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Value function assessment to different RL algorithms for heparin treatment policy of patients with sepsis in ICU

Jiang Liu, Yihao Xie, Xin Shu, Yuwen Chen, Yizhu Sun, Kunhua Zhong, Hao Liang, Yujie Li, Chunyong Yang, Han Yan, Yuwei Zou, Ziting Zhuyi, Jiahao Huang, Jun-Hong Li, Xiaoyan Hu, Yi Bin

2023Artificial Intelligence in Medicine11 citationsDOI

Topics & Concepts

Similarity (geometry)MedicineComputer scienceValue (mathematics)Function (biology)SepsisIntensive care medicineArtificial intelligenceMachine learningSurgeryImage (mathematics)BiologyEvolutionary biologySepsis Diagnosis and TreatmentMachine Learning in HealthcareExplainable Artificial Intelligence (XAI)
Value function assessment to different RL algorithms for heparin treatment policy of patients with sepsis in ICU | Litcius