st-DenseViT: A Weakly Supervised Spatiotemporal Vision Transformer for Dense Prediction of Dynamic Brain Networks
Behnam Kazemivash, Pranav Suresh, Dong Hye Ye, Armin Iraji, Jingyu Liu, Sergey Plis, Peter V Kochunov, David C. Zhu, Vince D. Calhoun
This paper introduces st-DenseViT, a weakly supervised spatiotemporal vision transformer that generates 4D dynamic brain networks from fMRI data, showing significant differences between schizophrenia patients and healthy controls.
Human Brain Mapping · Sep 27, 2025Peer-reviewedNeuroscience