Development and validation of parsimonious algorithms to classify acute respiratory distress syndrome phenotypes: a secondary analysis of randomised controlled trials
Pratik Sinha, Kevin Delucchi, Daniel F. McAuley, Cecilia O’Kane, Michael A. Matthay, Carolyn S. Calfee
Topics & Concepts
MedicineARDSLogistic regressionFeature selectionRandomized controlled trialRandom forestMachine learningArtificial intelligenceAcute respiratory distressAlgorithmInternal medicineComputer scienceLungSepsis Diagnosis and TreatmentRespiratory Support and MechanismsImmune Response and Inflammation