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

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 planning....

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Vydáno v:BMC Med Imaging
Hlavní autoři: Yang, Guanyu, Wang, Chuanxia, Yang, Jian, Chen, Yang, Tang, Lijun, Shao, Pengfei, Dillenseger, Jean-Louis, Shu, Huazhong, Luo, Limin
Médium: Artigo
Jazyk:Inglês
Vydáno: BioMed Central 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7161012/
https://ncbi.nlm.nih.gov/pubmed/32293303
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12880-020-00435-w
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