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Automated cervical digitized histology whole-slide image analysis toolbox

Background: Cervical intraepithelial neoplasia (CIN) is regarded as a potential precancerous state of the uterine cervix. Timely and appropriate early treatment of CIN can help reduce cervical cancer mortality. Accurate estimation of CIN grade correlated with human papillomavirus type, which is the...

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Autores principales: Sudhir Sornapudi, Ravitej Addanki, R Joe Stanley, William V Stoecker, Rodney Long, Rosemary Zuna, Shellaine R Frazier, Sameer Antani
Formato: Artigo
Lenguaje:Inglês
Publicado: Elsevier 2021-01-01
Colección:Journal of Pathology Informatics
Materias:
cervical cancer
cervical intraepithelial neoplasia
classification
convolutional neural networks
detection
digital pathology
histology
segmentation
whole slide image
Acceso en línea:http://www.jpathinformatics.org/article.asp?issn=2153-3539;year=2021;volume=12;issue=1;spage=26;epage=26;aulast=Sornapudi
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