Radiomics signature and deep learning signature of intrathrombus and perithrombus for prediction of malignant cerebral edema after acute ischemic stroke: a multicenter CT study
Emphasis is placed on the critical significance of radiomics extracted from the area in and around the thrombus in predicting MCE after AIS, which has far-reaching significance for improving patient prognosis.
Authors
- Xiaoyu Xu (ORCID: https://orcid.org/0000-0002-9744-8404)
- Nan Yu (ORCID: https://orcid.org/0000-0002-0177-2067)
- Shuhao Wang (ORCID: https://orcid.org/0000-0002-5467-3548)
- Haiqi Wang
- Xiaoli Gu
- Jingxuan Jiang
- Chenqing Wang
Institutions
- Shanghai Jiao Tong University (CN)
- Shanghai University of Traditional Chinese Medicine (CN)
- Beijing Biocytogen (China) (CN)
- Longhua Hospital Shanghai University of Traditional Chinese Medicine (CN)
- Shanghai Guanghua Hospital of Integrated Traditional Chinese and Western Medicine (CN)
- Shanghai Sixth People's Hospital (CN)
Publication Details
- Journal
- Frontiers in Neurology
- Published
- 2025-09-10
- DOI
- https://doi.org/10.3389/fneur.2025.1650970
- Primary Topic
- Acute Ischemic Stroke Management
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China