ML models have been employed to predict the risk of acute coronary syndrome in T2DM patients, identifying key features such as family history of cardiovascular disease, smoking, and neutrophil count, which significantly improve predictive accuracy compared to traditional logistic regression models (159)
In this article, Ill share what I observe in real clinical practice including before and after patterns, realistic timelines, and what patients can expect at 3, 6, and 12 months on semaglutide
Supplements: Some, like fiber or berberine, may offer modest support for appetitebut should never replace prescribed treatments or be used without medical guidance
May your medications stay correctly identified, your blood sugar stay well controlled, and your treatment decisions stay fully informed.