# Noninvasive KRAS mutation estimation in colorectal cancer using a deep learning method based on CT imaging

> Research article (BMC Medical Imaging, 2020) · cited 58× · AI/ML

**Wikidata**: [openalex:W3030421963](https://www.wikidata.org/wiki/openalex:W3030421963)  
**Source**: https://4ort.xyz/entity/noninvasive-kras-mutation-estimation-in-colorectal-cancer-using-a-deep-learning-method-based-on-ct-imaging