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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Hlavní autoři: Guanyu Yang, Chuanxia Wang, Jian Yang, Yang Chen, Lijun Tang, Pengfei Shao, Jean-Louis Dillenseger, Huazhong Shu, Limin Luo
Médium: Artigo
Jazyk:Inglês
Vydáno: BMC 2020-04-01
Edice:BMC Medical Imaging
Témata:
Weakly-supervised
Renal tumor segmentation
Bounding box
Convolutional neural network
On-line přístup:http://link.springer.com/article/10.1186/s12880-020-00435-w
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