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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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Detalles Bibliográficos
Autores principales: Yang, Guanyu, Wang, Chuanxia, Yang, Jian, Chen, Yang, Tang, Lijun, Shao, Pengfei, Dillenseger, Jean-Louis, Shu, Huazhong, Luo, Limin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7161012/
https://www.ncbi.nlm.nih.gov/pubmed/32293303
http://dx.doi.org/10.1186/s12880-020-00435-w