Developing an explainable machine learning model to predict the mechanical ventilation duration of patients with ARDS in intensive care units
Zichen Wang, Luming Zhang, Tao Huang, Rui Yang, Hongtao Cheng, Hao Wang, Haiyan Yin, Jun Lyu
Topics & Concepts
ARDSMechanical ventilationMedicineHyperparameterIntensive careAcute respiratory distressDuration (music)Machine learningAPACHE IIArtificial intelligenceIntensive care unitIntensive care medicineInternal medicineComputer scienceLungLiteratureArtRespiratory Support and MechanismsSepsis Diagnosis and TreatmentIntensive Care Unit Cognitive Disorders