Attention-guided neural network for early dementia detection using MRS data

Imaging bio-markers have been widely used for Computer-Aided Diagnosis (CAD) of Alzheimer’s Disease (AD) with Deep Learning (DL). However, the structural brain atrophy is not detectable at an early stage of the disease (namely for Mild Cognitive Impairment (MCI) and Mild Alzheimer’s Disease (MAD))....

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Veröffentlicht in:	Computerized medical imaging and graphics 2022-07, Vol.99, p.102074-102074, Article 102074
Hauptverfasser:	Kherchouche, Anouar, Ben-Ahmed, Olfa, Guillevin, Carole, Tremblais, Benoit, Julian, Adrien, Fernandez-Maloigne, Christine, Guillevin, Rémy
Format:	Artikel
Sprache:	eng
Schlagworte:	Alzheimer’s disease Artificial Intelligence Attention mechanism Computer Science Computer-Aided Diagnosis Deep learning Engineering Sciences Feature refinement Magnetic resonance spectroscopy Signal and Image processing
Online-Zugang:	Volltext
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