Predicting the Onset of Diabetes with Machine Learning Methods

The number of people suffering from diabetes in Taiwan has continued to rise in recent years. According to the statistics of the International Diabetes Federation, about 537 million people worldwide (10.5% of the global population) suffer from diabetes, and it is estimated that 643 million people wi...

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Bibliographic Details
Published in:	Journal of personalized medicine 2023-02, Vol.13 (3), p.406
Main Authors:	Chou, Chun-Yang, Hsu, Ding-Yang, Chou, Chun-Hung
Format:	Article
Language:	English
Subjects:	Analysis Asymptomatic Birth weight Blood pressure Body mass index Chronic illnesses Dextrose Diabetes mellitus Diabetics Fetuses Gestational diabetes Glucose Health aspects Heart rate Hormones Hyperglycemia Hypoglycemia Insulin Insulin resistance Learning algorithms Machine learning Medical research Medicine, Experimental Metabolism Methods Neural networks Pancreas Patients Physicians Plasma Polyuria Precision medicine Pregnancy Quality of life Regression analysis Review Stillbirth Weight control Women
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