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Multi-instance Multi-label Learning for Multi-class Classification of Whole Slide Breast Histopathology Images

Digital pathology has entered a new era with the availability of whole slide scanners that create high-resolution images of full biopsy slides. Consequently, the uncertainty regarding the correspondence between the image areas and the diagnostic labels assigned by pathologists at the slide level, an...

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Bibliografiske detaljer
Udgivet i:IEEE Trans Med Imaging
Main Authors: Mercan, Caner, Aksoy, Selim, Mercan, Ezgi, Shapiro, Linda G., Weaver, Donald L., Elmore, Joann G.
Format: Artigo
Sprog:Inglês
Udgivet: 2017
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5774338/
https://ncbi.nlm.nih.gov/pubmed/28981408
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2017.2758580
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