainty-Aware Deep Learning Differentiates Cancers of the Central Nervous System -- A Multi-Center Study
Speaker: Junhan Zhao

Hardware-Software Co-Design Enables High-Resolution Machine Learning for Gigapixel Pathology Image Evaluation
Speaker: Eliana Marostica

Improving Digital Pathology Pipelines using Shapley-based Data Debugging
Speaker: Bojan Karlas

Location: Grand Ballroom B

Session Code: S07

Session Credits: 1.50

Location: Grand Ballroom B

Session Code: S07

Session Credits: 1.50

2024031910:3012:00 003

TUE, MAR 19

711DBF0D-64BC-EE11-80F8-E37A24129F39

Tuesday, Mar 19, 2024

Tuesday, Mar 19, 2024 3:30 PM - 5:00 PM EDT

Unraveling Complex Disease Pathways and Interrelations

Speaker(s):

Session Chair: Blanca Himes

Oral Presentation

Learning Phenotypic Associations for Parkinson’’s Disease with Longitudinal Clinical Records
Speaker: Weishen Pan

Cross-phenotype associations between Alzheimer’’s Disease and its comorbidities may provide clues to progression
Speaker: Anni Moore

Clarifying Chronic Obstructive Pulmonary Disease Genetic Associations Observed in Biobanks via Mediation Analysis of Smoking
Speaker: Katrina Bazemore

Age-related Modifications in Inter-tissue Coordinated Gene-expression Patterns
Speaker: Judith Somekh

A Novel Explainable AI Method to Assess the Association between Temporal Patterns in Cardiorespiratory Fitness and ADRD Risks
Speaker: Yijun Shao

Generative adversarial networks for generating integrated multi-omics data: An application with Alzheimer’s Disease
Speaker: Md Ashad Alam

Location: Statler Room

Session Code: S16

Session Credits: 1.50

Location: Statler Room

Session Code: S16

Session Credits: 1.50

2024031915:3017:00 004

TUE, MAR 19

711DBF0D-64BC-EE11-80F8-E37A24129F39

Wednesday, Mar 20, 2024

Wednesday, Mar 20, 2024 1:30 PM - 3:00 PM EDT

Biomedical Knowledge Extraction and Relation Classification Advancements

Speaker(s):

Session Chair: Anthony Solomonides

Oral Presentation

Investigating Cross-Domain Binary Relation Classification in Clinical Natural Language Processing
Speaker: Joao Bettencourt-Silva

Pragmatic De-Identification of Cross-Domain Unstructured Documents: A Utility-Preserving Approach with Relation Extraction Filtering
Speaker: Joao Bettencourt-Silva

A Study of Biomedical Relation Extraction Using GPT Models
Speaker: Kalpana Raja

Ensemble pretrained language models to extract biomedical knowledge from literature
Speaker: W. Jim Zheng

Fine-tuning a Hierarchical Attention Based BiLSTM-CRF Model Using Minimal Labeled Data
Speaker: Keerthana Komatineni

LitCoin: Changing the Currency of Scientific Research
Speaker: Tyler Beck

Location: Statler Room

Session Code: S25

Location: Statler Room

Session Code: S25

2024032013:3015:00 004

WED, MAR 20

711DBF0D-64BC-EE11-80F8-E37A24129F39

Thursday, Mar 21, 2024

Thursday, Mar 21, 2024 10:00 AM - 11:30 AM EDT

Real-world Data Challenges and Innovations 2

Speaker(s):

Session Chair: Anthony Solomonides

Oral Presentation

Pathophysiological Features in Electronic Medical Records Sustain Model Performance under Temporal Dataset Shift
Speaker: Raphael James Brosula

Counterfactual Sepsis Outcome Prediction Under Dynamic and Time-Varying Treatment Regimes
Speaker: Li-wei Lehman

Automated Family Histories Significantly Improve Risk Prediction in an EHR
Speaker: Xiayuan Huang

Genome-wide DNA methylation profiling and identification of potential pan-cancer and tumor-specific biomarkers
Speaker: Joe Ibrahim

Using Structured and Unstructured EHR Features to Quantify Delayed Diagnosis of Venous Thromboembolism (VTE) in Primary Care: a Multi-Site Study
Speaker: Patricia Dykes

Using external data to estimate the observability of an outcome in a target EHR dataset
Speaker: Mengying Yan

