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Combining noise-to-image and image-to-image GANs: Brain MR image augmentation for tumor detection

Published version
Peer-reviewed

Repository URI

https://www.repository.cam.ac.uk/handle/1810/310579

Repository DOI

https://doi.org/10.17863/CAM.57676

Files

Published version (2.87 MB)

Type

Article

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Authors

Rundo, L 
Araki, R 
Nagano, Y 
Furukawa, Y 
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Description

Keywords

Gallium nitride, Training, Tumors, Generative adversarial networks, