AutoScore-Imbalance: An interpretable machine learning tool for development of clinical scores with rare events data
Han Yuan, Feng Xie, Marcus Eng Hock Ong, Yilin Ning, Marcel Lucas Chee, Seyed Ehsan Saffari, Hairil Rizal Abdullah, Benjamin A. Goldstein, Bibhas Chakraborty, Nan Liu
Topics & Concepts
Logistic regressionLasso (programming language)Random forestReceiver operating characteristicArtificial intelligenceMachine learningFeature selectionStatisticsComputer scienceRegressionStepwise regressionMedicineMathematicsWorld Wide WebMachine Learning in HealthcareSepsis Diagnosis and TreatmentArtificial Intelligence in Healthcare and Education