Location: Statler Room

Session Code: S34

Session Credits: 1.50

Location: Statler Room

Session Code: S34

Session Credits: 1.50

2024032110:0011:30 004

THU, MAR 21

711DBF0D-64BC-EE11-80F8-E37A24129F39

Thursday, Mar 21, 2024

Thursday, Mar 21, 2024 12:45 PM - 2:15 PM EDT

Implementation Science and Deployment in Informatics

Speaker(s):

Session Chair: Blanca Himes

Oral Presentation

Using Discrete Event Simulation to Design and Assess an AI-aided Workflow for Same-day Diagnostic Testing of Women Undergoing Breast Screening
Speaker: Yannan Lin

Selection and Implementation of Virtual Scribe Solutions to Reduce Documentation Burden: A Mixed Methods Pilot
Speaker: Carly Hudelson

Using Systems Dynamics Modeling to Engage Developers and Users to Understand the Acceptability of a Clinical Decision Support Tool
Speaker: Nina Sperber

Development of an Electronic Clinical Quality Measure (eCQM) to Report Timely Follow-up on Abnormal Stool-based Tests for Colorectal Cancer Screening: An Environmental Scan
Speaker: Marlika Marceau

Prospective Performance and Clinical Burden Analysis of the Deterioration Risk Index
Speaker: Tyler Gorham

Location: Statler Room

Session Code: S39

Session Credits: 1.50

Location: Statler Room

Session Code: S39

Session Credits: 1.50

2024032112:4514:15 004

THU, MAR 21

711DBF0D-64BC-EE11-80F8-E37A24129F39

Monday, Mar 18, 2024

Monday, Mar 18, 2024 8:30 AM - 12:00 PM EDT

AMIA KDDM Working Group Collaborative Workshop: Enriching Electronic Health Records with Social Determinants of Health to Improve Outcomes and Health Equity SOLD OUT

Speaker(s):

Speaker: Zhe He Speaker: Dipankar Gupta Speaker: Keran Moll Speaker: Yonghui Wu Speaker: Hui Hu Speaker: Rui Zhang Speaker: Serena Jingchuan Guo Speaker: Hilda Klasky

Workshop - Collaborative

Location: Statler Room

Session Code: W04

Session Credits: 3.00

Location: Statler Room

Session Code: W04

Session Credits: 3.00

2024031808:3012:00 004

MON, MAR 18

1BD4AE65-2315-EE11-80F5-C3E5968D533D
1FD4AE65-2315-EE11-80F5-C3E5968D533D
3AD4AE65-2315-EE11-80F5-C3E5968D533D
BD393F61-A4F9-ED11-80F5-C3E5968D533D
B2393F61-A4F9-ED11-80F5-C3E5968D533D
B4393F61-A4F9-ED11-80F5-C3E5968D533D
CE393F61-A4F9-ED11-80F5-C3E5968D533D
C3393F61-A4F9-ED11-80F5-C3E5968D533D
C4393F61-A4F9-ED11-80F5-C3E5968D533D
C6393F61-A4F9-ED11-80F5-C3E5968D533D
C7393F61-A4F9-ED11-80F5-C3E5968D533D
C6D0B3B8-5622-EE11-80F5-C3E5968D533D
4E68AAD6-5622-EE11-80F5-C3E5968D533D

Tuesday, Mar 19, 2024

Tuesday, Mar 19, 2024 1:30 PM - 3:00 PM EDT

Environmental Health Informatics

Speaker(s):

Speaker: Blanca Himes Speaker: Chirag Patel Speaker: Titus Schleyer Speaker: Peter James

Panel

Location: Statler Room

Session Code: S11

Session Credits: 1.50

Location: Statler Room

Session Code: S11

Session Credits: 1.50

2024031913:3015:00 003

TUE, MAR 19

B7393F61-A4F9-ED11-80F5-C3E5968D533D

Wednesday, Mar 20, 2024

Wednesday, Mar 20, 2024 10:30 AM - 12:00 PM EDT

Fairness and Bias in Artificial Intelligence

Speaker(s):

Moderator: Omolola Ogunyemi Speaker: Shyam Visweswaran Speaker: Chrystinne Fernandes Speaker: Donnella Comeau Speaker: Maitreya Shah Speaker: Jean Costello

