Ensemble learning approach for prediction of early complications after radiotherapy for head and neck cancer using CT and MRI radiomic features

Abstract There are different side effects in radiotherapy of head and neck cancer (HNC) including xerostomia. The present study utilizes the addition of $$T_1$$ and $$T_2$$ -weighted Magnetic Resonance (MR) radiomic image features to typical Computed Tomography (CT)-based features and radiation dose...

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Bibliographic Details
Main Authors: Benyamin Khajetash, Seied Rabi Mahdavi, Alireza Nikoofar, Lee Johnson, Meysam Tavakoli
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-93676-0
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