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Program Schedule

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SUN, MAR 12
MON, MAR 13
TUE, MAR 14
WED, MAR 15
THU, MAR 16

Monday, Mar 13, 2023

Monday, Mar 13, 2023 3:30 PM - 5:00 PM PDT

AIShowcase- Session 1: Stage 1

Machine Learning Based Dental Caries Prediction Model Using Matched Electronic Dental Records and Social Determinants of Health Data
Speaker: Jay Patel

Breast Cancer CArdiotoxicity Risks prEdiction (CARE) Tool: Approach and Evaluation
Speaker: Sicheng Zhou

Privacy-preserving Surgical Phase Recognition with Federated Learning in Robot-assisted Surgery
Speaker: Conor Perreault

Development and Validation of a Machine Learning Model for Early Detection of Pediatric Sepsis
Speaker: Linda Tang

Classifying In Basket Message Acuity
Speaker: Vincent Major

Explainable Clinical Decision Support System for Patient Rehabilitation Outcomes Prediction After Spinal Deformity Surgery
Speaker: Wenqi Shi

Location: 501| Chiwawa

Credit: 1.50

Location: 501| Chiwawa

Credit: 1.50

2023031315:3017:00 000

MON, MAR 13

16211865-537D-ED11-80F4-8AF502304007

Wednesday, Mar 15, 2023

Wednesday, Mar 15, 2023 7:15 AM - 8:15 AM PDT

How to Effectively Negotiate the Outcomes You Really Desire? (One hour session at the Breakfast)

Speaker(s):

Speaker: Shakaib Rehman

Location: 501| Chiwawa

2023031507:1508:15 000

WED, MAR 15

Tuesday, Mar 14, 2023

Tuesday, Mar 14, 2023 1:30 PM - 3:00 PM PDT

Text Processing for Clinical Notes and Beyond

Speaker(s):

Session Chair: Bradley Taylor

Automatic Detection of Intimate Partner Violence Victims from Social Media for Proactive Delivery of Support
Speaker: Yuting Guo

Generalizable Natural Language Processing Framework for Migraine Reporting from Social Media
Speaker: Yuting Guo

Clinical Natural Language Processing Benchmark for Augmented Intelligence in Healthcare
Speaker: Yanjun Gao

Supporting Personalized Pregnancy Care Using Artificial Intelligence: Identifying Online Health Education Materials to Prevent Postpartum Depression Using Natural Language Processing
Speaker: Braja Patra Speaker: Yiye Zhang

AI-based filter of drug-induced liver injury publications with natural language processing
Speaker: Xianghao Zhan

Location: 501| Chiwawa

Session Code: S09

Credit: 1.50

Location: 501| Chiwawa

Session Code: S09

Credit: 1.50

2023031413:3015:00 000

TUE, MAR 14

16211865-537D-ED11-80F4-8AF502304007

Tuesday, Mar 14, 2023

Tuesday, Mar 14, 2023 3:30 PM - 5:00 PM PDT

Analyzing Drug Effects and Finding New Uses

Speaker(s):

Session Chair: Yuji Zhang

XGBoost Survival Analysis for Drug Repurposing in Monoclonal Gammopathy of Undetermined Significance
Speaker: Sean Legler

Accelerating Detection of Drug Effect Signals Associated with Adverse Pregnancy Outcomes Using Propensity Score Matching at Scale
Speaker: Yeon Mi Hwang

Hierarchical Concept Relations Improve Detection of Off-Label Drug Use in Electronic Health Records Data
Speaker: Kayla Schiffer

Integrating Comorbidity Knowledge for Alzheimer’s Disease Drug Repurposing using Multi-task Graph Neural Network
Speaker: Ko-Hong Lin

Interpretable Relational Classification of Adverse Drug Effects with Permutation-encoded Predications
Speaker: Justin Mower

Location: 501| Chiwawa

Session Code: S16

Credit: 1.50

Location: 501| Chiwawa

Session Code: S16

Credit: 1.50

2023031415:3017:00 000

TUE, MAR 14

16211865-537D-ED11-80F4-8AF502304007

Wednesday, Mar 15, 2023

Wednesday, Mar 15, 2023 3:30 PM - 5:00 PM PDT

The Many Faces of Digital Medicine

Speaker(s):

Session Chair: Andrea Hartzler

Catalyzing the Transition to Digital Medicine: Development of the Digital medicine Outcomes Value Set (DOVeS) Ontology and the Accelerated Digital Clinical Ecosystem (ADviCE)
Speaker: Benjamin Rosner

Understanding Barriers to the Collection of Mobile and Wearable Device Data to Monitor Health and Cognition in Older Adults: A Scoping Review
Speaker: Ibukun Fowe

Variation in Family Physicians? Experiences Across Different Electronic Health Record Platforms
Speaker: Nathaniel Hendrix

Feasibility of the Genetic Information Assistant Chatbot to Provide Genetic Education and Study Genetic Test Adoption Among Pancreatic Cancer Patients at Johns Hopkins Hospital
Speaker: Casey Taylor

High Resolution and Spatiotemporal Place-Based Computable Exposures at Scale
Speaker: Cole Brokamp

Location: 501| Chiwawa

Session Code: S29

Credit: 1.50

Location: 501| Chiwawa

Session Code: S29

Credit: 1.50

2023031515:3017:00 000

WED, MAR 15

16211865-537D-ED11-80F4-8AF502304007

Thursday, Mar 16, 2023

Thursday, Mar 16, 2023 10:30 AM - 12:00 PM PDT

See What We Did Here? Imaging for Research and Beyond

Speaker(s):

Session Chair: Erin Crowgey

A new deep learning framework to process Matrix-assisted Laser Desorption/Ionisation Mass Spectrometry Imaging (MALDI-MSI) data of Tissue Microarrays (TMAs)
Speaker: Mingquan Lin

Automated Curation and AI Workflow Management System for Digital Pathology
Speaker: Cody Bumgardner

Dental CLAIRES: Contrastive LAnguage Image REtrieval Search for Dental Research
Speaker: Tanjida Kabir

Deep learning-based joint detection in Rheumatoid arthritis hand radiographs
Speaker: Pingzhao Hu

Exploring Automated Machine Learning for Cognitive Outcome Prediction from Multimodal Brain Imaging using STREAMLINE
Speaker: Xinkai Wang

Location: 501| Chiwawa

Session Code: S31

Credit: 1.50

Location: 501| Chiwawa

Session Code: S31

Credit: 1.50

2023031610:3012:00 000

THU, MAR 16

16211865-537D-ED11-80F4-8AF502304007

Thursday, Mar 16, 2023

Thursday, Mar 16, 2023 1:30 PM - 3:00 PM PDT

Making Sense of Data with Visualizations

Speaker(s):

Session Chair: Lauren Rost

GVViZ: A physician-friendly platform enabling interactive gene-disease data annotation, expression analysis, and visualization for translational research and precision medicine
Speaker: Zeeshan Ahmed

Using iSyntax Whole Slide Image Format in Research/ML
Speaker: Alexandr Virodov

Pathway-based survival analysis in bladder cancer patients treated with immunotherapy
Speaker: Alyssa Obermayer

Visualizing Brighter Outcomes for Children with Critical Illness
Speaker: Barbara-Jo Achuff

Towards Real-time Visual Exploration of Network Meta-analysis Results
Speaker: Huan He

Location: 501| Chiwawa

Session Code: S37

Credit: 1.50

Location: 501| Chiwawa

Session Code: S37

Credit: 1.50

2023031613:3015:00 000

THU, MAR 16

16211865-537D-ED11-80F4-8AF502304007

Monday, Mar 13, 2023

Monday, Mar 13, 2023 8:00 AM - 12:00 PM PDT

Research Data Governance: An Instructional Workshop

Speaker(s):

Speaker: Anthony Solomonides Speaker: Christopher Chute Speaker: Melissa Haendel Speaker: Kate Fultz Hollis Speaker: S. Trent Rosenbloom

Workshop - Instructional

Location: 501| Chiwawa

Session Code: W03

Credit: 3.50

Location: 501| Chiwawa

Session Code: W03

Credit: 3.50

2023031308:0012:00 063

MON, MAR 13

2757A23B-1AB4-EC11-80F1-DF3C77D4812F
13211865-537D-ED11-80F4-8AF502304007
1657A23B-1AB4-EC11-80F1-DF3C77D4812F
1B57A23B-1AB4-EC11-80F1-DF3C77D4812F
A68603FA-1BB4-EC11-80F1-DF3C77D4812F
9E8603FA-1BB4-EC11-80F1-DF3C77D4812F
9F8603FA-1BB4-EC11-80F1-DF3C77D4812F
A18603FA-1BB4-EC11-80F1-DF3C77D4812F
A28603FA-1BB4-EC11-80F1-DF3C77D4812F
3357A23B-1AB4-EC11-80F1-DF3C77D4812F
3957A23B-1AB4-EC11-80F1-DF3C77D4812F
4F57A23B-1AB4-EC11-80F1-DF3C77D4812F

Tuesday, Mar 14, 2023

Tuesday, Mar 14, 2023 1:30 PM - 3:00 PM PDT

Putting Machine Learning to Work in Research

Speaker(s):

Session Chair: Theresa Walunas

Discovering Precision AD Biomarkers with Varying Prognosis Effects in Genetics Driven Subpopulations
Speaker: Brian Lee

Mining Correlation between Fluid Intelligence and Whole-brain Large Scale Structural Connectivity
Speaker: Sumita Garai

Unsupervised Anomaly Detection to Characterize Heterogeneity in Type 2 Diabetes
Speaker: Peniel Argaw

Interpretable Stratification for Chronic Kidney Disease Progression Based on Time to Event Analysis
Speaker: Mohamed Ghalwash

DETECT: Feature extraction method for disease trajectory modeling in electronic health records
Speaker: Pankhuri Singhal

