Article

Intelligent assessment method for mental disordersby integrating EEG and MRI multimodalhigh-dimensional data

2025-10-23

Abstract excerpt

<title>Abstract</title> <p>To overcome the inherent limitations of existing diagnostic frameworks in multimodal clinical analysis, we propose a highcapacity, cross-modal diagnostic system grounded in a novel dual-space neural architecture. This system introduces two coreinnovations: the Hierarchically-Aligned Dual-Space Transformer (HADST) and a strategic training protocol termed ContextuallyRegularized Reverse C...

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Literature Corpus work: 8b7fe85e-6177-5e15-b743-e634970c9bfc
DOI: 10.21203/rs.3.rs-7616112/v1

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