# Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task

> Research article (European Journal of Cancer, 2019) · cited 576× · AI/ML

**Wikidata**: [openalex:W2937742783](https://www.wikidata.org/wiki/openalex:W2937742783)  
**Source**: https://4ort.xyz/entity/deep-learning-outperformed-136-of-157-dermatologists-in-a-head-to-head-dermoscopic-melanoma-image-classification-task