Location: 512 | Willapa

Session Code: S12

Credit: 1.50

Location: 512 | Willapa

Session Code: S12

Credit: 1.50

2023031413:3015:00 000

TUE, MAR 14

16211865-537D-ED11-80F4-8AF502304007

Tuesday, Mar 14, 2023

Tuesday, Mar 14, 2023 3:30 PM - 5:00 PM PDT

New Gemstones from Data Mining

Speaker(s):

Session Chair: Zhe He

Podium Abstract

Demographic Composition of Population Subgroups with High Feature Importance Characteristics in a Machine Learning Study
Speaker: Elizabeth Campbell

Identification of the Most Determinant Demographic and Biological Factors for the Phenotypic and Chronological Age Difference Prediction in the NHANES Cohort
Speaker: Daniele Pala

Progression of Prevalent Multimorbidity Patterns: A Cross-sectional Study
Speaker: Bianca Jackson Speaker: Charisse Madlock-Brown

Auditing Learned Associations in Deep Learning Approaches to Extract Race and Ethnicity from Clinical Text
Speaker: Oliver Bear Don't Walk

Location: 512 | Willapa

Session Code: S17

Credit: 1.50

Location: 512 | Willapa

Session Code: S17

Credit: 1.50

2023031415:3017:00 000

TUE, MAR 14

2657A23B-1AB4-EC11-80F1-DF3C77D4812F
16211865-537D-ED11-80F4-8AF502304007

Wednesday, Mar 15, 2023

Wednesday, Mar 15, 2023 10:30 AM - 12:00 PM PDT

System Demonstrations: Clinical Research Informatics

Speaker(s):

Session Chair: Bradley Taylor

Supporting OMOP-formatted Data in the Informatics for Integrating Biology and the Bedside Platform and Data Networks
Speaker: Jeffrey Klann

Python pipeline to extract, transform and load electronic health records into the integrating biology and the bedside platform
Speaker: Kavishwar Wagholikar

Creating Clinically-Curated Real-World Data through the Marriage of OHDSI/OMOP and the Electronic Medical Record Search Engine (EMERSE)
Speaker: Mark Beno

Location: 512 | Willapa

Session Code: S18

Credit: 1.50

Location: 512 | Willapa

Session Code: S18

Credit: 1.50

2023031510:3012:00 000

WED, MAR 15

16211865-537D-ED11-80F4-8AF502304007

Wednesday, Mar 15, 2023

Wednesday, Mar 15, 2023 1:30 PM - 3:00 PM PDT

Infrastructure and New Insights for COVID-19

Speaker(s):

Session Chair: Luke Rasmussen

Towards an Open-Source Platform to Harmonize and Share Research Results from COVID-19 Interventional and Observational Studies
Speaker: Joseph Finkelstein

Demographic and Time Trend Analysis of COVID-19 Test Results of Boone County, Missouri
Speaker: Butros Dahu

A Data Mining Pipeline for COVID-19 Vaccine Safety Analysis Based on Large Electric Health Record
Speaker: Yan Huang

Assessing Intrahospital Care Transition Structures Before and During the COVID-19 Pandemic: Network Analysis Study
Speaker: Yubo Feng

Location: 512 | Willapa

Session Code: S23

Credit: 1.50

Location: 512 | Willapa

Session Code: S23

Credit: 1.50

2023031513:3015:00 000

WED, MAR 15

16211865-537D-ED11-80F4-8AF502304007

Wednesday, Mar 15, 2023

Wednesday, Mar 15, 2023 3:30 PM - 5:00 PM PDT

Machine Learning for New Insights

Speaker(s):

Session Chair: Lauren Rost

A Human-in-the-Loop based Bayesian Network Approach to Improve the Accuracy and Explainability of Local Control Prediction for Hepatocellular Cancer Patients Treated Using Stereotactic Body Radiotherapy
Speaker: Yi Luo

Identifying related diseases within an ontology-enriched disease network
Speaker: Jaleal Sanjak

Investigating the Impact of Speech Recognition Errors on Subsequent Dementia Classification
Speaker: Changye Li

Comparing Amyloid Imaging Normalization Strategies for Alzheimer’s Disease Classification using an Automated Machine Learning Pipeline
Speaker: Boning Tong

Using Health Forum Data to Assess User Needs for mHealth App Development: A Feasibility Study on Alzheimer?s Disease
Speaker: Danny Wu

Location: 512 | Willapa

Session Code: S27

Credit: 1.50

Location: 512 | Willapa

Session Code: S27

Credit: 1.50

2023031515:3017:00 000

WED, MAR 15

16211865-537D-ED11-80F4-8AF502304007

Thursday, Mar 16, 2023

Thursday, Mar 16, 2023 10:30 AM - 12:00 PM PDT

Models and More in Deep Learning

Speaker(s):

Session Chair: Meghan Hutch

Toward Improving Health Literacy in Patient Education Materials with Neural Machine Translation Models
Speaker: Yanshan Wang

Developing an LSTM Model to Identify Surgical Site Infections using Electronic Healthcare Records
Speaker: Amber Kiser

epiDonate ? distributed serverless data infrastructure for epidemiological studies
Speaker: Jonas Almeida

Hypergraph Transformers for EHR-based Clinical Predictions
Speaker: Ran Xu

The Hidden Patient Connections: Predicting Hormonal Therapy Medication Discontinuation Using Hypergraph Neural Network on Clinical Communications
Speaker: Qingyuan Song

Location: 512 | Willapa

Session Code: S35

Credit: 1.50

Location: 512 | Willapa

Session Code: S35

Credit: 1.50

2023031610:3012:00 000

THU, MAR 16

16211865-537D-ED11-80F4-8AF502304007

Thursday, Mar 16, 2023

Thursday, Mar 16, 2023 1:30 PM - 3:00 PM PDT

System Demonstrations: Data Science

Speaker(s):

Session Chair: Luke Rasmussen

SCOUT: Integrating OMOP and Natural Language Processing for Surgical Quality Assessment
Speaker: Brian Bucher Speaker: Jianlin Shi Speaker: Randy Madsen Speaker: Ram Gouripeddi

Secure analysis of large-scale, distributed data using the PHT-meDIC
Speaker: Marius de Arruda Botelho Herr

Visualizing and Understanding the Errors of Information Extraction Results
Speaker: Huan He

Location: 512 | Willapa

Session Code: S39

Credit: 1.50

Location: 512 | Willapa

Session Code: S39

Credit: 1.50

2023031613:3015:00 000

THU, MAR 16

16211865-537D-ED11-80F4-8AF502304007

Monday, Mar 13, 2023

Monday, Mar 13, 2023 3:30 PM - 5:00 PM PDT

System Demonstrations: Translational Bioinformatics

Speaker(s):

Session Chair: Erin Crowgey

FHIR Genomics Operations: Reference Implementation and Sync For Genes Phase 5 Pilot Apps
Speaker: Robert Dolin Speaker: Srikar Chamala

Inverting the model of genomics data sharing with the NHGRI Genomic Data Science Analysis, Visualization, and Informatics Lab-space
Speaker: Michael Schatz

MSK-Extract: Making Manually Curated EHR Data A Reusable Enterprise Data Asset And A Training Set For AI/ML
Speaker: John Philip

Location: 512 | Willapa

Session Code: S03

Credit: 1.50

Location: 512 | Willapa

Session Code: S03

Credit: 1.50

2023031315:3017:00 000

MON, MAR 13

16211865-537D-ED11-80F4-8AF502304007

Tuesday, Mar 14, 2023

Tuesday, Mar 14, 2023 10:30 AM - 12:00 PM PDT

COVID Predictions: New Methods and Applications

Speaker(s):

Session Chair: Bryant thomas Karras

COVID-19 Bacterial Co-infection is a Major Risk Factor for In-Hospital Mortality, ICU Admission, and Mechanical Ventilation
Speaker: Michael Patton

Real-time Machine Learning Models for Predicting Hospitalization Admissions for Individuals with Exposure to COVID-19: Model Design, Validation, and Clinical Implementation Framework
Speaker: Chen Liang

Predicting emerging SARS-Cov-2 Variants of Concern through a One-Class dynamic anomaly detection algorithm
Speaker: Giovanna Nicora

Neurological diagnoses in hospitalized COVID-19 patients associated with adverse outcomes: a multinational cohort study
Speaker: Meghan Hutch

Location: 512 | Willapa

Session Code: S06

Credit: 1.50

Location: 512 | Willapa

Session Code: S06

Credit: 1.50

2023031410:3012:00 000

TUE, MAR 14

16211865-537D-ED11-80F4-8AF502304007

Monday, Mar 13, 2023

Monday, Mar 13, 2023 8:00 AM - 12:00 PM PDT

Reusing and Adapting Computational Phenotyping Algorithms

Speaker(s):

Speaker: Melissa Wilson Speaker: David Mayer Speaker: Laura Wiley

Workshop - Instructional

Location: 512 | Willapa

Session Code: W04

Credit: 3.50

Location: 512 | Willapa

Session Code: W04

Credit: 3.50

2023031308:0012:00 064

MON, MAR 13

2757A23B-1AB4-EC11-80F1-DF3C77D4812F
13211865-537D-ED11-80F4-8AF502304007
1657A23B-1AB4-EC11-80F1-DF3C77D4812F
1D57A23B-1AB4-EC11-80F1-DF3C77D4812F
A68603FA-1BB4-EC11-80F1-DF3C77D4812F
9E8603FA-1BB4-EC11-80F1-DF3C77D4812F
9F8603FA-1BB4-EC11-80F1-DF3C77D4812F
A18603FA-1BB4-EC11-80F1-DF3C77D4812F
A28603FA-1BB4-EC11-80F1-DF3C77D4812F
4657A23B-1AB4-EC11-80F1-DF3C77D4812F
3557A23B-1AB4-EC11-80F1-DF3C77D4812F
6257A23B-1AB4-EC11-80F1-DF3C77D4812F

