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Comparative analysis of many classifiers This section evaluates all competing classification methods, namely DT, SVM, RF, KNN, ANN, and the proposed model, using the HAM10000 dataset based on the hyperparameter optimization of classification models in Table 2

The study adhered to the principles of the Declaration of Helsinki and followed the STROBE guidelines (Strengthening the Reporting of Observational Studies in Epidemiology) for cohort study reporting [33]

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It was approved by the FDA in 2021 as a once-weekly GLP-1 receptor agonist indicated for adults with a body mass index (BMI) of 30 (obesity) or 27 (overweight) with at least one weight-related medical condition

Rani Aravamudhan, senior medical director at Nomi Health

However, the translation from research to clinical application has a long journey