Stable MCI vs Progressive MCI
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AXIAL: Attention-based eXplainability for Interpretable Alzheimer's Localized Diagnosis using 2D CNNs on 3D MRI brain scans
2024-07-02
· Gabriele Lozupone, Alessandro Bria, Francesco Fontanella, Frederick J. A. Meijer 외
This study presents an innovative method for Alzheimer's disease diagnosis using 3D MRI designed to enhance the explainability of model decisions. Our approach adopts a soft attention mechanism, enabling 2D CNNs to extra…
3D ClassificationAlzheimer's Disease DetectionBinary ClassificationExplainable Artificial Intelligence (XAI)+3