Program Schedule

Poster Session 2

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

“Data Donation” or “Data Sharing”? A Scoping Review Characterizing Language Use in mHealth Research Involving Person-generated Health Data

A Full and Approximated Model for Predicting Infection-Related Adverse Events in a Home Health Care Population

A Multidisciplinary System Design Workshop to Adapt Interoperable Clinical Decision Support Tools for Chronic Pain

Addressing Social Determinants of Health: What is Needed for High Quality Data?

AI Showcase: A Deductive Data-Driven Pipeline Powered by MLHO for Post-Acute Sequelae of COVID-19 (PASC) Phenotyping

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

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

AI Showcase: Evaluating a Vendor-derived Pediatric Sepsis Predictive Model in Acute Care Settings

AI Showcase: Comprehensive Evaluation of Health Impact of an ML-Based CDS Solution Integrated with Remote Device: Protocol for RCT in Children with Asthma

ALS community pressing issues: lessons from a survey

AMIA 25x5 Health IT Vendor Workstream

AMIA 25x5 Policy & Advocacy Workstream

AMIA 25x5 Providers & Health Systems Workstream

An Interpretable Machine Learning Approach to Prioritizing Factors Contributing to Clinician Burnout

Analysis of Oral Microbiome to Identify Biomarkers of Oral Mucositis

Annotation Enhancement of Synthetic Family History Corpus

Applying Design Thinking to Develop a Mobile App for Patients with Suicide Risk

Artificial Intelligence, Design and Telemedicine: non-stigmatizing devices for symptoms relief

Assessment of Real-World Health Applications on FHIR

AutoScore-Ordinal: An Interpretable Machine Learning Framework for Generating Scoring Models for Ordinal Outcomes

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

Building a Breast Cancer Learning Health System

Building Determinants of Health Ontology of Mappable Elements (DHOME)

Can E-Triggers Identify Cases of Diagnostic Error Hospitalized Patients? Analysis of Two High-Risk Cohorts

CIHLex: Complementary and Integrative Health Lexicon

Clinical Decision Support Intervention to Improve Nutritional Evaluation Consistency in Pediatric Patients with Feeding Tubes

Clinical Decision Support to Reduce Nephrotoxic Medication-Associated Acute Kidney Injury in Non-Critically Ill Hospitalized Children

Clinician perceptions of AI notifications and early system performance data from pilot phase of LINK-HF2 study

Comparison of Charlson Comorbidity Index to Laboratory results-based Scores for Mortality Prediction

Complementing ICD Codes with Nurses’ Assessment Data Can Improve the Identification of Patients with Hearing and Visual Impairments

Creation of an interactive and clinically relevant EHR curriculum for medical students

Deep Learning-based Rare Disease Patient Classification Using Phenotypes

Detecting Patterns of Chemotherapy Administration Using Cluster Analysis in Breast Cancer Patients

Developing a Data Pipeline to Facilitate the Understanding of the Interrelationships Between Humans and Technology in Smart Buildings

Developing a Note Template to Improve the Understanding and Actionability of Clinical Notes for Diabetic Patients

Developing and Mapping Pediatric Phecodes (Phecode-Peds)

Diffusion Tensor Imaging as a Biomarker for Pediatric Cardiac Arrest Outcomes

Digital tools to help parents screen their child for autism are of low quality

Disparities in Patient Portal Use in Radiotherapy Treated Patients in the Era of COVID-19

Enhancing the Value of Digital Health Support for Mental Health Help-Seeking in Transitional Aged Youth: What should we do next?

Epidemiological topology data analysis links severe COVID-19 to RAAS and hyperlipidemia associated metabolic syndrome conditions

Evaluation of ICU Severity Scores and Mortality Prediction by Race and Ethnicity: A Machine Learning Approach Using MIMIC-IV

Examining the impact of sex differences and the COVID-19 pandemic on health and health care: findings from a national cross-sectional study

Exploring COVID-19 outreach strategies to promote vaccine equity: Lessons for healthcare systems

Fast Textual Corpus Retrieval from Electronic Health Records using PDF Parser and TxtSplit Tools

Formative Evaluation of an SMS-Based Information Service for Maternal Health Program in a Geographically Isolated Area in the Philippines

Found in Translation: Transforming Rules-Based Diabetes Phenotyping Algorithms into Reproducible Diabetes Cohorts from Real-World Data

From Rules to Machine Learning: Upgrading Aging Clinical NLP Systems

Gleaning Prediabetic Risk and Associated Factors from Homecare Nursing Notes Using Natural Language Processing

Health Information Technology Adoption and Utilization in Long-Term and Post-Acute Care Settings

High-throughput assessment of genomic outcomes: development and validation of the HI-TAG knowledgebase

