# Dose-Distribution-Driven PET Image-Based Outcome Prediction (DDD-PIOP): A Deep Learning Study for Oropharyngeal Cancer IMRT Application

> Research article (Frontiers in Oncology, 2020) · cited 30× · AI/ML

**Wikidata**: [openalex:W3054654410](https://www.wikidata.org/wiki/openalex:W3054654410)  
**Source**: https://4ort.xyz/entity/dose-distribution-driven-pet-image-based-outcome-prediction-ddd-piop-a-deep-learning-study-for-oropharyngeal-cancer-imrt