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Algorithms such as Support Vector Machines (SVM) and Random Forest can extract actionable insights from high-dimensional biological data, enabling the identification of novel therapeutic targets with greater efficiency and precision [248]

Need for Monitoring Patients on GLP-1 receptor agonists should have frequent follow-up visits to assess for side effects of medications and degree of weight loss

Common side effects according to the MHRA/EMC SmPC include: Nausea very common (may affect more than 1 in 10 people), typically most pronounced during dose escalation Diarrhoea very common, usually transient and mild to moderate in severity Vomiting very common, particularly in the initial weeks of treatment Constipation very common, sometimes alternating with diarrhoea Abdominal discomfort or pain common (may affect up to 1 in 10 people) Decreased appetite very common, a therapeutic effect that contributes to weight loss These gastrointestinal effects are generally dose-dependent and tend to diminish over time as the body adapts to the medication

More significant changes in skin firmness, fine lines, and pigmentation typically take 812 weeks of daily use