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Targeting Precision with Data Augmented Samples in Deep Learning

In the last five years, deep learning (DL) has become the state-of-the-art tool for solving various tasks in medical image analysis. Among the different methods that have been proposed to improve the performance of Convolutional Neural Networks (CNNs), one typical approach is the augmentation of the...

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Detalhes bibliográficos
Publicado no:Med Image Comput Comput Assist Interv
Main Authors: Nardelli, Pietro, Estépar, Raúl San José
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7243959/
https://ncbi.nlm.nih.gov/pubmed/32455347
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-32226-7_32
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