Soft phenotyping for sepsis via EHR time-aware soft clustering
Shiyi Jiang, Xin Gai, Miriam M. Treggiari, William W. Stead, Y. Zhao, C. David Page, Anru R. Zhang
Topics & Concepts
SepsisCluster analysisOrgan dysfunctionMedicineIntensive care medicineLogistic regressionPhenotypeBioinformaticsComputer scienceMachine learningInternal medicineBiologyGeneticsGeneSepsis Diagnosis and TreatmentMachine Learning in HealthcareBacterial Identification and Susceptibility Testing