GEMReg: a spatio-temporal grayordinate ensemble modelling framework for predicting task activation maps from resting-state fMRI
Comparative analyses demonstrate that the proposed spatio-temporal GEMReg consistently outperforms existing methods across standard evaluation metrics, thereby establishing a new state-of-the-art for task activation map prediction using rs-fMRI.
Authors
- Nitya Tiwari (ORCID: https://orcid.org/0000-0002-5361-3658)
- Himanshu Padole (ORCID: https://orcid.org/0000-0002-0326-0022)
- S Venkata Satish Kumar Pasumarthi
- Satwik Bathula
Institutions
- Indian Institute of Technology Bhubaneswar (IN)
Publication Details
- Journal
- Frontiers in Neuroscience
- Published
- 2025-12-03
- DOI
- https://doi.org/10.3389/fnins.2025.1716271
- Primary Topic
- Functional Brain Connectivity Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00