Panel

Location: Statler Room

Session Code: S21

Session Credits: 1.50

Location: Statler Room

Session Code: S21

Session Credits: 1.50

2024032010:3012:00 004

WED, MAR 20

B7393F61-A4F9-ED11-80F5-C3E5968D533D

Monday, Mar 18, 2024

Monday, Mar 18, 2024 3:30 PM - 5:00 PM EDT

SDOH: Insights, Interpretations, and Innovations

Speaker(s):

Session Chair: Vasa Curcin

Oral Presentation

Voice-Enabled Response Analysis Agent (VERAA): Leveraging Large Language Models to Map Voice Responses in SDoH Survey
Speaker: Christopher Josef

Development and Validation of an Individual Socioeconomic Deprivation Index (ISDI) in the NIH’’s All of Us Data Network
Speaker: Nripendra Acharya

Knowledge Engineering of Lexicon Resources of Food and Housing Insecurity from Multi-source Evidence
Speaker: Sunyang Fu

Deep Cluster Interpretation of SDoH Subtypes: Towards Human-Centered AI Systems
Speaker: Suresh Bhavnani

The Social Determinants of Health of Healthy Aging: An Investigation Using the All of Us Cohort
Speaker: Wei-Han Chen

Location: Statler Room

Session Code: S04

Session Credits: 1.50

Location: Statler Room

Session Code: S04

Session Credits: 1.50

2024031815:3017:00 004

MON, MAR 18

711DBF0D-64BC-EE11-80F8-E37A24129F39

Tuesday, Mar 19, 2024

Tuesday, Mar 19, 2024 10:30 AM - 12:00 PM EDT

Uncovering Associations and Subpopulations with EHR Data

Speaker(s):

Session Chair: Liqin Wang

Oral Presentation

Automated HIV Case Identification from the MIMIC-IV Database
Speaker: Tru Cao

Identifying and Characterizing the Transgender and Nonbinary Population Presenting to Pediatric Psychiatry Emergency Services
Speaker: Wyatt Kim

Healthcare Utilization is an Important Methodological Consideration for EHR-based Association Analyses
Speaker: Jacquelyn Roger

Enrichment Analysis and Unsupervised Clustering of Electronic Health Records Reveals Endometriosis Patient Subpopulations
Speaker: Umair Khan

Predicting Patient-Level Risk Associated with ECMO Utilizing the N3C Data Set
Speaker: Ahmed Said

Diverse diagnoses associated with spontaneous and indicated preterm birth in an electronic health record cohort
Speaker: Jean Costello Speaker: Hannah Takasuka

Location: Statler Room

Session Code: S08

Session Credits: 1.50

Location: Statler Room

Session Code: S08

Session Credits: 1.50

2024031910:3012:00 004

TUE, MAR 19

711DBF0D-64BC-EE11-80F8-E37A24129F39

Wednesday, Mar 20, 2024

Wednesday, Mar 20, 2024 3:30 PM - 5:00 PM EDT

AMIA Panel on AI in Healthcare - Towards Responsible AI in Healthcare

Speaker(s):

Speaker: Brian Scarpelli Moderator: Yuri Quintana Speaker: Amy Price Speaker: e-Patient Dave deBronkart Speaker: Leon Rozenblit Speaker: Eileen Koski

Panel

Location: Statler Room

Session Code: S29

Session Credits: 1.50

Location: Statler Room

Session Code: S29

Session Credits: 1.50

2024032015:3017:00 004

WED, MAR 20

B7393F61-A4F9-ED11-80F5-C3E5968D533D

Tuesday, Mar 19, 2024

Tuesday, Mar 19, 2024 1:30 PM - 3:00 PM EDT

A Multi-Institutional Data Quality Initiative to Enhance Federated Research Networks using the National ENACT Network

Speaker(s):

Speaker: Jeffrey Klann Speaker: Michele Morris Speaker: David Wang Speaker: Wenxin Chen Speaker: Shawn Murphy

Panel

Location: Grand Ballroom A

Session Code: S09

Session Credits: 1.50

Location: Grand Ballroom A

Session Code: S09

Session Credits: 1.50

2024031913:3015:00 001

TUE, MAR 19

0ED4AE65-2315-EE11-80F5-C3E5968D533D
20D4AE65-2315-EE11-80F5-C3E5968D533D
22D4AE65-2315-EE11-80F5-C3E5968D533D
B7393F61-A4F9-ED11-80F5-C3E5968D533D
B1393F61-A4F9-ED11-80F5-C3E5968D533D
B5393F61-A4F9-ED11-80F5-C3E5968D533D
C3393F61-A4F9-ED11-80F5-C3E5968D533D
C4393F61-A4F9-ED11-80F5-C3E5968D533D
C6393F61-A4F9-ED11-80F5-C3E5968D533D
C7393F61-A4F9-ED11-80F5-C3E5968D533D
C6D0B3B8-5622-EE11-80F5-C3E5968D533D
4E68AAD6-5622-EE11-80F5-C3E5968D533D

