A multi-target regression framework uses LLM-derived continuous sentiment profiles from narratives and dynamic functional connectivity from fMRI to track naturalistic emotional trajectories, outperforming static ROI measures.
Identifying the hierarchical emotional areas in the human brain through information fusion
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Decoding Naturalistic Emotion Dynamics from the Brain: An LLM-Enhanced Regression Framework
A multi-target regression framework uses LLM-derived continuous sentiment profiles from narratives and dynamic functional connectivity from fMRI to track naturalistic emotional trajectories, outperforming static ROI measures.