Research on the effect of TMS on insomnia patients: EEG changes and prognostic modeling
This work proposes the first SVR model leveraging pre-treatment EEG features to predict TMS therapeutic outcomes for insomnia. TMS treatment can change brain waves, and the model is expected to be applied clinically, though with limitations such as small sample size and insufficiently detailed brain region division.
Authors
- Changjun Su (ORCID: https://orcid.org/0000-0003-0086-9155)
- Jiaxiu He
- Jinxiang Cheng (ORCID: https://orcid.org/0000-0002-5180-3343)
- Jun Zhang (ORCID: https://orcid.org/0000-0003-1739-6462)
Institutions
- Tang Du Hospital (CN)
Publication Details
- Journal
- Frontiers in Neuroscience
- Published
- 2025-10-13
- DOI
- https://doi.org/10.3389/fnins.2025.1586509
- Primary Topic
- Sleep and Wakefulness Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China
- Fourth Military Medical University