Clinical knowledge-guided deep reinforcement learning for sepsis antibiotic dosing recommendations
Yuan Wang, Anqi Liu, Jucheng Yang, Lin Wang, Ning Xiong, Yisong Cheng, Qin Wu
Topics & Concepts
SepsisAntibioticsIntensive care medicineClinical decision support systemMedicineReinforcement learningConstruct (python library)Computer scienceArtificial intelligenceDecision support systemInternal medicineProgramming languageMicrobiologyBiologySepsis Diagnosis and TreatmentMachine Learning in HealthcareClinical Reasoning and Diagnostic Skills