Improving Risk Prediction of Methicillin-Resistant Staphylococcus Aureus Using Machine Learning Methods with Network Features: Retrospective Development Study

Methun Kamruzzaman,Jack Heavey, Alexander Song,Matthew Bielskas,Parantapa Bhattacharya,Gregory Madden,Eili Klein,Xinwei Deng,Anil Vullikanti

JMIR AI（2024）

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methicillin-resistant Staphylococcus aureus,network,machine learning,penalized logistic regression,ensemble learning,gradient-boosted classifier,random forest classifier,extreme boosted gradient boosted classifier,Shapley Additive Explanations,SHAP,health care-associated infection,HAI

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