Snoring sound classification in patients with cerebrovascular stenosis based on an improved ConvNeXt model
The proposed method demonstrates excellent performance in snoring classification and provides preliminary evidence for exploring acoustic features associated with cerebrovascular stenosis.
Authors
- Xia Zhou (ORCID: https://orcid.org/0009-0007-3288-2174)
- Liuying Li (ORCID: https://orcid.org/0000-0001-7826-1276)
- Zhihui Liu (ORCID: https://orcid.org/0000-0001-8650-9104)
- Caijian Hua (ORCID: https://orcid.org/0000-0002-2778-367X)
- C. Xiang
Institutions
- Zigong First People's Hospital (CN)
- Sichuan University of Science and Engineering (CN)
Publication Details
- Journal
- Frontiers in Physiology
- Published
- 2025-11-26
- DOI
- https://doi.org/10.3389/fphys.2025.1661258
- Primary Topic
- Phonocardiography and Auscultation Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China