A Serial MRI–based Deep Learning Model to Predict Survival in Patients with Locoregionally Advanced Nasopharyngeal Carcinoma

作者：嘉毅 谷口, Junyi Peng, Wenbing Lv, Chen‐Fei Wu, Zi-Hang Chen, Guan‐Qun Zhou, Yaqin Wang, Li Lin, Lijun Lu, Ying Sun · 发表于：Radiology Artificial Intelligence · 年份：2025 · DOI：10.1148/ryai.230544 · 被引用次数：13 · 研究领域：Radiomics and Machine Learning in Medical Imaging、Head and Neck Cancer Studies、Brain Tumor Detection and Classification

A prognostic model incorporating pre- and posttreatment serial MRI acquisitions and clinical factors using deep learning methods showed good performance in survival prediction and risk stratification of patients with locoregionally advanced nasopharyngeal carcinoma.