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Convolutional autoencoder based model HistoCAE for segmentation of viable tumor regions in liver whole-slide images

Liver cancer is one of the leading causes of cancer deaths in Asia and Africa. It is caused by the Hepatocellular carcinoma (HCC) in almost 90% of all cases. HCC is a malignant tumor and the most common histological type of the primary liver cancers. The detection and evaluation of viable tumor regi...

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Detalles Bibliográficos
Autores principales: Roy, Mousumi, Kong, Jun, Kashyap, Satyananda, Pastore, Vito Paolo, Wang, Fusheng, Wong, Ken C. L., Mukherjee, Vandana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7794421/
https://www.ncbi.nlm.nih.gov/pubmed/33420322
http://dx.doi.org/10.1038/s41598-020-80610-9