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August 1, 2025

View, engage, predict: enhancing brain-behavior mapping with naturalistic movie-watching fMRI

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Authors

YZYunrui ZhangWenzhou Medical UniversityEFEmily S. FinnBroad InstituteMSMert R. SabuncuCornell University

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Implication

Novel deep neural network predicts cognitive scores in individuals viewing movies, suggesting movie-watching improves accuracy of functional connectivity measurements.

Key Points

  • Movie-watching functional connectivity generally outperforms resting-state functional connectivity in predicting cognitive scores.
  • A new deep neural network framework was developed to analyze brain responses during naturalistic movie viewing.
  • Higher cognitive prediction accuracy correlates with greater inter-subject synchrony during movie viewing.
  • Findings support the use of naturalistic movie-watching for understanding individual differences in brain function and behavior.

Cite This Study

Zhang et al. (2025) studied this question.

synapsesocial.com/papers/689a0c65e6551bb0af8cf927https://doi.org/10.1101/2025.07.28.666907
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1A view-engage-predict framework for enhancing brain-behavior mapping with naturalistic movie-watching fMRI2026
  2. 2Predicting whole‐brain neural dynamics from prefrontal cortex fNIRS signals during movie‐watching2024
  3. 3Network-wise analysis of movie-specific information in dynamic functional connectivity using COBE2024 · 2 citations
  4. 4Inter‐ and intra‐subject similarity in network functional connectivity across a full narrative movie2024 · 6 citations
  5. 5Inter- and intra-subject similarity in network functional connectivity across a full narrative movie2024