Multi-ROI Multimodal 3D Vision Transformer for Alzheimer’s Disease Classification with Attention-Based Interpretability

Alzheimer’s disease (AD) is a progressive neurodegenerative disorder for which early and accurate diagnosis remains a critical challenge. In this work, we propose a Multi-ROI Multimodal 3D Vision Transformer for AD classification that integrates structural MRI data with clinical and volumetric bioma...

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Главные авторы:	Juan A. Castro-Silva, María N. Moreno-García, Diego H. Peluffo-Ordóñez
Формат:	Artigo
Язык:	Inglês
Опубликовано:	MDPI AG 2026-06-01
Серии:	Applied Sciences
Предметы:	Alzheimer’s disease 3D Vision Transformer multimodal learning multi-ROI decomposition magnetic resonance imaging (MRI) attention mechanisms
Online-ссылка:	https://www.mdpi.com/2076-3417/16/11/5705
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