Tuesday, Mar 14, 2023

Tuesday, Mar 14, 2023 6:30 PM - 7:30 PM PDT

DEI Book Club

Location: 505 Queets

2023031418:3019:30 000

TUE, MAR 14

Wednesday, Mar 15, 2023

Wednesday, Mar 15, 2023 12:15 PM - 1:15 PM PDT

Corporate Roundtable sponsored by Triomics (Invite Only) Recent Advances and Challenges in EHR to EDC for Clinical Research

Location: 505 Queets

2023031512:1513:15 091

WED, MAR 15

Monday, Mar 13, 2023

Monday, Mar 13, 2023 5:30 PM - 7:00 PM PDT

Genomics and Translational Bioinformatics Working Group

Location: 506 | Samish

2023031317:3019:00 000

MON, MAR 13

Wednesday, Mar 15, 2023

Wednesday, Mar 15, 2023 5:30 PM - 6:15 PM PDT

Visual Analytics Working Group

Location: 506 | Samish

2023031517:3018:15 000

WED, MAR 15

Wednesday, Mar 15, 2023

Wednesday, Mar 15, 2023 7:15 AM - 8:15 AM PDT

Birds of a Feather: Computational Phenotyping

Location: 506 | Samish

2023031507:1508:15 000

WED, MAR 15

Wednesday, Mar 15, 2023

Wednesday, Mar 15, 2023 7:15 AM - 8:15 AM PDT

Birds of a Feather: Informatics Maturity Models

Location: 504 Foss

2023031507:1508:15 000

WED, MAR 15

Tuesday, Mar 14, 2023

Tuesday, Mar 14, 2023 5:00 PM - 6:30 PM PDT

Poster Session 2 and Reception

A De-Identification Algorithm for Multi-Scale Data Extracted from the Brain Gene Registry
Speaker: Levi Kaster

A Framework to Enhance Minority Recruitment for Genomic Studies
Speaker: Oluwateniayo Ogunsan

A test for the observability of EHR data using external data
Speaker: Mengying Yan

Accelerating Cancer Research by Enabling Easy Access to Real-World Data
Speaker: Tanja Magoc

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

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

An Automatic Pneumatic Device for Detection and Suppression of Tremors for Parkinson’s Disease Patients
Speaker: Unnati Seshadri

Approaches for Enriching Electronic-Health-Record Cohorts by Detecting Patients with Complete Data
Speaker: Jeffrey Klann

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

Assessing Data Continuity in the All of Us Electronic Health Records
Speaker: Lina Sulieman

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

Automation of i2b2 Cohort Identification
Speaker: Samyuktha Nandhakumar

Bridging i2b2 and Geography-based Social Determinants of Health
Speaker: Daniel Harris

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

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

Connecting REDCap Forms to EMR Services Using REDCap Hooks
Speaker: Nadia Bahadur

Corda Blockchain for Interoperable Insurance Billing
Speaker: Anh Pham

County Factors Affecting Timeliness of Breast Cancer Treatment in Missouri
Speaker: Matthew Gerling

Curating a reference standard of confounders for investigating risk factors for dementia
Speaker: Scott Malec

Cybersecurity Tabletop Simulation for Health Informatics Students: Preparation for Practice
Speaker: Sue Feldman

Developing a Comprehensive Drug Ontology to Support Real World Evidence
Speaker: Melinda Wong

Developing a Dashboard to Visualize Data Quality Assessments in a Pediatric Clinical Research Network
Speaker: Kimberley Dickinson

Developing a data quality framework for Immunization Information Systems (IIS): The case of Missouri ShowMeVax
Speaker: Md Kamruz Zaman Rana Speaker: Abu Mosa

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

Developing a Learning Health System in an Academic Health Center: Initial Implementation in Neurosurgery from Data to Knowledge
Speaker: TZU-CHUN WU

Developing a Metadata Description for Publishing Research Data Resources for Promoting their Reuse
Speaker: Ram Gouripeddi

Development and Validation of EHR-based Genetic Risk Scores for Systemic Lupus Erythematosus
Speaker: Noah Forrest

Does SSRI use reduce COVID-19 mortality? A Study of EHR data in N3C Enclave using Targeted Learning for Causal Inference
Speaker: Sonja Nakasian Speaker: Charles Barr

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

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

Evaluating the Relationship Between Antidepressants and Body Weight Gain Using Real-world EHR Data
Speaker: Khuder Alaboud

Extracting Mentions of Social Support and Social Isolation from Clinical Notes in the Electronic Health Records
Speaker: Braja Patra

Implementing a Knowledge Base for a Theory of Medicine
Speaker: Carl-Fredrik Bassôe

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

Leveraging participants and partners to inform mobile applications: MyCap?s evolution through development, demonstration, and dissemination.
Speaker: Byungsuk Choi Speaker: Jessica Eidenmuller Speaker: Paul Harris

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

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

Performance of Containerized TiDE for De-identification of RECOVER EHR Clinical Notes
Speaker: Mollie Cummins

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

Predicting Optic Pathway Gliomas in Pediatric Neurofibromatosis Type 1
Speaker: Ethan Hillis

Predicting Superimposed Preeclampsia in Women with Chronic Hypertension Using Electronic Health Records Data
Speaker: Min Zhao

Quality Audit on Coding Laterality at Missouri Cancer Registry and Research Center (MCR)
Speaker: Sonia Akter

Racial Disparities in Clinical Automated Speech Recognition
Speaker: Samuel Payne

Randomized Intervention Study of Form-based and Chatbot-based Methods for Family History Data Collection
Speaker: Michelle Nguyen

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

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

Secure Environment for Research Data Analysis
Speaker: Jack Chang

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

StatWrap: Managing Variation in Support of Reproducible Research
Speaker: Luke Rasmussen

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

Telemedicine Primary Care Visit and Diabetes Control among People with Diabetes during COVID-19 Pandemic
Speaker: Jie Huang

The Role of Place in Prostate Cancer Treatment Disparities
Speaker: Noah Hammarlund

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

Towards High Efficiency Eligibility Assessment for Clinical Trial Accrual
Speaker: Huan He

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

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

Using Version Control Systems to Support High-Quality Phenotype Definitions
Speaker: Vasa Curcin

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

Variance-Based Explainability Method for Interpreting the VTE Risk Among Post-Surgical Patients
Speaker: Smitha Edakalavan

Location: Elwha Foyer

Session Code: P02

Location: Elwha Foyer

Session Code: P02

2023031417:0018:30 000

TUE, MAR 14

Sunday, Mar 12, 2023

Sunday, Mar 12, 2023 4:30 PM - 6:00 PM PDT

Registration

Location: Elwha Foyer

2023031216:3018:00 000

SUN, MAR 12

Tuesday, Mar 14, 2023

Tuesday, Mar 14, 2023 7:00 AM - 8:15 AM PDT

Bagels with the Board/What?s on Your Mind?

Location: Elwha Foyer

2023031407:0008:15 000

TUE, MAR 14

Monday, Mar 13, 2023

Monday, Mar 13, 2023 5:00 PM - 6:30 PM PDT

Poster Session 1 and Reception

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

A Narrative Review of Trustable AI to Develop an AI-Clinical Decision Support “Product Information Label”
Speaker: Ariella Hoffman-Peterson

Anomaly Identification Model for 12-Lead ECG Based on Cycle-GAN
Speaker: Jose Moon

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

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

Association between linguistic features and help-seeking among women with intimate partner violence in online health communities (OHCs)
Speaker: Chi Ching Vivian Hui

Biomedical Data Commons: A Publicly Available Knowledge Graph
Speaker: Samantha Piekos

Calculating Mediation Effects of High Dimensional Radiomic Data Between Exposure and Outcome
Speaker: Emily Mastej

CNVpred: Classifying Pathogenic Copy Number Variants with Machine Learning
Speaker: Robert Schuetz

Comparison of Hospital-Wide vs Location-Specific Models for Predicting Pediatric Critical Deterioration
Speaker: Huan Liang

Deep-Convolution Neural Network Based on 12-lead ECG for Idiopathic Parkinson Diagnosis
Speaker: Hakje Yoo

Design and Implementation of a Methodology to Identify Polypharmacy, Alcohol, and Other Substance Use in People with HIV
Speaker: Farah Kidwai-Khan

Detecting Phenotypes Among Patients Suspected of Rare Mendelian Disorders
Speaker: Kai-Wen K. Yang

Developing an Artificial Intelligence-based Model for Prospective Weight Entry Error Detection in Pediatrics
Speaker: Hanniel Shih

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

Generalizable Criteria for Machine-Learning Model Bias Assessment
Speaker: Sean Legler

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

Identification of Sequence-based Transcription Profiling Associated with Alzheimer?s Disease
Speaker: Yuji Zhang

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

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

Machine Learning Model For Predicting Delirium In Patients In The Intensive Care Unit Using Environmental Noise
Speaker: Sabyasachi Bandyopadhyay

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

Multivariate Analysis of Factors Influencing Primary Care No-Shows
Speaker: Sanah Ali

Ontology-Assisted Data Analysis for Cholangiocarcinoma
Speaker: Anuwat Pengput

Patient Reported Symptom Correlations: Analysis of 103,170 Responses
Speaker: Mary McAteer

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

Predicting Change in County-Level Alzheimer?s Disease Incidence Rate using Shapelet-Based Analysis of Pollution Recordings
Speaker: Caden Stewart

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

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

scRNA-seq Reveals a Type I IFN Signature in Mycobacterium Tuberculosis Infected Mice Lung
Speaker: Sadia Akter

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

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

Text Classification of Cancer Clinical Trial Eligibility Criteria using Natural Language Processing
Speaker: yumeng Yang

The Maternal and Pediatric pRecision In Therapeutics (MPRINT) Knowledgebase and Portal
Speaker: Xiaofu Liu

Toward Interactive Machine Learning Through Visualizing Predictions of Data Instances
Speaker: Hyunggu Jung

