Use Case Work Groups
Description
This use case focuses on AI systems that help clinicians quickly find relevant information within a patient’s electronic health record (EHR). These tools use natural language processing or search algorithms to extract critical clinical data (e.g., prior diagnoses, medications, lab results), reducing time spent navigating complex records and enabling faster decision-making. EHR information retrieval may have many different applications, including but not limited to, enhancing point-of-care decision-making, completing a prior authorization request, research, and site-level clinical trial management and reporting. We will also explore EHR information retrieval for use in direct to consumer use cases and patient-driven use cases.
Timeline
Q2 2025 – Q4 2025
Goals
Critical best practice guidance and associated tools & resources
Methods, metrics, benchmarks, and open-source tooling to objectively evaluate responsible use of an EHR Information Retrieval solution
Output
Best Practice Guidance
link to guidance documentation once availableTesting & Evaluation Framework
link to GitHub once available
Work Group Leads
Name | Organization |
|---|---|
Erin Palm | Infinitus Systems |
Paru Srinivasan | MCG Health |
Vince Hartman | Abstractive Health |
Aaron Boussina | UCSD |
Jackie Martinez | Regard |
Sara Murray | UCSF |
Shalmali Joshi | Columbia |
Rebecca Mishuris | Mass General Brigham |
Micah Sheller | Intel |
Work Group Members
101 GenAI
23andMe
Abstractive Health
AdventHealth
Airia
Alameda Health System
Altarum
Ambience Healthcare
Amruta Inc
Analitica-MD
athenahealth
Atria Health
Atropos Health
Belmont Unjversity
Boston Children's
Brooke & Associates
Cognome
Columbia University Irving Medical Center
CYBX.io
Darena Solutions
Department of Health
Elsevier
Ensemble Health Partners
Essentia Health
Health Data Analytics Institute (HDAI)
HonorHealth
HPG Resources
Hyro
Infinitus
Innovaccer
Intermountain Health
Iowa State University
John Snow Labs
Lucem Health
Marshall Health Network
Mayo Clinic
MCG Health
MedeInsights
Medical University of South Carolina
medrepo
Mercy
MGB
Mount Sinai Health System
Munson Healthcare
National Association of Community Health Centers
National Center for Complementary and Integrative Health
Newton's Tree
NJ Department of Health
NNUN NHS Hospital
Northwell Health
NYU Langone
Optum
Oracle Health
Orion Health
Pforzheim University
PointClickCare
Practice Fusion
Providence
Quest Diagnostics
RAND
Regard
Rhino Federated Computing
Roche
Rush University Medical Center
Serenity Strategic Partners
Shriners Children's
SOAP Health
Ssi Group
Steer Health
Strategic Insights & Technology
Suki
Texas Children's Hospital
ThetaRho, Inc.
Trilogy Federal, LLC
UC San Diego
UCI Health
UCSF
University of Alabama at Birmingham
University of Missouri
University of Pittsburgh
University of Rochester Medical Center
UT Southwestern
Vanderbilt / InterSystems
Viz.ai
WellSky
Xsolis
ZGM Advisors