Monday, Mar 18, 2024

Monday, Mar 18, 2024 8:30 AM - 12:00 PM EDT

AI Maturity in Health Care

Speaker(s):

Speaker: Boyd Knosp Speaker: Jodyn Platt Speaker: Adam Wilcox Speaker: David Dorr Speaker: Peter Embi

Workshop - Collaborative

Location: Grand Ballroom A

Session Code: W01

Session Credits: 3.00

Location: Grand Ballroom A

Session Code: W01

Session Credits: 3.00

2024031808:3012:00 001

MON, MAR 18

25D4AE65-2315-EE11-80F5-C3E5968D533D
33D4AE65-2315-EE11-80F5-C3E5968D533D
39D4AE65-2315-EE11-80F5-C3E5968D533D
BD393F61-A4F9-ED11-80F5-C3E5968D533D
B2393F61-A4F9-ED11-80F5-C3E5968D533D
B4393F61-A4F9-ED11-80F5-C3E5968D533D
63679C07-1E2B-EE11-80F5-C3E5968D533D
C3393F61-A4F9-ED11-80F5-C3E5968D533D
C4393F61-A4F9-ED11-80F5-C3E5968D533D
C6393F61-A4F9-ED11-80F5-C3E5968D533D
C7393F61-A4F9-ED11-80F5-C3E5968D533D
C6D0B3B8-5622-EE11-80F5-C3E5968D533D
4E68AAD6-5622-EE11-80F5-C3E5968D533D

Wednesday, Mar 20, 2024

Wednesday, Mar 20, 2024 10:30 AM - 12:00 PM EDT

An Early Look at Real World Implementations Using the 21st Century Cures Act Population FHIR API

Speaker(s):

Speaker: Kenneth Mandl Speaker: Dan Gottlieb Speaker: Andrew McMurry Speaker: Brian Dixon Speaker: Prabhu Shankar Speaker: Steven Posnack

Panel

Location: Grand Ballroom A

Session Code: S18

Session Credits: 1.50

Location: Grand Ballroom A

Session Code: S18

Session Credits: 1.50

2024032010:3012:00 001

WED, MAR 20

22D4AE65-2315-EE11-80F5-C3E5968D533D
2DD4AE65-2315-EE11-80F5-C3E5968D533D
33D4AE65-2315-EE11-80F5-C3E5968D533D
B7393F61-A4F9-ED11-80F5-C3E5968D533D
B1393F61-A4F9-ED11-80F5-C3E5968D533D
B5393F61-A4F9-ED11-80F5-C3E5968D533D
63679C07-1E2B-EE11-80F5-C3E5968D533D
C3393F61-A4F9-ED11-80F5-C3E5968D533D
C4393F61-A4F9-ED11-80F5-C3E5968D533D
C6393F61-A4F9-ED11-80F5-C3E5968D533D
C7393F61-A4F9-ED11-80F5-C3E5968D533D
C6D0B3B8-5622-EE11-80F5-C3E5968D533D
4E68AAD6-5622-EE11-80F5-C3E5968D533D

Thursday, Mar 21, 2024

Thursday, Mar 21, 2024 12:45 PM - 2:15 PM EDT

Computational Phenotyping and Software Engineering: You Say You Love Me, But You Never Call

Speaker(s):

Speaker: Luke Rasmussen Speaker: Theresa Walunas Speaker: Vasa Curcin Speaker: Martin Chapman Speaker: Laura Wiley

