X-Vent: ICU Ventilation with Explainable Model-Based Reinforcement Learning. - Farhad Safaei; Milos Nenadovic; Roman Liessner; Raphael Theilen; Jakob Wittenstein; Jens Lehmann 001; Sahar Vahdati (ECAI, 2024)

IntelliLung: Advancing Safe Mechanical Ventilation using Offline RL with Hybrid Actions and Clinically Aligned Rewards. - Muhammad Hamza Yousuf; Jason Li; Sahar Vahdati; Raphael Theilen; Jakob Wittenstein; Jens Lehmann 001 (CoRR, 2025)