Transformer-Based Embedding of Patient Attributes for Characterization of Disease Onset in Breast Cancer Patients
Speaker: Benjamin Holmes

Trends in Opioid Use Disorder (OUD) Treatment in Arizona
Speaker: Sanah Ali

Use of Natural Language Processing to Identify Activity Reports in Synthetic Medical Progress Notes
Speaker: Gary Allen

Using Knowledge from DailyMed to Improve Clinical Relationship Extraction
Speaker: Kelsey Shearon

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

Using Robotic Process Automation to Improve Data Extraction for Artificial Intelligence Research in Ophthalmology
Speaker: Varun Krishnan

Web-Based Clinical Decision Support for Polygenic Risk Scores
Speaker: Oluwateniayo Ogunsan

Accounting for informative missingness in clinical prediction models with longitudinal EHR data
Speaker: Minghui Sun

Location: Elwha Foyer

Session Code: P01

Location: Elwha Foyer

Session Code: P01

2023031317:0018:30 000

MON, MAR 13

Monday, Mar 13, 2023

Monday, Mar 13, 2023 6:30 AM - 5:00 PM PDT

Registration

Location: Elwha Foyer

2023031306:3017:00 000

MON, MAR 13

Tuesday, Mar 14, 2023

Tuesday, Mar 14, 2023 7:00 AM - 5:00 PM PDT

Registration

Location: Elwha Foyer

2023031407:0017:00 000

TUE, MAR 14

Wednesday, Mar 15, 2023

Wednesday, Mar 15, 2023 7:00 AM - 5:00 PM PDT

Registration

Location: Elwha Foyer

2023031507:0017:00 000

WED, MAR 15

Thursday, Mar 16, 2023

Thursday, Mar 16, 2023 7:00 AM - 11:30 AM PDT

Registration

Location: Elwha Foyer

2023031607:0011:30 000

THU, MAR 16

Monday, Mar 13, 2023

Monday, Mar 13, 2023 12:00 PM - 1:00 PM PDT

Informatics Summit First Timer’s Orientation hosted by AMIA Membership Committee

Location: Elwha Ballroom

2023031312:0013:00 000

MON, MAR 13

Monday, Mar 13, 2023

Monday, Mar 13, 2023 1:30 PM - 3:00 PM PDT

Opening Session and Keynote by Dr. Vivian Lee

Speaker(s):

Speaker: Vivian Lee

Location: Elwha Ballroom

2023031313:3015:00 000

MON, MAR 13

18211865-537D-ED11-80F4-8AF502304007

Tuesday, Mar 14, 2023

Tuesday, Mar 14, 2023 8:30 AM - 10:00 AM PDT

Year in Review: Translational Bioinformatics and Precision Medicine - Nicholas Tatonetti, PhD, FACMI

Speaker(s):

Speaker: Nicholas Tatonetti

Location: Elwha Ballroom

Credit: 1.50

Location: Elwha Ballroom

Credit: 1.50

2023031408:3010:00 000

TUE, MAR 14

18211865-537D-ED11-80F4-8AF502304007

Wednesday, Mar 15, 2023

Wednesday, Mar 15, 2023 8:30 AM - 10:00 AM PDT

Year in Review: Clincial Research Informatics - Peter J. EmbÍ, MD, MS, FACP, FACMI, FAMIA, FIAHSI

Speaker(s):

Speaker: Peter Embi

Location: Elwha Ballroom

Credit: 1.50

Location: Elwha Ballroom

Credit: 1.50

2023031508:3010:00 000

WED, MAR 15

18211865-537D-ED11-80F4-8AF502304007

Thursday, Mar 16, 2023

Thursday, Mar 16, 2023 8:30 AM - 10:00 AM PDT

Year in Review: Artificial Intelligence (AI) and Data Science Year in Review - Yuan Luo, PhD, FAMIA

Speaker(s):

Speaker: Yuan Luo Speaker: Liu Hongfang

Location: Elwha Ballroom

Credit: 1.50

Location: Elwha Ballroom

Credit: 1.50

2023031608:3010:00 000

THU, MAR 16

18211865-537D-ED11-80F4-8AF502304007

Tuesday, Mar 14, 2023

Tuesday, Mar 14, 2023 10:30 AM - 12:00 PM PDT

Opportunities and Challenges for Utilizing Genomics Data in Precision Medicine Efforts

Speaker(s):

Speaker: Casey Taylor Speaker: Robb Rowley Speaker: Erin Crowgey Speaker: Mike Schaffer

Panel

Location: Elwha Ballroom

Session Code: S08

Credit: 1.50

Location: Elwha Ballroom

Session Code: S08

Credit: 1.50

2023031410:3012:00 000

TUE, MAR 14

1F57A23B-1AB4-EC11-80F1-DF3C77D4812F
15211865-537D-ED11-80F4-8AF502304007

Wednesday, Mar 15, 2023

Wednesday, Mar 15, 2023 3:30 PM - 5:00 PM PDT

NIH Data Sharing, Guidance, and Implications for Informaticians

Speaker(s):

Speaker: Ellen Clayton Speaker: Justin Starren Speaker: Kisti Holmes Speaker: Ana Van Gulick

Panel

Location: Elwha Ballroom

Session Code: S30

Credit: 1.50

Location: Elwha Ballroom

Session Code: S30

Credit: 1.50

2023031515:3017:00 000

WED, MAR 15

1F57A23B-1AB4-EC11-80F1-DF3C77D4812F
15211865-537D-ED11-80F4-8AF502304007

Monday, Mar 13, 2023

Monday, Mar 13, 2023 7:00 AM - 8:30 AM PDT

Breakfast

Location: Elwha Foyer

2023031307:0008:30 000

MON, MAR 13

Tuesday, Mar 14, 2023

Tuesday, Mar 14, 2023 7:00 AM - 8:30 AM PDT

Breakfast

Location: Elwha Foyer

2023031407:0008:30 000

TUE, MAR 14

Wednesday, Mar 15, 2023

Wednesday, Mar 15, 2023 7:00 AM - 8:30 AM PDT

Breakfast

Location: Elwha Foyer

2023031507:0008:30 000

WED, MAR 15

Thursday, Mar 16, 2023

Thursday, Mar 16, 2023 7:00 AM - 8:30 AM PDT

Breakfast

Location: Elwha Foyer

2023031607:0008:30 000

THU, MAR 16

Monday, Mar 13, 2023

Monday, Mar 13, 2023 10:00 AM - 10:30 AM PDT

Coffee Break - Sponsored by the University of Alabama at Birmingham

Location: Elwha Foyer

2023031310:0010:30 000

MON, MAR 13

Monday, Mar 13, 2023

Monday, Mar 13, 2023 3:00 PM - 3:30 PM PDT

Coffee Break - Sponsored by the University of Alabama at Birmingham

Location: Elwha Foyer

2023031315:0015:30 000

MON, MAR 13

Tuesday, Mar 14, 2023

Tuesday, Mar 14, 2023 10:00 AM - 10:30 AM PDT

Coffee Break - Sponsored by Clinical Architecture

Location: Elwha Foyer

2023031410:0010:30 000

TUE, MAR 14

Tuesday, Mar 14, 2023

Tuesday, Mar 14, 2023 3:00 PM - 3:30 PM PDT

Coffee Break - Sponsored by Clinical Architecture

Location: Elwha Foyer

2023031415:0015:30 000

TUE, MAR 14

Wednesday, Mar 15, 2023

Wednesday, Mar 15, 2023 10:00 AM - 10:30 AM PDT

Coffee Break

Location: Elwha Foyer

2023031510:0010:30 000

WED, MAR 15

Wednesday, Mar 15, 2023

Wednesday, Mar 15, 2023 3:00 PM - 3:30 PM PDT

Coffee Break

Location: Elwha Foyer

2023031515:0015:30 000

WED, MAR 15

Thursday, Mar 16, 2023

Thursday, Mar 16, 2023 10:00 AM - 10:30 AM PDT

Coffee Break

Location: Elwha Foyer

2023031610:0010:30 000

THU, MAR 16

Wednesday, Mar 15, 2023

Wednesday, Mar 15, 2023 10:30 AM - 12:00 PM PDT

Towards the Next-Generation Electronic Health Records

Speaker(s):

Speaker: Peter Embi Speaker: Suresh Bhavnani Speaker: Chunhua Weng Speaker: Sean Mooney Speaker: Shawn Murphy Speaker: Peter Elkin

Panel

Location: Elwha Ballroom

Session Code: S19

Credit: 1.50

Location: Elwha Ballroom

Session Code: S19

Credit: 1.50

2023031510:3012:00 000

WED, MAR 15

1F57A23B-1AB4-EC11-80F1-DF3C77D4812F
D700441E-52A9-ED11-80F4-8AF502304007
15211865-537D-ED11-80F4-8AF502304007

Thursday, Mar 16, 2023

Thursday, Mar 16, 2023 1:30 PM - 3:00 PM PDT

New and Intriguing Prediction Models

Speaker(s):

Session Chair: Lina Sulieman

Early Prediction of Primary Graft Dysfunction in Lung Transplant Recipients
Speaker: Inez Oh

Leveraging Electronic Medical Record Data for Predictive Modeling of Alzheimer?s Disease and Related Dementia
Speaker: Vienna Huang

Developing and Evaluating of a Machine-learning Opioid Overdose Prediction and Risk Stratification e-Tool (DEMONSTRATE)
Speaker: Weihsuan Lo-Ciganic

Monitoring machine learning (ML)-based prediction algorithms in the presence of confounding medical interventions
Speaker: Jean Feng

Using Machine Learning to Predict Hospital Disposition with Geriatric Emergency Department Innovation Intervention
Speaker: Steven Tran

