# Automated Collateral Scoring on CT Angiography of Patients with Acute Ischemic Stroke Using Hybrid CNN and Transformer Network

> Research article (Biomedicines, 2023) · cited 16× · AI/ML

**Wikidata**: [openalex:W4317393286](https://www.wikidata.org/wiki/openalex:W4317393286)  
**Source**: https://4ort.xyz/entity/automated-collateral-scoring-on-ct-angiography-of-patients-with-acute-ischemic-stroke-using-hybrid-cnn-and-transformer-n