2 papers
cs.LG2026
Insulin4RL: Real-Time Insulin Management in the Intensive Care Unit for Offline Reinforcement Learning
Thomas Frost, Steve Harris
Offline reinforcement learning (ORL) offers the potential to improve the quality of clinical decision-making using historical electronic health record (EHR) data. Current training…
cs.LG2026
Optimising antibiotic switching via forecasting of patient physiology
Magnus Ross, Nel Swanepoel, Akish Luintel +4
Timely transition from intravenous (IV) to oral antibiotic therapy shortens hospital stays, reduces catheter-related infections, and lowers healthcare costs, yet one in five patien…