# Development and validation of a weakly supervised deep learning framework to predict the status of molecular pathways and key mutations in colorectal cancer from routine histology images: a retrospective study

> Research article (The Lancet Digital Health, 2021) · cited 273× · AI/ML

**Wikidata**: [openalex:W3205605830](https://www.wikidata.org/wiki/openalex:W3205605830)  
**Source**: https://4ort.xyz/entity/development-and-validation-of-a-weakly-supervised-deep-learning-framework-to-predict-the-status-of-molecular-pathways-an