# Machine Learning in Radiation Oncology: Opportunities, Requirements, and Needs

> Research article (Frontiers in Oncology, 2018) · cited 105× · AI/ML

**Wikidata**: [openalex:W2801722003](https://www.wikidata.org/wiki/openalex:W2801722003)  
**Source**: https://4ort.xyz/entity/machine-learning-in-radiation-oncology-opportunities-requirements-and-needs