HyMaP: A hybrid magnitude-phase approach to unsupervised segmentation of tumor areas in breast cancer histology images

HyMaP: A hybrid magnitude-phase approach to unsupervised segmentation of tumor areas in breast cancer histology images

Background: Segmentation of areas containing tumor cells in standard H&E histopathology images of breast (and several other tissues) is a key task for computer-assisted assessment and grading of histopathology slides. Good segmentation of tumor regions is also vital for automated scoring of immu...

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Bibliographic Details
Main Authors: Adnan M Khan, Hesham El-Daly, Emma Simmons, Nasir M Rajpoot
Format: Article
Language:English
Published: Elsevier 2013-01-01
Series:Journal of Pathology Informatics
Subjects:
Breast cancer grading
histopathology image analysis
magnitude and phase spectra of Gabor filters
mitotic cell detection
texture feature
tumor segmentation
Online Access:http://www.jpathinformatics.org/article.asp?issn=2153-3539;year=2013;volume=4;issue=2;spage=1;epage=1;aulast=Khan

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http://www.jpathinformatics.org/article.asp?issn=2153-3539;year=2013;volume=4;issue=2;spage=1;epage=1;aulast=Khan

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