Location: Elwha Ballroom

Session Code: S40

Credit: 1.50

Location: Elwha Ballroom

Session Code: S40

Credit: 1.50

2023031613:3015:00 000

THU, MAR 16

16211865-537D-ED11-80F4-8AF502304007

Tuesday, Mar 14, 2023

Tuesday, Mar 14, 2023 3:30 PM - 5:00 PM PDT

Best Practices for Reproducible Research and Open Science: Experience with N3C, Data/Analytic Platforms and Targeted Learning for Causal Inference

Speaker(s):

Speaker: Charles Barr Speaker: Dan Housman Speaker: Mark van der Laan Speaker: Andy Wilson Speaker: Asieh Golozar

Panel

Location: Elwha Ballroom

Session Code: S13

Credit: 1.50

Location: Elwha Ballroom

Session Code: S13

Credit: 1.50

2023031415:3017:00 001

TUE, MAR 14

1F57A23B-1AB4-EC11-80F1-DF3C77D4812F
15211865-537D-ED11-80F4-8AF502304007
1657A23B-1AB4-EC11-80F1-DF3C77D4812F
1B57A23B-1AB4-EC11-80F1-DF3C77D4812F
A68603FA-1BB4-EC11-80F1-DF3C77D4812F
9E8603FA-1BB4-EC11-80F1-DF3C77D4812F
9F8603FA-1BB4-EC11-80F1-DF3C77D4812F
A18603FA-1BB4-EC11-80F1-DF3C77D4812F
A28603FA-1BB4-EC11-80F1-DF3C77D4812F
6657A23B-1AB4-EC11-80F1-DF3C77D4812F
5E57A23B-1AB4-EC11-80F1-DF3C77D4812F
3657A23B-1AB4-EC11-80F1-DF3C77D4812F

Monday, Mar 13, 2023

Monday, Mar 13, 2023 3:30 PM - 5:00 PM PDT

Considerations for long-COVID research using real-world data

Speaker(s):

Speaker: Charisse Madlock-Brown Speaker: Abhishek Bhatia Speaker: Emily Pfaff Speaker: Nicole Weiskopf Speaker: Jimmy Phuong

Panel

Location: Elwha Ballroom

Session Code: S01

Credit: 1.50

Location: Elwha Ballroom

Session Code: S01

Credit: 1.50

2023031315:3017:00 001

MON, MAR 13

1F57A23B-1AB4-EC11-80F1-DF3C77D4812F
15211865-537D-ED11-80F4-8AF502304007
1657A23B-1AB4-EC11-80F1-DF3C77D4812F
1B57A23B-1AB4-EC11-80F1-DF3C77D4812F
A58603FA-1BB4-EC11-80F1-DF3C77D4812F
9E8603FA-1BB4-EC11-80F1-DF3C77D4812F
9F8603FA-1BB4-EC11-80F1-DF3C77D4812F
A18603FA-1BB4-EC11-80F1-DF3C77D4812F
A28603FA-1BB4-EC11-80F1-DF3C77D4812F
3757A23B-1AB4-EC11-80F1-DF3C77D4812F
3557A23B-1AB4-EC11-80F1-DF3C77D4812F
5F57A23B-1AB4-EC11-80F1-DF3C77D4812F

Tuesday, Mar 14, 2023

Tuesday, Mar 14, 2023 1:30 PM - 3:00 PM PDT

Hidden Socio-technical gaps in centralized data solutions for multisite research network: experiences from the eMERGE IV project

Speaker(s):

Speaker: Cong Liu Speaker: Kathleen Mittendorf Speaker: Jeritt Thayer Speaker: James Cimino Speaker: Robert Freimuth

Panel

Location: Elwha Ballroom

Session Code: S10

Credit: 1.50

Location: Elwha Ballroom

Session Code: S10

Credit: 1.50

2023031413:3015:00 001

TUE, MAR 14

1F57A23B-1AB4-EC11-80F1-DF3C77D4812F
15211865-537D-ED11-80F4-8AF502304007
1657A23B-1AB4-EC11-80F1-DF3C77D4812F
1D57A23B-1AB4-EC11-80F1-DF3C77D4812F
A58603FA-1BB4-EC11-80F1-DF3C77D4812F
9E8603FA-1BB4-EC11-80F1-DF3C77D4812F
9F8603FA-1BB4-EC11-80F1-DF3C77D4812F
A18603FA-1BB4-EC11-80F1-DF3C77D4812F
A28603FA-1BB4-EC11-80F1-DF3C77D4812F
5157A23B-1AB4-EC11-80F1-DF3C77D4812F
6B57A23B-1AB4-EC11-80F1-DF3C77D4812F
3157A23B-1AB4-EC11-80F1-DF3C77D4812F

Wednesday, Mar 15, 2023

Wednesday, Mar 15, 2023 1:30 PM - 3:00 PM PDT

Next Generation Registries: Defining the Scope of ?Registry Science? and The Role of a ?Registry Scientist? in a World of Rapidly Expanding Needs for Multimodal Data and Real World Evidence

Speaker(s):

Speaker: Steven Labkoff Speaker: Leon Rozenblit Speaker: Rachel Richesson Speaker: James Tcheng

Panel

Location: Elwha Ballroom

Session Code: S22

Credit: 1.50

Location: Elwha Ballroom

Session Code: S22

Credit: 1.50

2023031513:3015:00 001

WED, MAR 15

1F57A23B-1AB4-EC11-80F1-DF3C77D4812F
15211865-537D-ED11-80F4-8AF502304007
1657A23B-1AB4-EC11-80F1-DF3C77D4812F
1B57A23B-1AB4-EC11-80F1-DF3C77D4812F
A58603FA-1BB4-EC11-80F1-DF3C77D4812F
9E8603FA-1BB4-EC11-80F1-DF3C77D4812F
9F8603FA-1BB4-EC11-80F1-DF3C77D4812F
A18603FA-1BB4-EC11-80F1-DF3C77D4812F
A28603FA-1BB4-EC11-80F1-DF3C77D4812F
6B57A23B-1AB4-EC11-80F1-DF3C77D4812F
3C57A23B-1AB4-EC11-80F1-DF3C77D4812F
3357A23B-1AB4-EC11-80F1-DF3C77D4812F

Thursday, Mar 16, 2023

Thursday, Mar 16, 2023 10:30 AM - 12:00 PM PDT

Trustworthy AI for Healthcare: what does it mean and where are we at?

Speaker(s):

Speaker: Giovanna Nicora Speaker: Simone Marini Speaker: William La Cava Speaker: John H. Holmes Speaker: Riccardo Bellazzi

Panel

Location: Elwha Ballroom

Session Code: S33

Credit: 1.50

Location: Elwha Ballroom

Session Code: S33

Credit: 1.50

2023031610:3012:00 001

THU, MAR 16

1F57A23B-1AB4-EC11-80F1-DF3C77D4812F
15211865-537D-ED11-80F4-8AF502304007
1757A23B-1AB4-EC11-80F1-DF3C77D4812F
1A57A23B-1AB4-EC11-80F1-DF3C77D4812F
9E8603FA-1BB4-EC11-80F1-DF3C77D4812F
9F8603FA-1BB4-EC11-80F1-DF3C77D4812F
A18603FA-1BB4-EC11-80F1-DF3C77D4812F
A28603FA-1BB4-EC11-80F1-DF3C77D4812F
5857A23B-1AB4-EC11-80F1-DF3C77D4812F
6657A23B-1AB4-EC11-80F1-DF3C77D4812F
3157A23B-1AB4-EC11-80F1-DF3C77D4812F

Monday, Mar 13, 2023

Monday, Mar 13, 2023 3:30 PM - 5:00 PM PDT

Patient Engagement in Research and Care

Speaker(s):

Session Chair: Joshua Richardson

Reducing diagnostic delays in AHP using electronic health records, knowledge graphs and machine learning: a multicenter validation study
Speaker: Balu Bhasuran

Towards Semi-Automated Construction of Laboratory Test Result Comprehension Knowledgebase for a Patient-Facing Application
Speaker: Zhe He

Design and Implementation of a Cloud-Based Platform Supporting Respondent-Driven Sampling for Identifying and Contacting Individuals at Risk of COVID-19 Infection
Speaker: Andrew Olson

Advancing Artificial Intelligence and Machine Learning Through Improved Public Competitions
Speaker: Ezekiel Maier

Location: 502 |Cowlitz

Session Code: S02

Credit: 1.50

Location: 502 |Cowlitz

Session Code: S02

Credit: 1.50

2023031315:3017:00 000

MON, MAR 13

16211865-537D-ED11-80F4-8AF502304007

Tuesday, Mar 14, 2023

Tuesday, Mar 14, 2023 1:30 PM - 3:00 PM PDT

Social Determinents of Health: Addressing Disparities and Bias

Speaker(s):

Session Chair: Mollie Cummins

Detection of Suicidal Behavior and Self-harm Among Children Presenting to Emergency Departments: A Tree-based Classification Approach
Speaker: Juliet Edgcomb

Comprehensive Analysis of Electronic Health Records to Characterize The Association Between Intimate Partner Violence and Mental Health
Speaker: Mehmet Koyuturk

CRENO: An ontology to model concepts relating to culture, race, ethnicity, and nationality for health data
Speaker: Muhammad Amith

Characterizing Disparities in the Treatment of Intimate Partner Violence
Speaker: Cerag Oguztuzun

Racial, Ethnic and Socioeconomic Disparities in Acute Care Utilization among People with Type 2 Diabetes: An Epic Cosmos Analysis
Speaker: Feifan Liu

Location: 502 |Cowlitz

Session Code: S11

Credit: 1.50

Location: 502 |Cowlitz

Session Code: S11

Credit: 1.50

2023031413:3015:00 000

TUE, MAR 14

16211865-537D-ED11-80F4-8AF502304007

Tuesday, Mar 14, 2023

Tuesday, Mar 14, 2023 3:30 PM - 5:00 PM PDT

Language Matters: New Models and Methods

Speaker(s):

