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Adversarial Domain Adaptation for Classification of Prostate Histopathology Whole-Slide Images

Automatic and accurate Gleason grading of histopathology tissue slides is crucial for prostate cancer diagnosis, treatment, and prognosis. Usually, histopathology tissue slides from different institutions show heterogeneous appearances because of different tissue preparation and staining procedures,...

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Библиографические подробности
Опубликовано в: :Med Image Comput Comput Assist Interv
Главные авторы: Ren, Jian, Hacihaliloglu, Ilker, Singer, Eric A., Foran, David J., Qi, Xin
Формат: Artigo
Язык:Inglês
Опубликовано: 2018
Предметы:
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC6241308/
https://ncbi.nlm.nih.gov/pubmed/30465047
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-00934-2_23
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