From scales to circuits: integrating behavioral diagnosis and neural biomarkers for improved classification in disorders of consciousness
These results highlight the value of integrating behavioral scores and neural connectivity features for DOC classification, providing a more coherent basis for downstream analysis and machine-learning applications in DOC classification.
Authors
- Yituo Wang
- Lubin Wang (ORCID: https://orcid.org/0000-0002-8695-9161)
- Zhiyu Yang (ORCID: https://orcid.org/0000-0003-3405-3015)
- Shanshan Chen (ORCID: https://orcid.org/0000-0001-9723-2403)
Institutions
- Xinjiang Normal University (CN)
- Chinese PLA General Hospital (CN)
- Xinjiang Institute of Engineering (CN)
- Chinese Institute for Brain Research (CN)
- Institute of Basic Medical Sciences of the Chinese Academy of Medical Sciences
- Xinjiang University (CN)
Publication Details
- Journal
- Frontiers in Neuroscience
- Published
- 2025-12-18
- DOI
- https://doi.org/10.3389/fnins.2025.1725420
- Primary Topic
- Traumatic Brain Injury Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China
- Natural Science Foundation of Xinjiang