10 citations · 12 across the 5 of their papers we have counts for
3 papers · 1 filter
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…
FEET: A Framework for Evaluating Embedding Techniques
Simon A. Lee, John Lee, Jeffrey N. Chiang
In this study, we introduce FEET, a standardized protocol designed to guide the development and benchmarking of foundation models. While numerous benchmark datasets exist for evalu…
Enhancing Antibiotic Stewardship using a Natural Language Approach for Better Feature Representation
Simon A. Lee, Trevor Brokowski, Jeffrey N. Chiang
The rapid emergence of antibiotic-resistant bacteria is recognized as a global healthcare crisis, undermining the efficacy of life-saving antibiotics. This crisis is driven by the…