Session Chair: Anthony Solomonides

Context Variance Evaluation of Pretrained Language Models for Prompt-based Biomedical Knowledge Probing
Speaker: Zonghai Yao

Can Race-sensitive Biomedical Embeddings Improve Healthcare Predictive Models?
Speaker: Chunhua Weng

TRESTLE: Toolkit for Reproducible Execution of Speech, Text and Language Experiments
Speaker: Changye Li

H4H: A Comprehensive Repository of Housing Resources for Homelessness
Speaker: Samuel Osebe

A UMLS-based Investigation of Laterality in Biomedical Terminologies
Speaker: Rashmie Abeysinghe

Location: 502 |Cowlitz

Session Code: S15

Credit: 1.50

Location: 502 |Cowlitz

Session Code: S15

Credit: 1.50

2023031415:3017:00 000

TUE, MAR 14

16211865-537D-ED11-80F4-8AF502304007

Wednesday, Mar 15, 2023

Wednesday, Mar 15, 2023 10:30 AM - 12:00 PM PDT

Integrating Patient Perspectives and Ancillary Data Sources

Speaker(s):

Session Chair: Blanca Himes

The Association of Learning Health System Practicing Hospitals and other Health Information Interested Hospitals with Patient-Generated Health Data Uptake
Speaker: Ibukun Fowe

Assessing Patient Perspectives of a Cancer Telerehabilitation Platform Using Thematic Analysis of Semi-Structured Qualitative Interviews
Speaker: Aileen Santos Gabriel

Assessing the Predictive and Analytics Capability of Electronic Clinical Data for High-Cost Patients
Speaker: Saathvika Diviti

Linking Ambient NO2 Pollution Measures with Electronic Health Record Data to Study Asthma Exacerbations
Speaker: Alana Schreibman

Geospatial divide in real-world EHR data: Analytical workflow to assess regional biases and potential impact on health equity
Speaker: Serena Jinchen Xie

Location: 502 |Cowlitz

Session Code: S20

Credit: 1.50

Location: 502 |Cowlitz

Session Code: S20

Credit: 1.50

2023031510:3012:00 000

WED, MAR 15

16211865-537D-ED11-80F4-8AF502304007

Wednesday, Mar 15, 2023

Wednesday, Mar 15, 2023 1:30 PM - 3:00 PM PDT

Full Steam Ahead for Clinical Trials and Real World Data

Speaker(s):

Session Chair: Anita Walden

Collaborative Program to Evaluate Real World Data for Use in Clinical Studies and Regulatory Decision Making
Speaker: Meredith Zozus

Efficient Federated Kinship Relationship Identification
Speaker: Xinyue Wang

Principal Investigators’ Perceptions on Factors Associated with Successful Recruitment in Clinical Trials
Speaker: Betina Idnay

Automated Type 2 Diabetes Case and Control Identification from the MIMIC-IV Database
Speaker: Wanheng Zhang

Data Imputation for Clinical Trial Emulation: A Case Study on Impact of Intracranial Pressure Monitoring for Traumatic Brain Injury
Speaker: Zhizhen Zhao

Location: 502 |Cowlitz

Session Code: S25

Credit: 1.50

Location: 502 |Cowlitz

Session Code: S25

Credit: 1.50

2023031513:3015:00 000

WED, MAR 15

16211865-537D-ED11-80F4-8AF502304007

Wednesday, Mar 15, 2023

Wednesday, Mar 15, 2023 3:30 PM - 5:00 PM PDT

Applied Natural Language Processing

Speaker(s):

Session Chair: Lina Sulieman

Automated Fidelity Assessment for Strategy Training in Inpatient Rehabilitation using Natural Language Processing
Speaker: Hunter Osterhoudt

Extracting Temporal Expressions of First Seizure Onset from Epilepsy Patient Discharge Summaries
Speaker: Shiqiang Tao

Natural Language Processing Methods to Identify Oncology Patients at High Risk for Acute Care with Clinical Notes
Speaker: Claudio Fanconi

Generalizing through Forgetting - Domain Generalization for Symptom Event Extraction in Clinical Notes
Speaker: Sitong Zhou

Automation of Protocoling Advanced MSK Examinations Using Natural Language Processing Techniques
Speaker: Niloufar Eghbali Zarch

Location: 502 |Cowlitz

Session Code: S28

Credit: 1.50

Location: 502 |Cowlitz

Session Code: S28

Credit: 1.50

2023031515:3017:00 000

WED, MAR 15

16211865-537D-ED11-80F4-8AF502304007

Thursday, Mar 16, 2023

Thursday, Mar 16, 2023 10:30 AM - 12:00 PM PDT

Applied Decision Support for the Greater Good

Speaker(s):

Session Chair: Luke Rasmussen

iSMILE: AI-Based Individualized Social Risk Management in Type 2 Diabetes Health Care
Speaker: Serena Jingchuan Guo

Development of an AI-based screening algorithm for Head and Neck Cancers in Low Resourced Healthcare Systems
Speaker: Sean Shao Wei Lam

Informatics-Driven Behavior Change Interventions to Enhance Diagnostic Imaging Site-of-Care Selection for Commercially-Insured Members
Speaker: Daniel Reif

Initial Development and External Validation of a Biodigital Rapid Alert to Identify Neuromorbidity A-I Bundle (BRAIN AI) Among Critically Ill Children
Speaker: Christopher Horvat

Reducing Greenhouse Gas Emissions in Pediatric Anesthesia Care Using Data Science
Speaker: Elizabeth Hansen

Location: 502 |Cowlitz

Session Code: S34

Credit: 1.50

Location: 502 |Cowlitz

Session Code: S34

Credit: 1.50

2023031610:3012:00 000

THU, MAR 16

16211865-537D-ED11-80F4-8AF502304007

Thursday, Mar 16, 2023

Thursday, Mar 16, 2023 1:30 PM - 3:00 PM PDT

Natural Language Processing at Scale

Speaker(s):

Session Chair: Hongfang Liu

Using EHR data to predict symptom development for a cancer symptom-management mobile app
Speaker: Stephanie Gilbertson-White

Open-Source Family History Extraction and Normalization Resources
Speaker: Liwei Wang

Leveraging Natural Language Processing to Extract Features of Colorectal Polyps from Pathology Reports for Epidemiologic Study
Speaker: Ryzen Benson

Towards a Health Knowledge Graph: Integration of External Knowledge into Pre-trained Language Models Capturing Physician Reasoning from EHR
Speaker: Andrew Wen

Task-agnostic Linguistic Detection of Alzheimer’s Disease Dementia with Time-series Augmented Representations for Detection of Incoherent Speech (TARDIS)
Speaker: Weizhe Xu

Location: 502 |Cowlitz

Session Code: S38

Credit: 1.50

Location: 502 |Cowlitz

Session Code: S38

Credit: 1.50

2023031613:3015:00 000

THU, MAR 16

16211865-537D-ED11-80F4-8AF502304007

Tuesday, Mar 14, 2023

Tuesday, Mar 14, 2023 10:30 AM - 12:00 PM PDT

Building our House: Infrastructure and Informatics

Speaker(s):

Session Chair: Yifan Peng

The Substance Misuse Data Commons: A data platform with privacy-preserving linkage between a health system and outside state data agencies
Speaker: Claire Sun

Open-Source, Reproducible, and Inexpensive Data Challenge Infrastructure
Speaker: Peter DeWitt

Charlson Comorbidity in OMOP: An N3C RECOVER Study
Speaker: Peter Leese

Enhancing Clinical Information Retrieval Queries through Incorporation of Natural Language Processing Artifacts
Speaker: Andrew Wen

Contextual Information Discrepancy in Clinical Documents
Speaker: Sungrim Moon

Location: 502 |Cowlitz

Session Code: S05

Credit: 1.50

Location: 502 |Cowlitz

Session Code: S05

Credit: 1.50

2023031410:3012:00 000

TUE, MAR 14

16211865-537D-ED11-80F4-8AF502304007

Tuesday, Mar 14, 2023

Tuesday, Mar 14, 2023 5:30 PM - 7:00 PM PDT

Knowledge Discovery and Data Mining Working Group

Location: 502 |Cowlitz

Credit: 1.50

Location: 502 |Cowlitz

Credit: 1.50

2023031417:3019:00 000

TUE, MAR 14

Tuesday, Mar 14, 2023

Tuesday, Mar 14, 2023 12:15 PM - 1:15 PM PDT

Natural Language Processing Working Group

Location: 502 |Cowlitz

2023031412:1513:15 000

TUE, MAR 14

Monday, Mar 13, 2023

Monday, Mar 13, 2023 8:30 AM - 12:00 PM PDT

Data science opportunities and challenges in risk prediction and clinical decision support using electronic health and prescribing data to address substance use-related morbidity and mortality

Speaker(s):

Speaker: Weihsuan Lo-Ciganic Speaker: Iraklis Erik Tseregounis Speaker: Majid Afshar Speaker: Tamara Haegerich Speaker: Jonathan Arnold

Workshop - Collaborative

Location: 502 |Cowlitz

Session Code: W01

Credit: 3.50

Location: 502 |Cowlitz

Session Code: W01

Credit: 3.50

2023031308:3012:00 061

MON, MAR 13

2557A23B-1AB4-EC11-80F1-DF3C77D4812F
14211865-537D-ED11-80F4-8AF502304007
1657A23B-1AB4-EC11-80F1-DF3C77D4812F
1B57A23B-1AB4-EC11-80F1-DF3C77D4812F
A58603FA-1BB4-EC11-80F1-DF3C77D4812F
9E8603FA-1BB4-EC11-80F1-DF3C77D4812F
A08603FA-1BB4-EC11-80F1-DF3C77D4812F
A18603FA-1BB4-EC11-80F1-DF3C77D4812F
A28603FA-1BB4-EC11-80F1-DF3C77D4812F
3157A23B-1AB4-EC11-80F1-DF3C77D4812F
3A57A23B-1AB4-EC11-80F1-DF3C77D4812F
5857A23B-1AB4-EC11-80F1-DF3C77D4812F

