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A deep learning methodology for improved breast cancer diagnosis using multiparametric MRI

Multiparametric magnetic resonance imaging (mpMRI) has been shown to improve radiologists’ performance in the clinical diagnosis of breast cancer. This machine learning study develops a deep transfer learning computer-aided diagnosis (CADx) methodology to diagnose breast cancer using mpMRI. The retr...

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書目詳細資料
發表在:Sci Rep
Main Authors: Hu, Qiyuan, Whitney, Heather M., Giger, Maryellen L.
格式: Artigo
語言:Inglês
出版: Nature Publishing Group UK 2020
主題:
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC7324398/
https://ncbi.nlm.nih.gov/pubmed/32601367
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-67441-4
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