Mitosis detection in breast cancer pathology images by combining handcrafted and convolutional neural network features

Breast cancer (BCa) grading plays an important role in predicting disease aggressiveness and patient outcome. A key component of BCa grade is the mitotic count, which involves quantifying the number of cells in the process of dividing (i.e., undergoing mitosis) at a specific point in time. Currently...

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Bibliografiske detaljer
Udgivet i:J Med Imaging (Bellingham)
Main Authors: Wang, Haibo, Cruz-Roa, Angel, Basavanhally, Ajay, Gilmore, Hannah, Shih, Natalie, Feldman, Mike, Tomaszewski, John, Gonzalez, Fabio, Madabhushi, Anant
Format: Artigo
Sprog:Inglês
Udgivet: Society of Photo-Optical Instrumentation Engineers 2014
Fag:
Image Processing
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4479031/
https://ncbi.nlm.nih.gov/pubmed/26158062
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.1.3.034003
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