Developing a Predictive Model for Ischemic Stroke Onset Time Using Transfer Learning
The 3D ResNet-18 model shows promise in identifying AIS within 4.5 h, including partial DWI-FLAIR mismatch, but requires multicenter validation before use.
Authors
- Shuai Wang (ORCID: https://orcid.org/0000-0002-5698-725X)
- Weidong Wang (ORCID: https://orcid.org/0000-0002-3290-7200)
- Xiang Chen (ORCID: https://orcid.org/0000-0003-2374-0020)
- Lili Zhang (ORCID: https://orcid.org/0000-0002-4129-0644)
- Jie Li (ORCID: https://orcid.org/0000-0002-4974-6116)
- Xin Ding (ORCID: https://orcid.org/0000-0003-2417-3443)
- Wenming Zhang (ORCID: https://orcid.org/0000-0002-8101-4089)
- Yuan Li (ORCID: https://orcid.org/0000-0003-3935-7237)
- Yang Du (ORCID: https://orcid.org/0000-0003-0935-5476)
Institutions
- Chengdu Medical College (CN)
- Sichuan University (CN)
- West China Second University Hospital of Sichuan University (CN)
- Chengdu Military General Hospital (CN)
- First Affiliated Hospital of Chengdu Medical College (CN)
Publication Details
- Journal
- European Neurology
- Published
- 2025-12-09
- DOI
- https://doi.org/10.1159/000549892
- Primary Topic
- Acute Ischemic Stroke Management
- Type
- article
- Field-Weighted Citation Impact
- 0.00