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A generative flow-based model for volumetric data augmentation in 3D deep learning for computed tomographic colonography

PURPOSE: Deep learning can be used for improving the performance of computer-aided detection (CADe) in various medical imaging tasks. However, in computed tomographic (CT) colonography, the performance is limited by the relatively small size and the variety of the available training datasets. Our pu...

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Detalhes bibliográficos
Publicado no:Int J Comput Assist Radiol Surg
Main Authors: Uemura, Tomoki, Näppi, Janne J., Ryu, Yasuji, Watari, Chinatsu, Kamiya, Tohru, Yoshida, Hiroyuki
Formato: Artigo
Idioma:Inglês
Publicado em: Springer International Publishing 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7822776/
https://ncbi.nlm.nih.gov/pubmed/33150471
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11548-020-02275-z
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