Predicting Readmission Following Hospital Treatment for Patients with Alcohol Related Diagnoses in an Australian Regional Health District.

World Congress on Medical and Health (Medical) Informatics (MedInfo)(2022)

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摘要
This study aims to investigate the prediction of hospital readmission of alcohol use disorder patients within 28 days of discharge and compare the performance of six machine learning methods i.e., random forest (RF), logistics regression, linear support vector machine (SVM), polynomial SVM, radial SVM, and sigmoid SVM.
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关键词
Alcohol use disorder,Hospital readmission,Machine learning
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