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Mass detection in digital breast tomosynthesis: Deep convolutional neural network with transfer learning from mammography

PURPOSE: Develop a computer-aided detection (CAD) system for masses in digital breast tomosynthesis (DBT) volume using a deep convolutional neural network (DCNN) with transfer learning from mammograms. METHODS: A data set containing 2282 digitized film and digital mammograms and 324 DBT volumes were...

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Detalhes bibliográficos
Publicado no:Med Phys
Main Authors: Samala, Ravi K., Chan, Heang-Ping, Hadjiiski, Lubomir, Helvie, Mark A., Wei, Jun, Cha, Kenny
Formato: Artigo
Idioma:Inglês
Publicado em: American Association of Physicists in Medicine 2016
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5135717/
https://ncbi.nlm.nih.gov/pubmed/27908154
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1118/1.4967345
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