Tuesday, Mar 14, 2023

Tuesday, Mar 14, 2023 1:30 PM - 3:00 PM PDT

AIShowcase- Session 2: Stage 1

SCOUT: An Natural Language Processing Tool to Automate Surgical Quality Assessment
Speaker: Brian Bucher

Evaluation of the Trauma Intervention Prediction (TIP) Platform for the Implementation of an Intervention-Based Trauma Triage Prediction Model
Speaker: Rachel Morris

Extracting meaningful social signals from patient-provider interactions
Speaker: Manas Satish Bedmutha

Mortality Risk Prediction for Patients with Chronic Diseases Using Electronic Health Records
Speaker: Liqin Wang

A Machine Learning System to Enable Enhanced Decision Making for Outpatient Care in Oncology Patients
Speaker: Renee George

Utilizing Artificial Intelligence to Process Incoming Referral Documents: Technical Performance Study
Speaker: Andrew Liu

Location: Quinault Ballroom

Credit: 1.50

Location: Quinault Ballroom

Credit: 1.50

2023031413:3015:00 000

TUE, MAR 14

Tuesday, Mar 14, 2023

Tuesday, Mar 14, 2023 3:30 PM - 5:00 PM PDT

At the Summit of Omics and Informatics Research

Speaker(s):

Session Chair: Robert Freimuth

Enabling Comprehensive Meta-Analysis of Multi-Cohort Metabolomic Studies with COMETS Analytics and RaMP-DB
Speaker: Ewy Mathe

Advancing Maturity Modeling for Precision Oncology
Speaker: Ariella Hoffman-Peterson

Lymphoblastoid Cell Line Samples in Next Generation Sequencing may have Calling Quality Changes over Time
Speaker: Jae-Yoon Jung

Ultrasound Radiomics for Type 2 Diabetes
Speaker: Sameed Khan

Location: Quinault Ballroom

Session Code: S14

Credit: 1.50

Location: Quinault Ballroom

Session Code: S14

Credit: 1.50

2023031415:3017:00 000

TUE, MAR 14

16211865-537D-ED11-80F4-8AF502304007

Wednesday, Mar 15, 2023

Wednesday, Mar 15, 2023 10:30 AM - 12:00 PM PDT

Making Sense of COVID Data

Speaker(s):

Session Chair: Benjamin Goldstein

N3C Data Enhancements: A Path for Expanding Common Data Models
Speaker: Emily Pfaff

Semantic Patient Clustering in the National COVID Cohort Collaborative (N3C)
Speaker: Melissa Haendel

Utility of Emergency Dept Testing to Predict Local COVID Surges
Speaker: Daniel Fort

Pediatric COVID-19 Dashboard using National COVID Cohort Collaborative (N3C) Data
Speaker: Tellen Bennett

Visualization of COVID-19 vaccination hesitancy and sentiment using social media data and natural language processing
Speaker: Jiancheng Ye

Location: Quinault Ballroom

Session Code: S21

Credit: 1.50

Location: Quinault Ballroom

Session Code: S21

Credit: 1.50

2023031510:3012:00 000

WED, MAR 15

16211865-537D-ED11-80F4-8AF502304007

Wednesday, Mar 15, 2023

Wednesday, Mar 15, 2023 1:30 PM - 3:00 PM PDT

Heating up Research with Data and FHIR

Speaker(s):

Session Chair: Joshua Richardson

Characterization of the OMOP and FHIR data extracts
Speaker: Lisa Schilling

CDS Hooks for CDC Opioid Guidelines: Report of a Pilot Study
Speaker: Andrey Soares

Supporting Clinical Care: SOFA on FHIR
Speaker: Erwin Böttinger

Recruitment Registry Profiles Completed Automatically from Electronic Health Records with FHIR
Speaker: Alex Cheng

Enrichment of a Data Lake to Support Population Health Outcomes Studies Using Social Determinants Linked EHR Data
Speaker: Md Kamruz Zaman Rana

Location: Quinault Ballroom

Session Code: S24

Credit: 1.50

Location: Quinault Ballroom

Session Code: S24

Credit: 1.50

2023031513:3015:00 000

WED, MAR 15

16211865-537D-ED11-80F4-8AF502304007

Wednesday, Mar 15, 2023

Wednesday, Mar 15, 2023 3:30 PM - 5:00 PM PDT

Enterprise Data Warehouses for Research (EDW4R)

Speaker(s):

Session Chair: Laura Wiley

The Iowa Heath Data Resource (IHDR): an Innovative Framework for Transforming the Clinical Health Data Ecosystem at the University of Iowa
Speaker: Heath Davis

Enhancing an Enterprise Data Warehouse for Research with Natural Language Processing
Speaker: Tanja Magoc

Maturity in Enterprise Data Warehouses for Research Operations: Analysis of a Pilot Study
Speaker: Boyd Knosp

Design and Engineering of Informatics Platforms for RWD-Intensive Decentralized Clinical Trials
Speaker: Matthew Cowperthwaite

Toward a Reproducible Implementation Framework for Fit-for-Use Data Quality Assessment in Large-Scale Clinical Research
Speaker: Hanieh Razzaghi

Location: Quinault Ballroom

Session Code: S26

Credit: 1.50

Location: Quinault Ballroom

Session Code: S26

Credit: 1.50

2023031515:3017:00 000

WED, MAR 15

16211865-537D-ED11-80F4-8AF502304007

Thursday, Mar 16, 2023

Thursday, Mar 16, 2023 10:30 AM - 12:00 PM PDT

Fast Lane to Discovery for Clinical Trial Recruitment

Speaker(s):

Session Chair: Kate Fultz Hollis

Identifying Patients in Electronic Health Records with Complete Data
Speaker: Griffin Weber

A Shared Task for Clinical Trial Search: Overview of the TREC Clinical Trials Track
Speaker: William Hersh

A Cohort Discovery and Exploration System for Clinical Trial Accrual
Speaker: Andrew Wen

Selecting EHR-driven Recruitment Strategies: A Guide and Case Example
Speaker: Randall Grout

Supplementing Data Completeness in the All of Us Research Program Using Record Linkage
Speaker: Yuyang Yang

Location: Quinault Ballroom

Session Code: S32

Credit: 1.50

Location: Quinault Ballroom

Session Code: S32

Credit: 1.50

2023031610:3012:00 000

THU, MAR 16

16211865-537D-ED11-80F4-8AF502304007

Thursday, Mar 16, 2023

Thursday, Mar 16, 2023 1:30 PM - 3:00 PM PDT

Moving Beyond Bias and Disparaties: Informatics for a Better Tomorrow

Speaker(s):

Session Chair: Laura Wiley

Gender-based Language Differences in Letters of Recommendation
Speaker: Sunyang Fu

Evaluate underdiagnosis and overdiagnosis bias of deep learning model on primary open-angle glaucoma diagnosis in under-served patient populations
Speaker: Mingquan Lin

Avoiding Biased Clinical Machine Learning Model Performance Estimates in the Presence of Label Selection
Speaker: Conor Corbin

Investigating Three Classification Methods for Per/Poly-Fluoroalkyl Substance (PFAS) Exposure from Electronic Health Records And Potential for Bias
Speaker: Mary Regina Boland

Using Explainable AI to cross-validate socio-economic disparities among covid-19 patient mortality
Speaker: Li Shi

Location: Quinault Ballroom

Session Code: S36

Credit: 1.50

Location: Quinault Ballroom

Session Code: S36

Credit: 1.50

2023031613:3015:00 000

THU, MAR 16

16211865-537D-ED11-80F4-8AF502304007

Tuesday, Mar 14, 2023

Tuesday, Mar 14, 2023 12:15 PM - 1:15 PM PDT

Lunch & Learn sponsored by InterSystems (Invite Only) Solving for Big Data and Analytics with FHIR

Location: Quinault Ballroom

2023031412:1513:15 091

TUE, MAR 14

Monday, Mar 13, 2023

Monday, Mar 13, 2023 3:30 PM - 5:00 PM PDT

Machine Learning for Predictions

Speaker(s):

Session Chair: Li Shen

Paper - Regular

Timeline Registration for Electronic Health Records
Speaker: Anru Zhang

Significance of Intraoperative Medication Data and Predictive Model Selection for Predicting Postoperative First-Time Atrial Fibrillation
Speaker: Jingzhi Yu

Towards Interpretable Multimodal Predictive Models for Early Mortality Prediction of Hemorrhagic Stroke Patients
Speaker: Forhan Bin Emdad

Mild Cognitive Impairment: Data-Driven Prediction, Risk Factors, and Workup
Speaker: Sajjad Fouladvand

Ochsner Emergency Department Overcrowding Scale (OEDOCS): predicting Emergency Department crowding among diverse academic hospital settings
Speaker: Lisa Fort

Location: Quinault Ballroom

Session Code: S04

Credit: 1.50

Location: Quinault Ballroom

Session Code: S04

Credit: 1.50

2023031315:3017:00 000

MON, MAR 13

2057A23B-1AB4-EC11-80F1-DF3C77D4812F
16211865-537D-ED11-80F4-8AF502304007

Tuesday, Mar 14, 2023

Tuesday, Mar 14, 2023 10:30 AM - 12:00 PM PDT

Phenotypes, Models and Cohorts: The Whopper

Speaker(s):

Session Chair: Anthony Solomonides

Large-Scale Analysis with Deep Learning for the Early Diagnosis of Patients at Risk for Primary Immunodeficiencies
Speaker: Georgios Papanastasiou

APLUS: A Python Library for Usefulness Simulations of Machine Learning Models in Healthcare
Speaker: Michael Wornow

Thick Data Analytics for Iterative Model Development
Speaker: Minh Nguyen

Generalizable Models to Predict Risk of HIV Infection from Electronic Health Records
Speaker: Sarah May

