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Multiscale Local Enhancement Deep Convolutional Networks for the Automated 3D Segmentation of Gross Tumor Volumes in Nasopharyngeal Carcinoma: A Multi-Institutional Dataset Study

PURPOSE: Accurate segmentation of gross target volume (GTV) from computed tomography (CT) images is a prerequisite in radiotherapy for nasopharyngeal carcinoma (NPC). However, this task is very challenging due to the low contrast at the boundary of the tumor and the great variety of sizes and morpho...

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Detalles Bibliográficos
Autores principales: Yang, Geng, Dai, Zhenhui, Zhang, Yiwen, Zhu, Lin, Tan, Junwen, Chen, Zefeiyun, Zhang, Bailin, Cai, Chunya, He, Qiang, Li, Fei, Wang, Xuetao, Yang, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8979212/
https://www.ncbi.nlm.nih.gov/pubmed/35387126
http://dx.doi.org/10.3389/fonc.2022.827991