Closed-loop control of anesthesia: Survey on actual trends, challenges and perspectives

M Ghita, M Neckebroek, C Muresan, D Copot - Ieee Access, 2020 - ieeexplore.ieee.org
Automation empowers self-sustainable adaptive processes and personalized services in
many industries. The implementation of the integrated healthcare paradigm built on Health …

[PDF][PDF] A Comprehensive Review on Automated Control of Anesthesia: Recent Methods, Challenges and Future Trends

A TOMA - Wasit Journal for Pure sciences, 2023 - iasj.net
The safe and personalized administration of anesthetic drugs is a significant concern in
clinical practice, and automated control of anesthesia can address this issue by reducing …

Deep reinforcement learning-based propofol infusion control for anesthesia: A feasibility study with a 3000-subject dataset

WJ Yun, MJ Shin, S Jung, JG Ko, HC Lee… - Computers in Biology and …, 2023 - Elsevier
In this work, we present a deep reinforcement learning-based approach as a baseline
system for autonomous propofol infusion control. Specifically, design an environment for …