Panel

Location: Grand Ballroom A

Session Code: S36

Session Credits: 1.50

Location: Grand Ballroom A

Session Code: S36

Session Credits: 1.50

2024032112:4514:15 001

THU, MAR 21

28D4AE65-2315-EE11-80F5-C3E5968D533D
29D4AE65-2315-EE11-80F5-C3E5968D533D
38D4AE65-2315-EE11-80F5-C3E5968D533D
B7393F61-A4F9-ED11-80F5-C3E5968D533D
B1393F61-A4F9-ED11-80F5-C3E5968D533D
B5393F61-A4F9-ED11-80F5-C3E5968D533D
C3393F61-A4F9-ED11-80F5-C3E5968D533D
C4393F61-A4F9-ED11-80F5-C3E5968D533D
C6393F61-A4F9-ED11-80F5-C3E5968D533D
C7393F61-A4F9-ED11-80F5-C3E5968D533D
C6D0B3B8-5622-EE11-80F5-C3E5968D533D
4E68AAD6-5622-EE11-80F5-C3E5968D533D

Tuesday, Mar 19, 2024

Tuesday, Mar 19, 2024 10:30 AM - 12:00 PM EDT

Generative AI and Deep Learning in Health: Clinical, Technical and Ethical Considerations

Speaker(s):

Speaker: Danielle Bitterman Speaker: Alexandra Pyle Speaker: Finale Doshi-Velez Speaker: Nan Liu Speaker: Jasmine Ong

Panel

Location: Grand Ballroom A

Session Code: S05

Session Credits: 1.50

Location: Grand Ballroom A

Session Code: S05

Session Credits: 1.50

2024031910:3012:00 001

TUE, MAR 19

2BD4AE65-2315-EE11-80F5-C3E5968D533D
36D4AE65-2315-EE11-80F5-C3E5968D533D
3AD4AE65-2315-EE11-80F5-C3E5968D533D
B7393F61-A4F9-ED11-80F5-C3E5968D533D
B2393F61-A4F9-ED11-80F5-C3E5968D533D
B4393F61-A4F9-ED11-80F5-C3E5968D533D
C3393F61-A4F9-ED11-80F5-C3E5968D533D
C4393F61-A4F9-ED11-80F5-C3E5968D533D
C6393F61-A4F9-ED11-80F5-C3E5968D533D
C7393F61-A4F9-ED11-80F5-C3E5968D533D
C6D0B3B8-5622-EE11-80F5-C3E5968D533D
5068AAD6-5622-EE11-80F5-C3E5968D533D

Wednesday, Mar 20, 2024

Wednesday, Mar 20, 2024 1:30 PM - 3:00 PM EDT

Investments in the Real-World Data Ecosystem: The NCI RWD Program?s Goals to Improve Data Quality, Research Methods, and Patient Outcomes

Speaker(s):

Speaker: Shannon Silkensen Speaker: Umit Topaloglu Speaker: Anne-Marie Meyer

Panel

Location: Grand Ballroom A

Session Code: S22

Session Credits: 1.50

Location: Grand Ballroom A

Session Code: S22

Session Credits: 1.50

2024032013:3015:00 001

WED, MAR 20

1ED4AE65-2315-EE11-80F5-C3E5968D533D
20D4AE65-2315-EE11-80F5-C3E5968D533D
1BD4AE65-2315-EE11-80F5-C3E5968D533D
B7393F61-A4F9-ED11-80F5-C3E5968D533D
B1393F61-A4F9-ED11-80F5-C3E5968D533D
B5393F61-A4F9-ED11-80F5-C3E5968D533D
CE393F61-A4F9-ED11-80F5-C3E5968D533D
C3393F61-A4F9-ED11-80F5-C3E5968D533D
C5393F61-A4F9-ED11-80F5-C3E5968D533D
C6393F61-A4F9-ED11-80F5-C3E5968D533D
C7393F61-A4F9-ED11-80F5-C3E5968D533D
C4D0B3B8-5622-EE11-80F5-C3E5968D533D
4E68AAD6-5622-EE11-80F5-C3E5968D533D

Thursday, Mar 21, 2024

Thursday, Mar 21, 2024 10:00 AM - 11:30 AM EDT

On Federated Development and Deployment of Post-Market Active Surveillance for Medical Device Safety: A Discussion on Opportunities and Challenges

Speaker(s):

Speaker: Andrew Wen Speaker: Sunghwan Sohn Speaker: Shyam Visweswaran Speaker: Yanshan Wang Speaker: Hongfang Liu

