Reconstructing brain causal dynamics for subject and task fingerprints using fMRI time-series data
We verified the feasibility and effectiveness of utilizing brain causal signatures for subject and task fingerprinting. Additionally, our work paves the way for further studies on causal fingerprints with potential applications in both healthy controls and neurodegenerative diseases.
Authors
- Duy Duong‐Tran (ORCID: https://orcid.org/0009-0009-4496-7575)
- Li Shen (ORCID: https://orcid.org/0000-0002-5443-0503)
- Xuan Wang (ORCID: https://orcid.org/0000-0003-2587-070X)
- Demin Song (ORCID: https://orcid.org/0009-0007-8666-8966)
Institutions
- George Mason University (US)
- University of Pennsylvania (US)
Publication Details
- Journal
- Health Information Science and Systems
- Published
- 2025-10-28
- DOI
- https://doi.org/10.1007/s13755-025-00388-w
- Primary Topic
- Functional Brain Connectivity Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Science Foundation
- Commonwealth of Virginia
- National Institutes of Health
- Division of Electrical, Communications and Cyber Systems