A dosing strategy model of deep deterministic policy gradient algorithm for sepsis patients

A dosing strategy model of deep deterministic policy gradient algorithm for sepsis patients

Abstract Background A growing body of research suggests that the use of computerized decision support systems can better guide disease treatment and reduce the use of social and medical resources. Artificial intelligence (AI) technology is increasingly being used in medical decision-making systems t...

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Bibliographic Details
Main Authors: Tianlai Lin, Xinjue Zhang, Jianbing Gong, Rundong Tan, Weiming Li, Lijun Wang, Yingxia Pan, Xiang Xu, Junhui Gao
Format: Article
Language:English
Published: BMC 2023-05-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Clinician
Model
Reinforcement learning
Sepsis
Online Access:https://doi.org/10.1186/s12911-023-02175-7

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