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Generalization Error Analysis for Deep Convolutional Neural Network with Transfer Learning in Breast Cancer Diagnosis

Deep convolutional neural network (DCNN), now popularly called artificial intelligence (AI), has shown the potential to improve over previous computer-assisted tools in medical imaging developed in the past decades. A DCNN has millions of free parameters that need to be trained, but the training sam...

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Detalhes bibliográficos
Publicado no:Phys Med Biol
Main Authors: Samala, Ravi K, Chan, Heang-Ping, Hadjiiski, Lubomir M, Helvie, Mark A, Richter, Caleb D
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7981191/
https://ncbi.nlm.nih.gov/pubmed/32208369
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1088/1361-6560/ab82e8
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