High-order brain network feature extraction and classification method of first-episode schizophrenia: an EEG study
The proposed method demonstrates clinical significance for the early identification and diagnosis of first-episode schizophrenia patients, offering a new research perspective for constructing higher-order functional connectivity networks and extracting topological structure features.
Authors
- Shuping Tan (ORCID: https://orcid.org/0000-0002-1265-5093)
- Guimei Yin
- Zilong Zhao (ORCID: https://orcid.org/0000-0002-5088-6706)
- Yuan Dong
- Manjie Zhang (ORCID: https://orcid.org/0000-0003-1836-7380)
- Yanli Zhao
- Yanxia Kang
- Jianghao Zhao
Institutions
- Sun Yat-sen University (CN)
- Taiyuan Normal University (CN)
- Beijing HuiLongGuan Hospital (CN)
Publication Details
- Journal
- Frontiers in Human Neuroscience
- Published
- 2024-10-23
- DOI
- https://doi.org/10.3389/fnhum.2024.1452197
- Citations
- 4
- Primary Topic
- Topological and Geometric Data Analysis
- Type
- article
- Field-Weighted Citation Impact
- 1.45
Funders
- Natural Science Foundation of Shanxi Province
- Taiyuan Normal University
- Division of Graduate Education