A Machine learning model for predicting sepsis based on an optimized assay for microbial cell-free DNA sequencing
Lili Wang, Wenjie Tian, Weijun Zhang, Donghua Wen, Simin Yang, Jichao Wang, Xu Han, Jun Wang, Wenchao Ding, Lihui Wang, Yuetian Yu, Wenjuan Wu
Topics & Concepts
InterpretabilityArtificial intelligenceMachine learningClassifier (UML)Random forestSepsisTest setComputer scienceCross-validationTraining setFeature selectionMedicineInternal medicineSepsis Diagnosis and TreatmentMachine Learning in BioinformaticsBacterial Identification and Susceptibility Testing