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Generative multi-adversarial network for striking the right balance in abdominal image segmentation

Purpose The identification of abnormalities that are relatively rare within otherwise normal anatomy is a major challenge for deep learning in the semantic segmentation of medical images. The small number of samples of the minority classes in the training data makes the learning of optimal classific...

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Detalhes bibliográficos
Publicado no:Int J Comput Assist Radiol Surg
Main Authors: Rezaei, Mina, Näppi, Janne J., Lippert, Christoph, Meinel, Christoph, Yoshida, Hiroyuki
Formato: Artigo
Idioma:Inglês
Publicado em: Springer International Publishing 2020
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7603459/
https://ncbi.nlm.nih.gov/pubmed/32897490
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11548-020-02254-4
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