Towards Safe Mechanical Ventilation Treatment Using Deep Offline Reinforcement Learning

5 October 2022

Papers citing "Towards Safe Mechanical Ventilation Treatment Using Deep Offline Reinforcement Learning"

7 / 7 papers shown

Title
Unmasking Societal Biases in Respiratory Support for ICU Patients through Social Determinants of Health Mira Moukheiber L. Moukheiber Dana Moukheiber Hyung-Chul Lee 51 2 0 23 Feb 2025
Temporal Logic Specification-Conditioned Decision Transformer for Offline Safe Reinforcement Learning Zijian Guo Weichao Zhou Wenchao Li OffRL 89 2 0 28 Jan 2025
Methodology for Interpretable Reinforcement Learning for Optimizing Mechanical Ventilation Joo Seung Lee Malini Mahendra Anil Aswani OffRL 50 1 0 10 Jan 2025
The Safety Challenges of Deep Learning in Real-World Type 1 Diabetes Management Harry Emerson Ryan McConville Matt Guy 20 0 0 23 Oct 2023
Towards Real-World Applications of Personalized Anesthesia Using Policy Constraint Q Learning for Propofol Infusion Control Xiuding Cai Jiao Chen Yaoyao Zhu Beiming Wang Yu Yao OffRL 19 5 0 17 Mar 2023
Machine Learning for Mechanical Ventilation Control Daniel Suo Naman Agarwal Wenhan Xia Xinyi Chen Udaya Ghai ... J. LaChance Tom Zadjel Manuel Schottdorf Daniel J. Cohen Elad Hazan OOD AI4CE 40 9 0 12 Feb 2021
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 321 1,944 0 04 May 2020