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cs.LG2026
Forecasting Patient Trajectories from the Electronic Health Records with Action-Conditioned World Models
Simon A. Lee, Jiahang Hank Sha, Soomin Chung +3
We introduce a predictive world model for electronic health records (EHR) that represents patient histories as action conditioned latent trajectories. Rather than modeling clinical…
cs.LG2024
Guided Discrete Diffusion for Electronic Health Record Generation
Jun Han, Zixiang Chen, Yongqian Li +4
Electronic health records (EHRs) are a pivotal data source that enables numerous applications in computational medicine, e.g., disease progression prediction, clinical trial design…