MRI-based habitat radiomics combined with vision transformer for identifying vulnerable intracranial atherosclerotic plaques and predicting stroke events: a multicenter, retrospective study
This study was supported by the National Natural Science Foundation of China (grant 82204933). Henan Key Laboratory of Neurorestoratology (HNSJXF-2021-004), 2019 Joint Construction Project of Henan Provincial Health Committee and Ministry of Health (SB201901061), and the Xin Xiang City Acute Ischemic Stroke Precision Prevention and Treatment Key Laboratory.
Authors
- Jianhua Zhao (ORCID: https://orcid.org/0000-0002-0808-9834)
- Yongdong Li (ORCID: https://orcid.org/0000-0001-8756-0438)
- Zhengqi Wei (ORCID: https://orcid.org/0000-0002-1699-3321)
- Ziang Li (ORCID: https://orcid.org/0000-0003-3014-0525)
- Han Lin (ORCID: https://orcid.org/0000-0001-5108-4476)
- Hongkai Cui (ORCID: https://orcid.org/0000-0003-4969-4835)
- Jie Wang (ORCID: https://orcid.org/0009-0009-3629-4542)
- Beichen Xie (ORCID: https://orcid.org/0000-0002-1010-0676)
- Yu Gao
- Tingting Huang (ORCID: https://orcid.org/0000-0003-2314-4448)
- Qiang Zhao (ORCID: https://orcid.org/0000-0003-4847-7054)
- Xiaoyang Zhai (ORCID: https://orcid.org/0000-0002-2924-221X)
- Hongling Zhao (ORCID: https://orcid.org/0009-0003-1055-1295)
- Lan Zhang (ORCID: https://orcid.org/0000-0001-5224-8196)
- Yue Sun
- Ruifang Yan
- Gang Zhang (ORCID: https://orcid.org/0009-0001-2680-2146)
Institutions
- Shanghai Jiao Tong University (CN)
- Second Affiliated Hospital of Zhengzhou University (CN)
- First Affiliated Hospital of Xinxiang Medical University (CN)
- Shanghai Sixth People's Hospital (CN)
- Xinxiang Central Hospital (CN)
- First Affiliated Hospital of Henan University (CN)
- Henan Medical University (CN)
Publication Details
- Journal
- EClinicalMedicine
- Published
- 2025-04-01
- DOI
- https://doi.org/10.1016/j.eclinm.2025.103186
- Citations
- 9
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 12.24