Using systematic study-specific data quality assessment to optimize a multi-institutional study of children with chronic kidney disease
Speaker: Amy Goodwin Davies

Location: Quinault Ballroom

Session Code: S07

Credit: 1.50

Location: Quinault Ballroom

Session Code: S07

Credit: 1.50

2023031410:3012:00 000

TUE, MAR 14

16211865-537D-ED11-80F4-8AF502304007

Monday, Mar 13, 2023

Monday, Mar 13, 2023 8:00 AM - 12:00 PM PDT

Which Comes First: High Quality Clinical Data or Reliable AI-based Applications? - A Collaborative Workshop Proposal for AMIA 2023 Informatics Summit

Speaker(s):

Speaker: Zhe He Speaker: Hong Yu Speaker: Mui Van Zandt Speaker: Nicole Weiskopf Speaker: Yuan Luo

Workshop - Collaborative

Location: Quinault Ballroom

Session Code: W02

Credit: 3.50

Location: Quinault Ballroom

Session Code: W02

Credit: 3.50

2023031308:0012:00 062

MON, MAR 13

2557A23B-1AB4-EC11-80F1-DF3C77D4812F
14211865-537D-ED11-80F4-8AF502304007
1757A23B-1AB4-EC11-80F1-DF3C77D4812F
1A57A23B-1AB4-EC11-80F1-DF3C77D4812F
A58603FA-1BB4-EC11-80F1-DF3C77D4812F
9E8603FA-1BB4-EC11-80F1-DF3C77D4812F
9F8603FA-1BB4-EC11-80F1-DF3C77D4812F
A18603FA-1BB4-EC11-80F1-DF3C77D4812F
A28603FA-1BB4-EC11-80F1-DF3C77D4812F
3E57A23B-1AB4-EC11-80F1-DF3C77D4812F
6857A23B-1AB4-EC11-80F1-DF3C77D4812F
5857A23B-1AB4-EC11-80F1-DF3C77D4812F

Monday, Mar 13, 2023

Monday, Mar 13, 2023 5:00 PM - 6:30 PM PDT

Optimizing the Identification and Prediction of Statin Intolerance to Improve Statin Adherence Using Natural Language Processing and Machine Learning

Speaker(s):

Speaker: Boguang Sun

Poster - Regular

Location:

Session Code: P46

Location:

Session Code: P46

2023031317:0018:30 000

MON, MAR 13

2257A23B-1AB4-EC11-80F1-DF3C77D4812F
D800441E-52A9-ED11-80F4-8AF502304007

Monday, Mar 13, 2023

Monday, Mar 13, 2023 5:00 PM - 6:30 PM PDT

Predicting and Preventing Hospital Deterioration

Speaker(s):

Speaker: Thomas Byrd

Poster - Regular

Location:

Session Code: P47

Location:

Session Code: P47

2023031317:0018:30 000

MON, MAR 13

2257A23B-1AB4-EC11-80F1-DF3C77D4812F
D800441E-52A9-ED11-80F4-8AF502304007

Monday, Mar 13, 2023

Monday, Mar 13, 2023 5:00 PM - 6:30 PM PDT

Al-enabled Rib Fracture Diagnostic Tool

Speaker(s):

Speaker: Zhongran Niu

Poster - Regular

Location:

Session Code: P48

Location:

Session Code: P48

2023031317:0018:30 000

MON, MAR 13

2257A23B-1AB4-EC11-80F1-DF3C77D4812F
D800441E-52A9-ED11-80F4-8AF502304007

Monday, Mar 13, 2023

Monday, Mar 13, 2023 5:00 PM - 6:30 PM PDT

Developing a Neurosurgery Readmission Reduction Program (NSRRP) in an Adult Academic Health Center

Speaker(s):

Speaker: Danny Wu Speaker: TZU-CHUN WU

Poster - Regular

Location:

Session Code: P49

Location:

Session Code: P49

2023031317:0018:30 000

MON, MAR 13

2257A23B-1AB4-EC11-80F1-DF3C77D4812F
D800441E-52A9-ED11-80F4-8AF502304007

Monday, Mar 13, 2023

Monday, Mar 13, 2023 5:00 PM - 6:30 PM PDT

Towards a Holistic Understanding of a Patient’'s History Using Clinical Narratives Enabled with a Clinical Language Model

Speaker(s):

Speaker: Max Kaufmann

Poster - Regular

Location:

Session Code: P50

Location:

Session Code: P50

2023031317:0018:30 000

MON, MAR 13

2257A23B-1AB4-EC11-80F1-DF3C77D4812F
D800441E-52A9-ED11-80F4-8AF502304007

Monday, Mar 13, 2023

Monday, Mar 13, 2023 5:00 PM - 6:30 PM PDT

Natural Language Processing-driven State Machines to Extract Social Needs from Unstructured Clinical Documentation

Speaker(s):

Speaker: Katie Allen

Poster - Regular

Location:

Session Code: P51

Location:

Session Code: P51

2023031317:0018:30 000

MON, MAR 13

2257A23B-1AB4-EC11-80F1-DF3C77D4812F
D800441E-52A9-ED11-80F4-8AF502304007

Monday, Mar 13, 2023

Monday, Mar 13, 2023 5:00 PM - 6:30 PM PDT

Discrimination, calibration, and point estimate accuracy of GRU-D-Weibull architecture for real-time individualized endpoint prediction

Speaker(s):

Speaker: xiaoyang ruan

Poster - Regular

Location:

Session Code: P52

Location:

Session Code: P52

2023031317:0018:30 000

MON, MAR 13

2257A23B-1AB4-EC11-80F1-DF3C77D4812F
D800441E-52A9-ED11-80F4-8AF502304007

Monday, Mar 13, 2023

Monday, Mar 13, 2023 5:00 PM - 6:30 PM PDT

Glimpses from a Cancer Research Hospital’'s AI/ML Journey

Speaker(s):

Speaker: Anyi Li Speaker: Rohan Singh

Poster - Regular

Location:

Session Code: P53

Location:

Session Code: P53

2023031317:0018:30 000

MON, MAR 13

2257A23B-1AB4-EC11-80F1-DF3C77D4812F
D800441E-52A9-ED11-80F4-8AF502304007

Monday, Mar 13, 2023

Monday, Mar 13, 2023 5:00 PM - 6:30 PM PDT

Automated machine learning in analysis Hepatitis B virus DNA laboratory results and decision support for prevention of fulminant liver failure

Speaker(s):

Speaker: Ka Yin CHAN

Poster - Regular

Location:

Session Code: P54

Location:

Session Code: P54

2023031317:0018:30 000

MON, MAR 13

2257A23B-1AB4-EC11-80F1-DF3C77D4812F
D800441E-52A9-ED11-80F4-8AF502304007

Monday, Mar 13, 2023

Monday, Mar 13, 2023 5:00 PM - 6:30 PM PDT

AI for Assisting Gene Indexing at the National Library of Medicine Stage I: an improved gene name recognition and normalization algorithm

Speaker(s):

Speaker: Chih Hsuan Wei

Poster - Regular

Location:

Session Code: P55

Location:

Session Code: P55

2023031317:0018:30 000

MON, MAR 13

2257A23B-1AB4-EC11-80F1-DF3C77D4812F
D800441E-52A9-ED11-80F4-8AF502304007

Monday, Mar 13, 2023

Monday, Mar 13, 2023 5:00 PM - 6:30 PM PDT

Predicting the likelihood of urinary bladder carcinoma progression / recurrence using natural language processing and applied data science to create point-of-care assistive clinical-decision support tools

Speaker(s):

Speaker: Andrew Hudson

Poster - Regular

Location:

Session Code: P56

Location:

Session Code: P56

2023031317:0018:30 000

MON, MAR 13

2257A23B-1AB4-EC11-80F1-DF3C77D4812F
D800441E-52A9-ED11-80F4-8AF502304007

Monday, Mar 13, 2023

Monday, Mar 13, 2023 5:00 PM - 6:30 PM PDT

Prediction of emergency visits of diabetic patients using integrated social determinants of health with electronic medical records

Speaker(s):

Speaker: Jay Patel

Poster - Regular

Location:

Session Code: P57

Location:

Session Code: P57

2023031317:0018:30 000

MON, MAR 13

2257A23B-1AB4-EC11-80F1-DF3C77D4812F
D800441E-52A9-ED11-80F4-8AF502304007

Monday, Mar 13, 2023

Monday, Mar 13, 2023 5:00 PM - 6:30 PM PDT

Moment-to-moment surgical skill assessment in robotic surgery

Speaker(s):

Speaker: Marzieh Ershad

Poster - Regular

Location:

Session Code: P58

Location:

Session Code: P58

2023031317:0018:30 000

MON, MAR 13

2257A23B-1AB4-EC11-80F1-DF3C77D4812F
D800441E-52A9-ED11-80F4-8AF502304007

Monday, Mar 13, 2023

Monday, Mar 13, 2023 5:00 PM - 6:30 PM PDT

Prototype Inception Model for Artificial Intelligence Translation: Perioperative Patient Assessment and Outcome Prediction in Department of Surgery

Speaker(s):

Speaker: Lauren Rost

Poster - Regular

Location:

Session Code: P59

Location:

Session Code: P59

2023031317:0018:30 000

MON, MAR 13

2257A23B-1AB4-EC11-80F1-DF3C77D4812F
D800441E-52A9-ED11-80F4-8AF502304007

Monday, Mar 13, 2023

Monday, Mar 13, 2023 5:00 PM - 6:30 PM PDT

An Explainable Boosting Machine model to predict treatment of children at risk of sepsis within 6 hours of triage

Speaker(s):

Speaker: Peter Stella

Poster - Regular

Location:

Session Code: P60

Location:

Session Code: P60

2023031317:0018:30 000

MON, MAR 13

2257A23B-1AB4-EC11-80F1-DF3C77D4812F
D800441E-52A9-ED11-80F4-8AF502304007