How to Improve Digital Wellbeing Interventions? Preliminary Study of Factors Affecting Intervention Engagement, Impact, and Habit Formation

Identifying Patients from Sentences: A Label-to-Label Classification Model to Predict Who May Benefit from Pulmonary Rehabilitation

Improving Cell Type Classification in Histology Images with Active Learning

Improving the Coverage of Food Allergy in Clinical Terminologies

Improving the Performance of Large Language Models by Domain-Specific Pre-Training on Clinical Documents

Leveraging EHR Audit Log Data to Unlock New Insights into Care Processes and Outcomes

Leveraging Natural Language Processing Tool to Identify Eligible Lung Cancer Screening Patients in the Electronic Health Record

Leveraging the Electronic Health Record to Increase Sleep-Friendly Medication Schedules in the Inpatient Setting

Machine learning and natural language processing for classifying infant feeding status from clinical notes

Mapping Family History Information from Clinical Narratives to Ontologies or Terminological Resources

Measuring the Effect of EHR Data Quality in Identifying Type 2 Diabetes Population Across Common Phenotype Definitions of Diabetes

Modeling to Improve Identification of Peripheral Artery Disease Cohorts from Administrative Data

Normalization of free-text annotated entries increases accuracy of diagnoses coding for quality reporting

Optimizing Clinical Research Eligibility Prescreening: An Iterative Usability Evaluation of an NLP-driven Cohort Identification Tool

Pain and opioid research evidence base: NIH Heal CDEs

Patient Experiences with a Technology-Facilitated N-of-1 Clinical Trial for Shared Decision-Making about Beta-Blocker Medication Usage

Patient Opening Rates for Open Notes

Phenotyping Hepatic Immune-Related Adverse Events After Immune Checkpoint Inhibitor Therapy

Post-Hoc Ensemble Generation for Clinical NLP: A Study of Concept Recognition, Normalization, and Context Attributes

Preliminary Performance of a Real-time EHR-embedded Predictive Algorithm for Diagnostic Error in ICU Patients

Profiling Tox21 Bioassay Towards Drug Repurposing for Rare Diseases

Provider and Older Patient Responses to Rapid Expansion of Telehealth Care in an Urban Cancer Center

Quality Assessment of Functional Status Documentation in EHR Across Institutions

Quality evaluation of mHealth technologies for COVID-19 using the Mobile Application Rating Scale (MARS): The Philippine Perspective

Quantifying the Perioperative Risks for Patients on Buprenorphine for Substance Use Disorder Using a Large National Database

Quantitative Assessment on “Freshness” of Hyperlinked Online Resources for COVID-19

Queering the EHR: Uncovering the embedded cisheteronormativity in health information technology

Relationship Between Neighborhood Opportunity and Deprivation Indices and Healthcare Utilization for Children with Central Nervous System Tumors

Resemblance Distantly Supervised Approach to Extract Triplet Information from Randomized Control Trials of Breast Cancer

Risk Factors and Algorithms to Predict Return to Play in Sports Medicine: A Preliminary Systematic Scoping Review

Successful rollout of a Transfusion Dashboard

Sustaining Connections Amidst COVID-19: Implementation of an Inpatient Mental Health Tablet Program

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

Technology Prevalence in Childhood by Parent Reports: An Opportunity for Obesity Prevention

The AIM-AHEAD Data Science Training Core

Towards Equitable Enrollment into a Clinical Trial of a Digital Health Intervention using Multi-Pronged Recruitment Strategy

Transferring Process Knowledge and Protocol Structure in a Continuous Remote Patient Monitoring Program: Heart Failure to Ileostomy Clinical Use Case Study

User requirements for a search feature in health information technology systems: A pilot study of emergency physicians

Using Data Assimilation to Predict Post-Operative Bariatric Surgery Glycemic Status in Adolescents

Utilization of Electronic Health Record Gender Demographic Fields: A Metadata Analysis

Validating Data-Driven Clinical Fingerprints as an Input Feature Representation

Validation of a Smartphone Pupillometer in Healthy Subjects

Visual Interview Elicitation Using Online Tools in the Context of Dementia: Preliminary Review and Recommendations

When Alerts Work as Expected but Not as Intended: Situation Awareness for Patients with Cardiac Shunt at High Risk of Rapid Deterioration

A First Step to Uncovering Hidden Symptoms and in Patients with Acute Myeloid Leukemia using Natural Language Processing

Applying Natural Language Processing to Medical Examiner Notes

Blind Inference: An Automated Privacy-Preserving Prediction Service using Secure Multi-Party Computation for Medical Applications

Building Trust in Research Through Information and Intent Transparency with Health Information

Continuous Remote Patient Monitoring: Evaluation of the Cascade Heart Failure Study Phases 1 and 2

