Results and News

Publications

X-Vent: ICU Ventilation with Explainable Model-Based Reinforcement Learning

ECAI PAIS 2024: Farhad Safaei, Milos Nenadović, Roman Liessner, Raphael Theilen, Jakob Wittenstein, Jens Lehmann, Sahar Vahdati, ECAI 2024, Volume 392, pages 4719 – 4726, DOI: 10.3233/FAIA241069.

This study introduces a Model-Based Deep Reinforcement Learning approach to enhance the effectiveness and transparency of mechanical ventilation treatment in the critical care setting of Intensive Care Units (ICUs).

AI-Based Decision Support Systems in Intensive Care

Theilen, Raphael & Wittenstein, Jakob. (2024). AI-Based Decision Support Systems in Intensive Care. 10.3233/SSW230024.

News

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