Automated Computational Detection, Quantitation, and Mapping of Mitosis in Whole-Slide Images for Clinically Actionable Surgical Pathology Decision Support.

Journal of pathology informatics(2019)

引用 12|浏览32
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摘要
Automated TMHS MF segmentation and feature engineering performance were interchangeable with both observer and OCA in digital mode. Moreover, enhanced HS location accuracy and superior method reproducibility were achieved using the automated TMHS algorithm compared to the current practice employing clinical microscopy.
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关键词
Cancer grading,computer-assisted diagnosis/prognosis,feature engineering,image segmentation,method reproducibility,pathology imaging informatics,proliferation index
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