Modeling Spatial-Temporal Dependencies in Emotion-Related fMRI: A Nonparametric Bayesian Application to the NeuroEmo Dataset.
Nonparametric Bayesian general linear model analysis of culturally relevant film stimuli yields nuanced insights into emotion-brain dynamics, controls Type I error without arbitrary thresholds, and uncovers interindividual heterogeneity, offering a robust tool for affective neuroimaging.
Authors
- Reza Taherian
- Farzaneh Amanpour
- Hamid Alavi Majd
- Seyyed Mohammad Tabatabaei
Institutions
- Mashhad University of Medical Sciences (IR)
- Shahid Beheshti University of Medical Sciences (IR)
Publication Details
- Journal
- PubMed
- Published
- 2025-12-31
- Primary Topic
- Face Recognition and Perception
- Type
- article
- Field-Weighted Citation Impact
- 0.00