Weakly-supervised convolutional neural networks of renal tumor segmentation in abdominal CTA images

Abstract Background Renal cancer is one of the 10 most common cancers in human beings. The laparoscopic partial nephrectomy (LPN) is an effective way to treat renal cancer. Localization and delineation of the renal tumor from pre-operative CT Angiography (CTA) is an important step for LPN surgery pl...

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Detalhes bibliográficos
Main Authors: Guanyu Yang, Chuanxia Wang, Jian Yang, Yang Chen, Lijun Tang, Pengfei Shao, Jean-Louis Dillenseger, Huazhong Shu, Limin Luo
Formato: Artigo
Idioma:Inglês
Publicado em: BMC 2020-04-01
Colecção:BMC Medical Imaging
Assuntos:
Weakly-supervised
Renal tumor segmentation
Bounding box
Convolutional neural network
Acesso em linha:http://link.springer.com/article/10.1186/s12880-020-00435-w
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