Automated Gleason Grading of Prostate Biopsies using Deep Learning
Automated Gleason Grading of Prostate Biopsies using Deep Learning
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Ithaca: Cornell University Library, arXiv.org
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English
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Publisher
Ithaca: Cornell University Library, arXiv.org
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Contents
The Gleason score is the most important prognostic marker for prostate cancer patients but suffers from significant inter-observer variability. We developed a fully automated deep learning system to grade prostate biopsies. The system was developed using 5834 biopsies from 1243 patients. A semi-automatic labeling technique was used to circumvent th...
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Full title
Automated Gleason Grading of Prostate Biopsies using Deep Learning
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TN_cdi_proquest_journals_2260229551
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2260229551
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E-ISSN
2331-8422
DOI
10.48550/arxiv.1907.07980
