# Melanoma segmentation using deep learning with test-time augmentations and conditional random fields

> Research article (Scientific Reports, 2022) · cited 57× · AI/ML

**Wikidata**: [openalex:W4221027191](https://www.wikidata.org/wiki/openalex:W4221027191)  
**Source**: https://4ort.xyz/entity/melanoma-segmentation-using-deep-learning-with-test-time-augmentations-and-conditional-random-fields