Panel

Location: Grand Ballroom A

Session Code: S31

Session Credits: 1.50

Location: Grand Ballroom A

Session Code: S31

Session Credits: 1.50

2024032110:0011:30 001

THU, MAR 21

15D4AE65-2315-EE11-80F5-C3E5968D533D
3AD4AE65-2315-EE11-80F5-C3E5968D533D
49D4AE65-2315-EE11-80F5-C3E5968D533D
B7393F61-A4F9-ED11-80F5-C3E5968D533D
B1393F61-A4F9-ED11-80F5-C3E5968D533D
B5393F61-A4F9-ED11-80F5-C3E5968D533D
63679C07-1E2B-EE11-80F5-C3E5968D533D
C3393F61-A4F9-ED11-80F5-C3E5968D533D
C4393F61-A4F9-ED11-80F5-C3E5968D533D
C6393F61-A4F9-ED11-80F5-C3E5968D533D
C7393F61-A4F9-ED11-80F5-C3E5968D533D
C6D0B3B8-5622-EE11-80F5-C3E5968D533D
4E68AAD6-5622-EE11-80F5-C3E5968D533D

Tuesday, Mar 19, 2024

Tuesday, Mar 19, 2024 3:30 PM - 5:00 PM EDT

Risk Modeling Without Increasing Risk

Speaker(s):

Speaker: Paul Heider Speaker: Aviv Landau Speaker: Leslie Lenert Speaker: Maxim Topaz

Panel

Location: Grand Ballroom A

Session Code: S13

Session Credits: 1.50

Location: Grand Ballroom A

Session Code: S13

Session Credits: 1.50

2024031915:3017:00 001

TUE, MAR 19

2BD4AE65-2315-EE11-80F5-C3E5968D533D
3AD4AE65-2315-EE11-80F5-C3E5968D533D
45D4AE65-2315-EE11-80F5-C3E5968D533D
B7393F61-A4F9-ED11-80F5-C3E5968D533D
B2393F61-A4F9-ED11-80F5-C3E5968D533D
B4393F61-A4F9-ED11-80F5-C3E5968D533D
D3374EEB-1D2B-EE11-80F5-C3E5968D533D
C3393F61-A4F9-ED11-80F5-C3E5968D533D
C4393F61-A4F9-ED11-80F5-C3E5968D533D
C6393F61-A4F9-ED11-80F5-C3E5968D533D
C7393F61-A4F9-ED11-80F5-C3E5968D533D
C6D0B3B8-5622-EE11-80F5-C3E5968D533D
4E68AAD6-5622-EE11-80F5-C3E5968D533D

Monday, Mar 18, 2024

Monday, Mar 18, 2024 3:30 PM - 5:00 PM EDT

Through the Looking-Glass: Healthcare data quality and artificial intelligence – an interactive panel

Speaker(s):

Speaker: Nicole Weiskopf Speaker: Harold Lehmann Speaker: Hojjat Salmasian Speaker: Anthony Solomonides Speaker: Kate Fultz Hollis

Panel

Location: Grand Ballroom A

Session Code: S01

Session Credits: 1.50

Location: Grand Ballroom A

Session Code: S01

Session Credits: 1.50

2024031815:3017:00 001

MON, MAR 18

15D4AE65-2315-EE11-80F5-C3E5968D533D
20D4AE65-2315-EE11-80F5-C3E5968D533D
3AD4AE65-2315-EE11-80F5-C3E5968D533D
B7393F61-A4F9-ED11-80F5-C3E5968D533D
B1393F61-A4F9-ED11-80F5-C3E5968D533D
B5393F61-A4F9-ED11-80F5-C3E5968D533D
055DD5C0-1D2B-EE11-80F5-C3E5968D533D
C3393F61-A4F9-ED11-80F5-C3E5968D533D
C4393F61-A4F9-ED11-80F5-C3E5968D533D
C6393F61-A4F9-ED11-80F5-C3E5968D533D
C7393F61-A4F9-ED11-80F5-C3E5968D533D
C6D0B3B8-5622-EE11-80F5-C3E5968D533D
4E68AAD6-5622-EE11-80F5-C3E5968D533D

Wednesday, Mar 20, 2024

Wednesday, Mar 20, 2024 3:30 PM - 5:00 PM EDT

Towards an Inclusive and Distributed Natural Language Processing Infrastructure for Clinical and Translational Research

Speaker(s):

Speaker: Hongfang Liu Speaker: Yifan Peng Speaker: Yonghui Wu Speaker: Rui Zhang Speaker: Yanshan Wang

