Predicting adverse drug events in older inpatients: a machine learning study
Qiaozhi Hu, Bin Wu, Jinhui Wu, Ting Xu
Topics & Concepts
MedicineMachine learningAdaBoostGradient boostingArtificial intelligenceReceiver operating characteristicDecision treeRandom forestBoosting (machine learning)Alternating decision treeObservational studyF1 scoreAdverse effectSupport vector machineInternal medicineComputer scienceDecision tree learningIncremental decision treePharmacovigilance and Adverse Drug ReactionsPharmaceutical Practices and Patient OutcomesQuality and Safety in Healthcare