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

L Lin, P Peng, GQ Zhou, SM Huang, J Hu… - International Journal of …, 2023 - redjournal.org
Purpose/Objective (s) Contrast-enhanced MRIs are necessary to delineate the primary gross
tumor volume (GTVp) in radiotherapy of nasopharyngeal carcinoma (NPC). However, using …

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

L Lin, P Peng, GQ Zhou, SM Huang… - … journal of radiation …, 2023 - pubmed.ncbi.nlm.nih.gov
Purpose/objective (s) Contrast-enhanced MRIs are necessary to delineate the primary gross
tumor volume (GTVp) in radiotherapy of nasopharyngeal carcinoma (NPC). However, using …

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

L Lin, P Peng, GQ Zhou, SM Huang, J Hu, Y Liu… - International Journal of …, 2023 - Elsevier
Purpose/Objective (s) Contrast-enhanced MRIs are necessary to delineate the primary gross
tumor volume (GTVp) in radiotherapy of nasopharyngeal carcinoma (NPC). However, using …

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

L Lin, P Peng, GQ Zhou, SM Huang, J Hu… - … Journal of Radiation …, 2023 - europepmc.org
Results In automated contouring of GTVp for NPC, the segmentation deep learning network
using one or two synthesized MRIs showed equivalent performance when compared with …