Author

Shifa Siddiqui

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Review Open access Oct 2026

Alzheimer’s Disease Detection Using Deep Learning on MRI: A Review

Alzheimer’s disease (AD) affects millions globally, making early detection crucial for effective treatment. This review paper analyzes deep learning approaches for AD detection using MRI scans, focusing on patient-level data splitting, class imbalance handling, and model efficiency. The study reviews an end-to-end pipe...

Shifa Siddiqui, Parineeta Jha, M. Ansari · International Journal For Mu... · 0 citations