# A Topological Loss Function for Deep-Learning Based Image Segmentation Using Persistent Homology

> Research article (IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020) · cited 228× · AI/ML

**Wikidata**: [openalex:W2978005227](https://www.wikidata.org/wiki/openalex:W2978005227)  
**Source**: https://4ort.xyz/entity/a-topological-loss-function-for-deep-learning-based-image-segmentation-using-persistent-homology