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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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Detalles Bibliográficos
Autores principales: Rezaei, Mina, Näppi, Janne J., Lippert, Christoph, Meinel, Christoph, Yoshida, Hiroyuki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7603459/
https://www.ncbi.nlm.nih.gov/pubmed/32897490
http://dx.doi.org/10.1007/s11548-020-02254-4