Zero Shot Health Trajectory Prediction Using Transformer

Zero Shot Health Trajectory Prediction Using Transformer

30 July 2024

Arkadiusz Sitek

Papers citing "Zero Shot Health Trajectory Prediction Using Transformer"

9 / 9 papers shown

Title
Interpretable Hybrid-Rule Temporal Point Processes Yunyang Cao Juekai Lin Hongye Wang Wenhao Li Bo Jin AI4TS 36 0 0 15 Apr 2025
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 36 0 0 14 Apr 2025
MedRep: Medical Concept Representation for General Electronic Health Record Foundation Models Junmo Kim Namkyeong Lee Jiwon Kim Kwangsoo Kim 34 0 0 11 Apr 2025
Deep Causal Behavioral Policy Learning: Applications to Healthcare Jonas Knecht Anna Zink Jonathan Kolstad Maya Petersen CML 88 0 0 05 Mar 2025
Generating Clinically Realistic EHR Data via a Hierarchy- and Semantics-Guided Transformer Guanglin Zhou Sebastiano Barbieri 41 0 0 28 Feb 2025
LabTOP: A Unified Model for Lab Test Outcome Prediction on Electronic Health Records Sujeong Im Jungwoo Oh Edward Choi BDL LM&MA 53 0 0 20 Feb 2025
Foundation Model of Electronic Medical Records for Adaptive Risk Estimation P. Renc Michal K. Grzeszczyk Nassim Oufattole Deirdre Goode Y. Jia ... J. Was A. E. Samir Jonathan W. Cunningham D. W. Bates Arkadiusz Sitek 46 1 0 10 Feb 2025
Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHRs Michael Wornow Suhana Bedi Miguel Angel Fuentes Hernandez E. Steinberg Jason Alan Fries Christopher Ré Sanmi Koyejo N. Shah 100 4 0 09 Dec 2024
TrajGPT: Irregular Time-Series Representation Learning for Health Trajectory Analysis Ziyang Song Qingcheng Lu He Zhu David L. Buckeridge Yue Li AI4TS 30 0 0 03 Oct 2024