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Improving the Ability of Deep Neural Networks to Use Information from Multiple Views in Breast Cancer Screening

In breast cancer screening, radiologists make the diagnosis based on images that are taken from two angles. Inspired by this, we seek to improve the performance of deep neural networks applied to this task by encouraging the model to use information from both views of the breast. First, we took a cl...

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書目詳細資料
發表在:Proc Mach Learn Res
Main Authors: Wu, Nan, Jastrzębski, Stanisław, Park, Jungkyu, Moy, Linda, Cho, Kyunghyun, Geras, Krzysztof J.
格式: Artigo
語言:Inglês
出版: 2020
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC8208631/
https://ncbi.nlm.nih.gov/pubmed/34142092
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