Evolution of Electronic Exchange of Public Health Vaccination Reporting and Queries in COVID-19 context: Minnesota Immunization Information System

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

How physicians use EHR data to classify sensitive medical records? Thematic analysis

Implementing a Postoperative Checklist: Quality, Safety, and Revenue

Literature Knowledge Graphs for Risk Modeling: a use case on Diabetes

Regulatory Oversight and Public Perceptions of Prediction in Healthcare

Returning Study Results to Research Participants: Data Access, Format, and Sharing Preferences

Supporting Interprofessional Collaboration through Clinical Documentation: An Exploration of Doctors? and Nurses? Reasoning Processes

Understanding Barriers and Facilitators to Resilient Cancer Care

Understanding Mechanisms of Missingness for Unspecified Diabetic Retinopathy Disease Severity in the Electronic Health Record: An IRIS® Registry Analysis

Integrating Clinical Informatics into Undergraduate Medical Education Curriculum: Innovations and Challenges

Oncologist Opinion and Use of a Machine Learning-Powered Clinical Decision Support System to Aid Serious Illness Conversations for Lung Cancer Patients

Emerging Trends in Health Information Technology: Results from a Horizon Scan

Exploration of Disease Pathways Using Simple Graph Comparison Methods

Ethical Review of Human and Organizational Factor Research in the Context of AMIA’s Code of Professional and Ethical Conduct

Hacking Mental Health: A Vanderbilt Clinical Informatics Center Hackathon

Building a Pipeline for Clinical Alerts Generated via Natural Language Processing

Reproducibility in comparative effectiveness and safety of ACE inhibitors and thiazides for modified monotherapy treatment criteria

Assessing the Use of a Clinical Decision Support Tool for Pain Care Information in Primary Care

Enhancing Value Set Maintenance for Transferring Harmonized Laboratory Data from Health Care Institutions to Registries

Leverage EMR to Change Practice Patterns and Streamline Non-EMR Workflows - An Interfacility Transfer Process Improvement Effort with Far Reaching Implications

Challenges in Custom Machine Learning Model Implementation in a Vendor System: Use of a Deep Learning Model for Pediatric CLABSI Prediction

A Multidisciplinary Approach to User-Centered Design: Optimizing Reporting of Stroke Quality Metrics

Leveraging Biolink for Interoperability between Semantic Models

Telemedicine Second Opinions: A Promising Mechanism for Expanding Equitable Access to Subspecialty Oncology Expertise

A Framework for Generating Synthetic Clinical Datasets with Learning Effects to Support Methods Development and Validation

A consortium blockchain for secure, unified, and efficient sharing of EHR and genomics data

Acceptance and Use of a Mobile Yoga Application by Breast Cancer Survivors: A Brief Intervention Study

Validation of a Two-year Risk Prediction Model for Undiagnosed Atrial Fibrillation Using National Electronic Health Record Data

Improving Ease and Fidelity of Identifying the Correct Patient Care Provider

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

Real-Time Performance Measure Driven Suicide Prevention Care Monitoring and Care Delivery Enhancement in the U.S. Department of Veterans Affairs

Usability Inspection of the MAISIE mobile CDS app

Pressure Injury Prevention: A Focused Care Approach Using Predictive Analytics

A Novel Zero-shot Learning Framework for Clinical Text Classification

Medication Reconciliation Module Use Leads to Earlier Discharge Time

A Predictive Model to Identify Patients for Palliative Care Assessment

Validating Complex Phenotypes: A Structured Approach for Dementia

Relational FHIR: Converting FHIR’s Hierarchal Schema

Identifying risk factors of suicide attempts among people with diabetes using LASSO regression

Predicting the Retention of Subsequent Surveys in the All of Us

Quantifying the problem of inconsistent missing data handling across the pipeline of Clinical Prediction Models: A simulation study

Topic Analysis in Biomedical Informatics:A analysis of 20 years’ of papers in Journal of Biomedical Informatics

Validating Readability Measures on Online Health Information: A Preliminary Systematic Scoping Review

A Pilot Study of Automated Approaches to Translate Health Illiterate Language

Community champions as health informatics partners in co-production

Developing a Risk Prediction Model for 30-Day Readmission after Hospitalization from COVID-19

What Are the Mental Health Needs of Caregivers of Alzheimer’s Disease and Related Dementias (ADRD) Patients during the COVID-19 Pandemic? A Natural Language Processing Analysis of Online Caregiver Discussion Forum

Systematic Review of Mobile Integrated Health interventions to facilitate telehealth usage among older adults

Assessing Pandemic Readiness to Promote Equity in Institutional Health IT

Mobile apps for suicide prevention: Developing an evidence-based framework for essential features

Piloting Family Health History Chatbot with Crowd-Sourced Data Collection