This paper reviews applications of machine learning (ML) predictive models in the diagnosis\nof chronic diseases. Chronic diseases (CDs) are responsible for a major portion of global health costs.\nPatients who suffer from these diseases need lifelong treatment. Nowadays, predictive models are\nfrequently applied in the diagnosis and forecasting of these diseases..........................
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