Predicting symptomatic carotid artery plaques with radiomics-based carotid perivascular adipose tissue characteristics: a multicenter, multiclassifier study
The combined model performed excellently in predicting symptomatic carotid plaques. By early identification of high-risk patients and selecting appropriate clinical decisions, it holds significant clinical potential for improving stroke prevention.
Authors
- Lin Shen (ORCID: https://orcid.org/0000-0001-8977-8625)
- Minjiang Chen (ORCID: https://orcid.org/0000-0002-4040-6115)
- Ting Zhao (ORCID: https://orcid.org/0000-0003-3502-6043)
- Jiansong Ji (ORCID: https://orcid.org/0000-0002-6026-3676)
- Shuiwei Xia
- Weiqian Chen (ORCID: https://orcid.org/0000-0003-3819-7841)
- Chenying Lu
- Yongjun Chen (ORCID: https://orcid.org/0000-0002-6486-2000)
- Jian Wu (ORCID: https://orcid.org/0000-0002-3394-1507)
- Lei Xu (ORCID: https://orcid.org/0009-0006-4806-0952)
- Jing Yang (ORCID: https://orcid.org/0000-0002-5865-3165)
- Guihan Lin
- Weiming Hu (ORCID: https://orcid.org/0000-0003-1605-5084)
- Weiyue Chen (ORCID: https://orcid.org/0000-0002-1313-0168)
Institutions
- Wenzhou Medical University (CN)
- Lishui Central Hospital (CN)
- Lishui City People's Hospital (CN)
Publication Details
- Journal
- BMC Medical Imaging
- Published
- 2025-08-19
- DOI
- https://doi.org/10.1186/s12880-025-01876-x
- Citations
- 4
- Primary Topic
- Cardiovascular Disease and Adiposity
- Type
- article
- Field-Weighted Citation Impact
- 5.55
Funders
- Wenzhou Medical University