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#brain-networks News & Analysis

2 articles tagged with #brain-networks. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBullisharXiv – CS AI · Mar 36/108
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FCN-LLM: Empower LLM for Brain Functional Connectivity Network Understanding via Graph-level Multi-task Instruction Tuning

Researchers have developed FCN-LLM, a framework that enables Large Language Models to understand brain functional connectivity networks from fMRI scans through multi-task instruction tuning. The system uses a multi-scale encoder to capture brain features and demonstrates strong zero-shot generalization across unseen datasets, outperforming conventional supervised models.

AIBullisharXiv – CS AI · Feb 276/107
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Atlas-free Brain Network Transformer

Researchers have developed an atlas-free Brain Network Transformer (BNT) that uses individualized brain parcellations from subject-specific fMRI data instead of standardized brain atlases. The approach outperformed existing methods in sex classification and brain age prediction tasks, offering improved precision and robustness for neuroimaging biomarkers and clinical diagnostics.