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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...

תיאור מלא

שמור ב:
מידע ביבליוגרפי
הוצא לאור ב:Mach Learn Med Imaging
Main Authors: Shen, Yiqiu, Wu, Nan, Phang, Jason, Park, Jungkyu, Kim, Gene, Moy, Linda, Cho, Kyunghyun, Geras, Krzysztof J.
פורמט: Artigo
שפה:Inglês
יצא לאור: 2019
נושאים:
גישה מקוונת: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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