Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology
The actual performance of ML/AI models in predicting radiation-induced toxicity in head and neck cancer: a systematic review and meta-analysis.
Gibson C Ugwu, Farzad Jalali, Geoffrey Liu, Guojun Li, Johannes Albertus Langendijk, Behrooz Z Alizadeh
Published: 202510.1016/j.radonc.2025.111350
Abstract
An increasing number of Artificial intelligence (AI) and machine learning (ML) models are being developed to predict radiation-induced toxicities (RITs) in patients with head and neck cancer (HNC). But their performance and reliability remain uncerta…
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