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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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Detalles Bibliográficos
Autores principales: Wen, Si, Kurc, Tahsin M., Hou, Le, Saltz, Joel H., Gupta, Rajarsi R., Batiste, Rebecca, Zhao, Tianhao, Nguyen, Vu, Samaras, Dimitris, Zhu, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Informatics Association 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5961826/
https://www.ncbi.nlm.nih.gov/pubmed/29888078