Anais Do XVI Workshop De Visão Computacional (WVC 2020) 2020
DOI: 10.5753/wvc.2020.13475
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Impacts of Color Space Transformations on Dysplastic Nuclei Segmentation Using CNN

Abstract: Oral epithelial dysplasia is a common precancerous lesion type that can be graded as mild, moderate and severe. Although not all oral epithelial dysplasia become cancer over time, this premalignant condition has a significant rate of progressing to cancer and the early treatment has been shown to be considerably more successful. The diagnosis and distinctions between mild, moderate, and severe grades are made by pathologists through a complex and time-consuming process where some cytological features, includin… Show more

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“…Ela foi originalmente projetada para segmentac ¸ão de imagens biomédicas, com um foco específico na segmentac ¸ão de estruturas celulares com membranas finas. Posteriormente, outros artigos também usaram a U-Net em outras tarefas de segmentac ¸ão [15].…”
Section: B Método Propostounclassified
“…Ela foi originalmente projetada para segmentac ¸ão de imagens biomédicas, com um foco específico na segmentac ¸ão de estruturas celulares com membranas finas. Posteriormente, outros artigos também usaram a U-Net em outras tarefas de segmentac ¸ão [15].…”
Section: B Método Propostounclassified