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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Jiaqiang Li

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2 papers indexed here

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Aug 2026

SF-DisenNet: Self-Supervised Function-Guided Disentanglement for Fine-Tuning-Free Brain Representation.

Neuroimaging AI remains constrained by a model-per-disease paradigm-where separate frameworks are trained for individual disorders-limiting knowledge transfer and direct cross-disorder comparisons. While resting-state fMRI provides a powerful subject-specific functional connectivity (FC) fingerprint, it suffers from lo...

Kai-Xiang Shu, Rongling Zhang, Jiaqiang Li et al. · 0 citations
Aug 2026

From voxel discovery to regional interaction: A multi-level interpretable framework for Alzheimer's disease diagnosis

Alzheimer's disease (AD) is an irreversible neurodegenerative disorder where early diagnosis serves as the only viable window for effective intervention. While Structural MRI (sMRI) is a primary clinical tool for this purpose, manual diagnosis is heavily constrained by clinician expertise and the difficulty of visually...

Kai-Xiang Shu, Jiaqiang Li, Rongling Zhang et al. · 0 citations

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