# Semi-supervised medical image segmentation via weak-to-strong perturbation consistency and edge-aware contrastive representation

> Research article (Medical Image Analysis, 2025) · cited 16× · AI/ML

**Wikidata**: [openalex:W4406097113](https://www.wikidata.org/wiki/openalex:W4406097113)  
**Source**: https://4ort.xyz/entity/semi-supervised-medical-image-segmentation-via-weak-to-strong-perturbation-consistency-and-edge-aware-contrastive-repres