# Machine Learning Applications in Head and Neck Radiation Oncology: Lessons From Open-Source Radiomics Challenges

> Research article (Frontiers in Oncology, 2018) · cited 42× · AI/ML

**Wikidata**: [openalex:W2887827698](https://www.wikidata.org/wiki/openalex:W2887827698)  
**Source**: https://4ort.xyz/entity/machine-learning-applications-in-head-and-neck-radiation-oncology-lessons-from-open-source-radiomics-challenges