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Discrimination of Breast Cancer with Microcalcifications on Mammography by Deep Learning

Microcalcification is an effective indicator of early breast cancer. To improve the diagnostic accuracy of microcalcifications, this study evaluates the performance of deep learning-based models on large datasets for its discrimination. A semi-automated segmentation method was used to characterize a...

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發表在:Sci Rep
Main Authors: Wang, Jinhua, Yang, Xi, Cai, Hongmin, Tan, Wanchang, Jin, Cangzheng, Li, Li
格式: Artigo
語言:Inglês
出版: Nature Publishing Group 2016
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC4895132/
https://ncbi.nlm.nih.gov/pubmed/27273294
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/srep27327
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