Comparison of Different Classifiers with Active Learning to Support Quality Control in Nucleus Segmentation in Pathology Images

Segmentation of nuclei in whole slide tissue images is a common methodology in pathology image analysis. Most segmentation algorithms are sensitive to input algorithm parameters and the characteristics of input images (tissue morphology, staining, etc.). Because there can be large variability in the...

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Bibliographic Details
Published in:AMIA Jt Summits Transl Sci Proc
Main Authors: Wen, Si, Kurc, Tahsin M., Hou, Le, Saltz, Joel H., Gupta, Rajarsi R., Batiste, Rebecca, Zhao, Tianhao, Nguyen, Vu, Samaras, Dimitris, Zhu, Wei
Format: Artigo
Language:Inglês
Published: American Medical Informatics Association 2018
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Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5961826/
https://ncbi.nlm.nih.gov/pubmed/29888078
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