Closed-Loop Control of Fluid Resuscitation Using Reinforcement Learning

Closed-Loop Control of Fluid Resuscitation Using Reinforcement Learning

Fluid resuscitation (therapy) is used to maintain tissue perfusion and restore cardiac functions in critical care. Automated fluid therapy can result in faster care, fewer dosing errors, and less cognitive burden on healthcare providers, ultimately improving patient outcomes. Despite a few attempts...

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Bibliographic Details
Main Authors: Elham Estiri, Hossein Mirinejad
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Automated fluid resuscitation
fluid management
mean arterial pressure (MAP)
model-free reinforcement learning
Q-learning
Online Access:https://ieeexplore.ieee.org/document/10352163/

Internet

https://ieeexplore.ieee.org/document/10352163/

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