Spatial-Temporal Convolutional Attention for Mapping Functional Brain Networks

• Published in: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) pp. 1 - 4
• Main Authors: Liu, Yiheng, Ge, Enjie, Qiang, Ning, Liu, Tianming, Ge, Bao
• Format: Conference Proceeding
• Language: English
• Published: IEEE 18.04.2023
• Subjects: Attention Mechanism; Biological system modeling; Brain Function Dynamic; Brain modeling; Convolution; Correlation; Deep learning; fMRI; Functional Brain Network; Functional magnetic resonance imaging; Task analysis

Using functional magnetic resonance imaging (fMRI) and deep learning to explore functional brain networks (FBNs) has attracted many researchers. However, most of these studies still rely on temporal correlation between sources and voxel signals, lacking exploration of the dynamics of brain function....