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Aug, 2024
基于强化学习的膝关节骨关节炎进展的主动感知
Active Sensing of Knee Osteoarthritis Progression with Reinforcement Learning
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Khanh Nguyen, Huy Hoang Nguyen, Egor Panfilov, Aleksei Tiulpin
TL;DR
本研究解决了膝关节骨关节炎进展预测中静态模型造成的性能不足问题。通过引入一种基于强化学习的主动感知方法,能够动态跟踪患者并优化信息采集的成本和效率。实验结果显示,该方法在提供经济效益方面优于现有基线,具有显著的临床应用潜力。
Abstract
Osteoarthritis
(OA) is the most common musculoskeletal disease, which has no cure.
Knee OA
(KOA) is one of the highest causes of disability worldwide, and it costs billions of United States dollars to the global
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