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The data imbalance was observed in the aforementioned dataset and was rectified with the Synthetic Minority Oversampling Technique and Adaptive Synthetic

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Originally, GLP therapies were prescribed to help people with type 2 diabetes: Improve insulin secretion Reduce glucagon release (which raises blood sugar) Slow gastric emptying Stabilize post-meal glucose spikes These effects made GLPs incredibly effective for glycemic control

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