Transfer Learning from Convolutional Neural Networks for Computer-Aided: A Comparison of Digital Breast Tomosynthesis and Full-Field Digital Mammography

RATIONALE AND OBJECTIVES: With the growing adoption of digital breast tomosynthesis (DBT) in breast cancer screening, we compare the performance of deep learning computer-aided diagnosis (CADx) on DBT images to that of conventional full-field digital mammography (FFDM). MATERIALS AND METHODS: In thi...

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Bibliographic Details
Published in:Acad Radiol
Main Authors: Mendel, Kayla, Li, Hui, Sheth, Deepa, Giger, Maryellen
Format: Artigo
Language:Inglês
Published: 2018
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Article
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6355376/
https://ncbi.nlm.nih.gov/pubmed/30076083
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.acra.2018.06.019
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