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Globally-Aware Multiple Instance Classifier for Breast Cancer Screening

Deep learning models designed for visual classification tasks on natural images have become prevalent in medical image analysis. However, medical images differ from typical natural images in many ways, such as significantly higher resolutions and smaller regions of interest. Moreover, both the globa...

詳細記述

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書誌詳細
出版年:Mach Learn Med Imaging
主要な著者: Shen, Yiqiu, Wu, Nan, Phang, Jason, Park, Jungkyu, Kim, Gene, Moy, Linda, Cho, Kyunghyun, Geras, Krzysztof J.
フォーマット: Artigo
言語:Inglês
出版事項: 2019
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC7060084/
https://ncbi.nlm.nih.gov/pubmed/32149282
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-32692-0_3
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