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RISOperation Optimization Strategy for Continuous Extracorporeal Blood Circulation Devices Based on Digital Twins and Reinforcement Learning
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. Traditional fixed strategies struggle to balance efficacy and safety due to the nonlinear coupling of control variables like pump and flow rates, and poor personalized control from patient variability. This paper ...