Deep Learning-Based Synthesis of Contrast-Enhanced MRI for Automated Delineation of Primary Gross Tumor Volume in Radiotherapy of Nasopharyngeal Carcinoma.

L Lin, P Peng, G Q Zhou, S M Huang,J Hu,Y Liu, S M He,Y Sun,W Zhang

International journal of radiation oncology, biology, physics（2023）

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摘要

We proposed an MRI-synthesis method based on GAN and the synthesized contrast-enhanced MRIs performed equivalent as the real contrast-enhanced MRIs in the automated delineation of gross tumor volume for radiotherapy of NPC.

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