Multimodal lightweight neural network for Alzheimer's disease diagnosis integrating neuroimaging and cognitive scores

Multimodal lightweight neural network for Alzheimer's disease diagnosis integrating neuroimaging and cognitive scores

Conventional single-modal approaches for auxiliary diagnosis of Alzheimer's disease (AD) face several limitations, including insufficient availability of expertly annotated imaging datasets, unstable feature extraction, and high computational demands. To address these challenges, we propose Lig...

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Bibliographic Details
Main Authors: Bhoomi Gupta, Ganesh Kanna Jegannathan, Mohammad Shabbir Alam, Kottala Sri Yogi, Janjhyam Venkata Naga Ramesh, Vemula Jasmine Sowmya, Isa Bayhan
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:Neuroscience Informatics
Subjects:
Alzheimer's disease
Multimodal diagnosis
MRI
PET
Neuropsychological scores
Neural networks
Online Access:http://www.sciencedirect.com/science/article/pii/S2772528625000330
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http://www.sciencedirect.com/science/article/pii/S2772528625000330

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