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Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHRs

Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHRs

9 December 2024
Michael Wornow
Suhana Bedi
Miguel Angel Fuentes Hernandez
E. Steinberg
Jason Alan Fries
Christopher Ré
Sanmi Koyejo
N. Shah
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Papers citing "Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHRs"

4 / 4 papers shown
Title
Foundation models for electronic health records: representation dynamics and transferability
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
16
0
0
14 Apr 2025
Clinical ModernBERT: An efficient and long context encoder for biomedical text
Clinical ModernBERT: An efficient and long context encoder for biomedical text
Simon A. Lee
Anthony Wu
Jeffrey N. Chiang
MedIm
34
3
0
04 Apr 2025
TIMER: Temporal Instruction Modeling and Evaluation for Longitudinal Clinical Records
Hejie Cui
Alyssa Unell
Bowen Chen
Jason Alan Fries
Emily Alsentzer
Sanmi Koyejo
N. Shah
72
0
0
06 Mar 2025
A Collection of Innovations in Medical AI for patient records in 2024
Yuanyun Zhang
Shi Li
OOD
40
0
0
25 Feb 2025
1