Comparation of CT/PET/MRI in deep learning models for outcome prediction in oropharyngeal cancer patients

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Baoqiang Ma, Jiapan Guo, Lisanne V. van Dijk, Johannes A. Langendijk, Peter M.A. van Ooijen, Stefan Both, Nanna M. Sijtsema

Published: 02 Dec 2025, Last Modified: 26 Apr 2026CrossrefEveryoneRevisionsCC BY-SA 4.0
Abstract: BackgroundDue to the superior soft tissue contrast, MRI may provide more prognostic information than CT/PET for outcome prediction in oropharyngeal cancer (OPC). However, the utilization of MRI-based deep learning (DL) models to predict outcome of OPC patients is rarely explored.<...