Classifying schizophrenia using functional MRI and investigating underlying functional phenomena
We identified interactions among features within FClus that potentially influence the onset and progression of schizophrenia, including epicenter phenomenon of FClus, FClus for inhibiting schizophrenia, and abnormal function of brain regions without direct impact. Additionally, we believe that the contribution of features to the disease classification model may indicate the size of their direct impact on the disease, not necessarily their importance in the disease process.
Authors
- Bingbing Wan
- Haisan Zhang
- Pei Liu (ORCID: https://orcid.org/0000-0002-6854-4333)
- Ningning Ding (ORCID: https://orcid.org/0009-0009-4454-3684)
- Shuaiqi Zhang (ORCID: https://orcid.org/0000-0001-5697-2210)
- Yang Liu (ORCID: https://orcid.org/0000-0002-0367-8189)
- Yuxin Wang (ORCID: https://orcid.org/0000-0003-2101-413X)
- Jun Dong (ORCID: https://orcid.org/0009-0009-5566-2697)
- Zixuan Liu
- M. Ahmad (ORCID: https://orcid.org/0009-0006-3655-5261)
Institutions
- Henan University of Traditional Chinese Medicine (CN)
- Henan Psychiatric Hospital (CN)
- Henan Institute of Technology (CN)
- Henan Medical University (CN)
Publication Details
- Journal
- Brain Research Bulletin
- Published
- 2025-03-07
- DOI
- https://doi.org/10.1016/j.brainresbull.2025.111279
- Primary Topic
- Functional Brain Connectivity Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00