# Benefit from public unlabeled data: A Frangi filter-based pretraining network for 3D cerebrovascular segmentation

> Research article (Medical Image Analysis, 2025) · cited 11× · AI/ML

**Wikidata**: [openalex:W4406580882](https://www.wikidata.org/wiki/openalex:W4406580882)  
**Source**: https://4ort.xyz/entity/benefit-from-public-unlabeled-data-a-frangi-filter-based-pretraining-network-for-3d-cerebrovascular-segmentation