# Predicting head and neck cancer treatment outcomes with pre-treatment quantitative ultrasound texture features and optimising machine learning classifiers with texture-of-texture features

> Research article (Frontiers in Oncology, 2023) · cited 21× · AI/ML

**Wikidata**: [openalex:W4387297435](https://www.wikidata.org/wiki/openalex:W4387297435)  
**Source**: https://4ort.xyz/entity/predicting-head-and-neck-cancer-treatment-outcomes-with-pre-treatment-quantitative-ultrasound-texture-features-and-optim