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cs.LG2024
Learning Explainable Treatment Policies with Clinician-Informed Representations: A Practical Approach
Johannes O. Ferstad, Emily B. Fox, David Scheinker +1
Digital health interventions (DHIs) and remote patient monitoring (RPM) have shown great potential in improving chronic disease management through personalized care. However, barri…
cs.LG2022
Surgical Scheduling via Optimization and Machine Learning with Long-Tailed Data
Yuan Shi, Saied Mahdian, Jose Blanchet +3
Using data from cardiovascular surgery patients with long and highly variable post-surgical lengths of stay (LOS), we develop a modeling framework to reduce recovery unit congestio…