Panel

Location: Grand Ballroom A

Session Code: S26

Session Credits: 1.50

Location: Grand Ballroom A

Session Code: S26

Session Credits: 1.50

2024032015:3017:00 001

WED, MAR 20

15D4AE65-2315-EE11-80F5-C3E5968D533D
1ED4AE65-2315-EE11-80F5-C3E5968D533D
3ED4AE65-2315-EE11-80F5-C3E5968D533D
B7393F61-A4F9-ED11-80F5-C3E5968D533D
B1393F61-A4F9-ED11-80F5-C3E5968D533D
C3393F61-A4F9-ED11-80F5-C3E5968D533D
C4393F61-A4F9-ED11-80F5-C3E5968D533D
C6393F61-A4F9-ED11-80F5-C3E5968D533D
C7393F61-A4F9-ED11-80F5-C3E5968D533D
C6D0B3B8-5622-EE11-80F5-C3E5968D533D
4E68AAD6-5622-EE11-80F5-C3E5968D533D

Monday, Mar 18, 2024

Monday, Mar 18, 2024 12:00 PM - 1:00 PM EDT

AMIA Informatics Summit Orientation

General Conference

Location: Grand Ballroom A

2024031812:0013:00 000

MON, MAR 18

9AE51139-C8BA-EE11-80F8-E37A24129F39

Sunday, Mar 17, 2024

Sunday, Mar 17, 2024 4:30 PM - 6:00 PM EDT

Speaker Ready Room

General Conference

Location: Commonwealth Room

2024031716:3018:00 000

SUN, MAR 17

9AE51139-C8BA-EE11-80F8-E37A24129F39

Monday, Mar 18, 2024

Monday, Mar 18, 2024 7:00 AM - 5:00 PM EDT

Speaker Ready Room

General Conference

Location: Commonwealth Room

2024031807:0017:00 000

MON, MAR 18

9AE51139-C8BA-EE11-80F8-E37A24129F39

Tuesday, Mar 19, 2024

Tuesday, Mar 19, 2024 7:30 AM - 5:00 PM EDT

Speaker Ready Room

General Conference

Location: Commonwealth Room

2024031907:3017:00 000

TUE, MAR 19

9AE51139-C8BA-EE11-80F8-E37A24129F39

Wednesday, Mar 20, 2024

Wednesday, Mar 20, 2024 7:30 AM - 5:00 PM EDT

Speaker Ready Room

General Conference

Location: Commonwealth Room

2024032007:3017:00 000

WED, MAR 20

9AE51139-C8BA-EE11-80F8-E37A24129F39

Thursday, Mar 21, 2024

Thursday, Mar 21, 2024 7:30 AM - 1:00 PM EDT

Speaker Ready Room

General Conference

Location: Commonwealth Room

2024032107:3013:00 000

THU, MAR 21

9AE51139-C8BA-EE11-80F8-E37A24129F39

Sunday, Mar 17, 2024

Sunday, Mar 17, 2024 3:30 PM - 6:00 PM EDT

Registration

General Conference

Location: Ballroom B Foyer

2024031715:3018:00 001

SUN, MAR 17

9AE51139-C8BA-EE11-80F8-E37A24129F39

Monday, Mar 18, 2024

Monday, Mar 18, 2024 7:00 AM - 5:00 PM EDT

Registration

General Conference

Location: Ballroom B Foyer

2024031807:0017:00 001

MON, MAR 18

9AE51139-C8BA-EE11-80F8-E37A24129F39

Tuesday, Mar 19, 2024

Tuesday, Mar 19, 2024 7:00 AM - 5:00 PM EDT

Registration

General Conference

Location: Ballroom B Foyer

2024031907:0017:00 001

TUE, MAR 19

9AE51139-C8BA-EE11-80F8-E37A24129F39

Wednesday, Mar 20, 2024

Wednesday, Mar 20, 2024 7:00 AM - 5:00 PM EDT

Registration

General Conference

Location: Ballroom B Foyer

2024032007:0017:00 001

WED, MAR 20

9AE51139-C8BA-EE11-80F8-E37A24129F39

Thursday, Mar 21, 2024

Thursday, Mar 21, 2024 7:00 AM - 1:00 PM EDT

Registration

General Conference

Location: Ballroom B Foyer

2024032107:0013:00 001

THU, MAR 21

9AE51139-C8BA-EE11-80F8-E37A24129F39

Monday, Mar 18, 2024

Monday, Mar 18, 2024 7:00 AM - 8:30 AM EDT

Continental Breakfast

General Conference

Location: Ballroom B Foyer

2024031807:0008:30 001

MON, MAR 18

9AE51139-C8BA-EE11-80F8-E37A24129F39

Tuesday, Mar 19, 2024

