MambaKAN: An Interpretable Framework for Alzheimer’s Disease Diagnosis via Selective State Space Modeling of Dynamic Functional Connectivity

<b>Background/Objectives:</b> Alzheimer’s disease (AD) is an irreversible neurodegenerative disorder that imposes a profound burden on global public health. While resting-state functional magnetic resonance imaging (rs-fMRI)-based dynamic functional connectivity (dFC) analysis has demonstrated promi...

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Príomhchruthaitheoirí:	Libin Gao, Zhongyi Hu
Formáid:	Artigo
Teanga:	Inglês
Foilsithe / Cruthaithe:	MDPI AG 2026-04-01
Sraith:	Brain Sciences
Ábhair:	Alzheimer’s disease dynamic functional connectivity state space model Mamba Kolmogorov–Arnold network variational autoencoder
Rochtain ar líne:	https://www.mdpi.com/2076-3425/16/4/421
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