Abstract: For early identification and individualised management, machine learning-based diabetes prediction is essential ... providing real-time glucose and physical activity monitoring. By providing ...

Objectives This study aimed to compare the performance of five machine learning ... diabetes mellitus based on lifestyle factors (diet and physical activity). Design Retrospective cross-sectional ...

It is also commonly referred to as diabetes mellitus. Either inadequate insulin production or inadequate insulin use by ... of machine learning predictive models, this research article provides a ...

"We aimed to use machine learning to predict whether people follow physical activity guidelines based on questionnaire data, and find the best combination of variables for accurate predictions ...