A Multi-Center Study on the Adaptability of a Shared Foundation Model
for Electronic Health Records

A Multi-Center Study on the Adaptability of a Shared Foundation Model for Electronic Health Records

20 November 2023

Jason Alan Fries

Scott L. Fleming

Catherine Aftandilian

Nigam Shah

Papers citing "A Multi-Center Study on the Adaptability of a Shared Foundation Model for Electronic Health Records"

7 / 7 papers shown

Title
Foundation models for electronic health records: representation dynamics and transferability Michael C. Burkhart Bashar Ramadan Zewei Liao Kaveri Chhikara Juan C. Rojas William F. Parker Brett Beaulieu-Jones 27 0 0 14 Apr 2025
MedRep: Medical Concept Representation for General Electronic Health Record Foundation Models Junmo Kim Namkyeong Lee Jiwon Kim Kwangsoo Kim 24 0 0 11 Apr 2025
Towards Foundation Models for Critical Care Time Series Manuel Burger Fedor Sergeev Malte Londschien Daphné Chopard Hugo Yèche ... Zeynep Babür Jasmina Bogojeska M. Faltys Rita Kuznetsova Gunnar Rätsch AI4TS LM&MA 67 0 0 25 Nov 2024
Prompting Large Language Models for Supporting the Differential Diagnosis of Anemia Elisa Castagnari Lillian Muyama Adrien Coulet LM&MA 21 0 0 20 Sep 2024
Beyond One-Time Validation: A Framework for Adaptive Validation of Prognostic and Diagnostic AI-based Medical Devices Florian Hellmeier Kay Brosien Carsten Eickhoff Alexander Meyer 11 1 0 07 Sep 2024
Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium Hyewon Jeong Sarah Jabbour Yuzhe Yang Rahul Thapta Hussein Mozannar ... Linying Zhang Harvineet Singh Tom Hartvigsen Helen Zhou Chinasa T. Okolo VLM AI4TS OOD 43 2 0 03 Mar 2024
Unifying Heterogeneous Electronic Health Records Systems via Text-Based Code Embedding Kyunghoon Hur Jiyoung Lee Jungwoo Oh Wesley Price Young-Hak Kim E. Choi 30 17 0 08 Aug 2021