Biomarker Investigation using Multiple Brain Measures from MRI through XAI in Alzheimer's Disease Classification

no code implementations • 3 May 2023 • Davide Coluzzi, Valentina Bordin, Massimo Walter Rivolta, Igor Fortel, Liang Zhang, Alex Leow, Giuseppe Baselli

The XAI assessment was conducted across 132 brain parcels, extracted from a combination of the Harvard-Oxford and AAL brain atlases, and compared to well-known pathological regions to measure adherence to domain knowledge.

Classification Explainable artificial intelligence +1