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ML algorithms, such as convolutional neural networks (CNNs), random forests, and ensemble methods, are increasingly applied to neuroimaging data from large consortia like the Alzheimers Disease Neuroimaging Initiative (ADNI)

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The impact of their molecular mechanisms has been evidenced by landmark trials, which have repeatedly demonstrated that certain GLP-1 RAsincluding liraglutide, semaglutide, and dulaglutideare particularly efficacious in reducing MACE, especially in patients with established ASCVD