Lightning Talks (2:00 – 3:30 pm, Room 202)
Christina Grimes & Joey LeGrand – Emergency Department Velocity Dashboards
Jon Wanderer – Intra-Op Oxygenation: Supporting Research as a Physician Builder
Jacob Franco – Inpatient Population Substructure Effect on CMI-Adjusted LOS (CARLOS)
Tonja Sessoms, Amber Massey, & Cory Smeltzer – Standardizing PACU Nursing Documentation
Aviva Mattingly & Donnie Sengstack – Building a Thyroid Cancer Database at VUMC
Aileen Wright – Fixing the Cracks in the Foundation of Clinical Build: The VCLIC Grouper Analyzer
Poster Presentations (3:30 – 4:30 pm, North Lobby)
Cody Wrather – Building an Analytics Team and Establishing an Organized Process
- Laura Zahn – The Physician Builder Model: A Survey and Productivity Analysis
Sean Huang – Creation of Operational Dashboard to Monitor 4M Implementation in an Acute Care for the Elderly Unit
- Eunice Huang – Development of a Pediatric Perioperative Antibiotic Prophylaxis Administration Dashboard: Characteristics Needed to Achieve Impact
- Gary Owen – Leveraging SDEs for Documentation & Reporting of Medication Prior Authorizations
Aviva Mattingly & Donnie Sengstack – Building a Thyroid Cancer Database at VUMC
- Laura Jones – Visualizing the Research and Synthetic Derivative Pipeline: Leveraging Clinical Data for Research Insights
- Tim Coffman – Accelerating Bench-to-Bedside with FHIR for Custom EHR-Integrated Applications
- Pradeep Mummidi & Zachary Melvin – Hospital Census Predictive Model
Gwendolyn Thompson – NICU WORKLINE 2.0: Expanded Model of Clinical Workload Within the NICU
Alvin Jeffery – Introducing SPECTACULAR: An Efficient Quantitative Method to Identify Optimal Clinical Decision Support Tool Designs
- Michael O’Brien – Automated Clinical Decision Support Enhances Post-Adenoma Surveillance Tracking in the Electronic Medical Record
Daniel Hausrath – Evaluating the Efficacy of EHR-Based Alerts for IDA in Pregnancy
- Brandon Buxton & Rachael Miller – Pediatric Bone Age Calculation in Epic
Milner Staub – Lessons Learned from Developing EMR “Solutions” to Reduce Antibiotic Prescribing for Upper Respiratory Tract Infections
- Scott Nelson – Feature Forward: Standardizing and Monitoring Epic Data for Smarter Models
Siru Liu – Optimizing Order Sets with a Large Language Model-Powered Multi-Agent System
Hunter Shi – The Use of Large Language Models to Help Patients Understand Their Test Results
- Stephen Gradwohl – Using a Large Language Model (LLM) to Improve the Accuracy of Clinical Decision Support for Foreign Body Ingestion/Aspiration Screening in the Emergency Department: A Retrospective Diagnostic Accuracy Study
- Eric Chen – Using LLMs to Classify Medical Malpractice Cases and Identify Opportunities for Improvement
- Sina Madani – Turbocharging Clinical NLP: Using UMLS Hierarchies to Model Word Cloud Knowledge Base for Faster Insights and Relationship Discovery with AI Assistance
- Jacob Beckstead – Evaluating Agentic AI as a Research Assistant in Biomedical Informatics
Henry Domenico – From Model to Medicine: Using AI and Pragmatic RCTs to Transform Patient Care
Joyce Harris – Using Value Sensitive Design to Understand Patient Perspectives on Health AI
Bryan Steitz – Improving Algorithms for Detecting Inpatient Deterioration with a Remote Sensing Device to Document Real-Time Changes to Supplemental Oxygen
- Thomas Reese – Performance of a Computable Phenotype to Identify Patients with Stimulant Use Disorder
Hyunjoon Lee – Clinical Note-Extracted Psychosocial Factors Enhance Prediction of Suicide Attempt in Emergency Department Patients with Suicidal Ideation
- Hannah Slater – Rapid Review of Models Assessing Suicide Risk from Patient Portal and Crisis Text Line Messages
- Brian Douthit – Aligning Virtual Workflows to Nursing Care