Automated classification of immunostaining patterns in breast tissue from the human protein Atlas

Automated classification of immunostaining patterns in breast tissue from the human protein Atlas

Background: The Human Protein Atlas (HPA) is an effort to map the location of all human proteins (http://www.proteinatlas.org/). It contains a large number of histological images of sections from human tissue. Tissue micro arrays (TMA) are imaged by a slide scanning microscope, and each image repres...

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Bibliographic Details
Main Authors: Issac Niwas Swamidoss, Andreas Kårsnäs, Virginie Uhlmann, Palanisamy Ponnusamy, Caroline Kampf, Martin Simonsson, Carolina Wählby, Robin Strand
Format: Article
Language:English
Published: Elsevier 2013-01-01
Series:Journal of Pathology Informatics
Subjects:
Color deconvolution
dual tree complex wavelets
histology
human protein atlas
support vector machine
textural features
weighted neighbor distance using compound hierarchy of algorithms representing morphology (WND-CHARM) features
Online Access:http://www.jpathinformatics.org/article.asp?issn=2153-3539;year=2013;volume=4;issue=2;spage=14;epage=14;aulast=Swamidoss

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http://www.jpathinformatics.org/article.asp?issn=2153-3539;year=2013;volume=4;issue=2;spage=14;epage=14;aulast=Swamidoss

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