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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...

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Bibliografiske detaljer
Udgivet i:Mach Learn Med Imaging
Main Authors: Shen, Yiqiu, Wu, Nan, Phang, Jason, Park, Jungkyu, Kim, Gene, Moy, Linda, Cho, Kyunghyun, Geras, Krzysztof J.
Format: Artigo
Sprog:Inglês
Udgivet: 2019
Fag:
Online adgang: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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