Machine learning for predicting hepatitis B or C virus infection in diabetic patients
Sun–Hwa Kim,
So–Hyeon Park,
Heeyoung Lee
Abstract:Highly prevalent hepatitis B and hepatitis C virus (HBV and HCV) infections have been reported among individuals with diabetes. Given the frequently asymptomatic nature of hepatitis and the challenges associated with screening in some vulnerable populations such as diabetes patients, we conducted an investigation into the performance of various machine learning models for the identification of hepatitis in diabetic patients while also evaluating the significance of features. Analyzing NHANES data from 2013 to … Show more
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