Tuesday, Mar 19, 2024 7:00 AM - 8:30 AM EDT

What’s On Your Mind?: Bagels with the Board

General Conference

Location: Ballroom B Foyer

2024031907:0008:30 001

TUE, MAR 19

9AE51139-C8BA-EE11-80F8-E37A24129F39

Monday, Mar 18, 2024

Monday, Mar 18, 2024 10:00 AM - 10:30 AM EDT

Coffee Break

General Conference

Location: Ballroom B Foyer

2024031810:0010:30 001

MON, MAR 18

9AE51139-C8BA-EE11-80F8-E37A24129F39

Monday, Mar 18, 2024

Monday, Mar 18, 2024 3:00 PM - 3:30 PM EDT

Coffee Break

General Conference

Location: Ballroom B Foyer

2024031815:0015:30 001

MON, MAR 18

9AE51139-C8BA-EE11-80F8-E37A24129F39

Tuesday, Mar 19, 2024

Tuesday, Mar 19, 2024 10:00 AM - 10:30 AM EDT

Coffee Break

General Conference

Location: Ballroom B Foyer

2024031910:0010:30 001

TUE, MAR 19

9AE51139-C8BA-EE11-80F8-E37A24129F39

Tuesday, Mar 19, 2024

Tuesday, Mar 19, 2024 3:00 PM - 3:30 PM EDT

Coffee Break

General Conference

Location: Ballroom B Foyer

2024031915:0015:30 001

TUE, MAR 19

9AE51139-C8BA-EE11-80F8-E37A24129F39

Monday, Mar 18, 2024

Monday, Mar 18, 2024 1:30 PM - 3:00 PM EDT

Opening Session and Keynote Address: The Informatics of Causal Inference from Healthcare Data

Speaker(s):

Speaker: Miguel Hernan

Plenary Session

Location: Grand Ballroom A

2024031813:3015:00 001

MON, MAR 18

9BE51139-C8BA-EE11-80F8-E37A24129F39

Thursday, Mar 21, 2024

Thursday, Mar 21, 2024 2:30 PM - 3:30 PM EDT

Closing Session and Keynote Address: AI-driven Risk Assessment Models: from Algorithms to Clinical Translation

Speaker(s):

Speaker: Regina Barzilay

Plenary Session

Location: Grand Ballroom A

2024032114:3015:30 001

THU, MAR 21

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Tuesday, Mar 19, 2024

Tuesday, Mar 19, 2024 8:30 AM - 10:00 AM EDT

Year In Review Session: Translational Bioinformatics and Data Science

Speaker(s):

Speaker: Nicholas Tatonetti

Plenary Session

Location: Grand Ballroom A

Session Credits: 1.50

Location: Grand Ballroom A

Session Credits: 1.50

2024031908:3010:00 001

TUE, MAR 19

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Wednesday, Mar 20, 2024

Wednesday, Mar 20, 2024 8:30 AM - 10:00 AM EDT

Year In Review Session: Clinical Research Informatics and Informatics Implementation

Speaker(s):

Speaker: Peter Embi

Plenary Session

Location: Grand Ballroom A

Session Credits: 1.50

Location: Grand Ballroom A

Session Credits: 1.50

2024032008:3010:00 001

WED, MAR 20

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Thursday, Mar 21, 2024

Thursday, Mar 21, 2024 8:00 AM - 9:30 AM EDT

Year in Review: Artificial Intelligence and Data Science Year in Review

Speaker(s):

Speaker: Yuan Luo Speaker: Genevieve Melton-Meaux

Plenary Session

Location: Grand Ballroom A

Session Credits: 1.50

Location: Grand Ballroom A

Session Credits: 1.50

2024032108:0009:30 001

THU, MAR 21

9BE51139-C8BA-EE11-80F8-E37A24129F39

Wednesday, Mar 20, 2024

Wednesday, Mar 20, 2024 7:00 AM - 8:30 AM EDT

Continental Breakfast sponsored by Clinical Architecture

General Conference

Location: Exeter Foyer

Abstract Service Center

Attendees

Speakers

Program Schedule