Automated contouring of gross tumor volume lymph nodes in lung cancer by deep learning

Abstract Purpose The precise contouring of gross tumor volume lymph nodes (GTVnd) is an essential step in clinical target volume delineation. This study aims to propose and evaluate a deep learning model for segmenting GTVnd specifically in lung cancer, representing one of the pioneering investigati...

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Hlavní autoři: Yuling Huang, Xingxing Yuan, Longfei Xu, Junming Jian, Changfei Gong, Yun Zhang, Wenheng Zheng
Médium: Artigo
Jazyk:Inglês
Vydáno: BMC 2025-09-01
Edice:BMC Cancer
Témata:
Automatic segmentation
Gross target volume lymph nodes (GTVnd)
Lung cancer
Deep learning
On-line přístup:https://doi.org/10.1186/s12885-025-14794-6
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