Understanding type 2 diabetes mellitus risk parameters through intermittent fasting: A machine learning approach

S Shazman - Nutrients, 2023 - mdpi.com
Type 2 diabetes mellitus (T2DM) is a chronic metabolic disorder characterized by elevated
blood glucose levels. Despite the availability of pharmacological treatments, dietary plans,
and exercise regimens, T2DM remains a significant global cause of mortality. As a result,
there is an increasing interest in exploring lifestyle interventions, such as intermittent fasting
(IF). This study aims to identify underlying patterns and principles for effectively improving
T2DM risk parameters through IF. By analyzing data from multiple randomized clinical trials …

Understanding Type 2 Diabetes Mellitus Risk Parameters Through Intermittent Fasting: A Machine Learning Approach Shula Shazman 1, 2

S Shazman - 2023 - preprints.org
Type 2 diabetes mellitus (T2DM) is a chronic metabolic disorder characterized by elevated
blood glucose levels. Despite the availability of pharmacological treatments, dietary plans,
and exercise regimens, T2DM remains a significant global cause of mortality. Consequently,
there is a growing interest in exploring lifestyle interventions, such as Intermittent Fasting
(IF). This study aims to identify underlying patterns and principles for effectively improving
T2DM risk parameters through IF. By analyzing data from multiple randomized clinical trials …
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