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Differentiation of arterioles from venules in mouse histology images using machine learning

Analysis and morphological comparison of the arteriolar and venular components of a microvascular network are essential to our understanding of multiple diseases affecting every organ system. We have developed and evaluated the first fully automatic software system for differentiation of arterioles...

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Bibliographic Details
Published in:J Med Imaging (Bellingham)
Main Authors: Elkerton, J. Sachi, Xu, Yiwen, Pickering, J. Geoffrey, Ward, Aaron D.
Format: Artigo
Language:Inglês
Published: Society of Photo-Optical Instrumentation Engineers 2017
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Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5330885/
https://ncbi.nlm.nih.gov/pubmed/28331891
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.4.2.021104
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