AINeutralarXiv – CS AI · 18h ago6/10
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NeuroAlign: Hierarchical Multimodal Fusion of Dynamic and Structural Neuroimaging for MCI Analysis
NeuroAlign presents a hierarchical machine learning framework that fuses functional MRI and diffusion tensor imaging data to improve detection of mild cognitive impairment. The system introduces novel alignment and interaction mechanisms between multimodal neuroimaging datasets, with a new attribution method for interpretability, demonstrating competitive results across multiple medical imaging datasets.