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Proloy Kumar Mondal

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#machine learning Preprint Sep 2026

HyperAMS-Net: Adaptive Multi-Scale Spatial Hypergraph Network for Brain Disorder Classification

HyperAMS-Net is proposed, a deep learning framework for brain disorder classification using neuroimaging representations derived from resting-state functional MRI or structural MRI that integrates adaptive multi-scale convolution, hypergraph attention, spatial-channel attention, and adaptive feature fusion.

Proloy Kumar Mondal, Md Kamran Hussin Chowdhury, Hoi Leong Lee · 0 citations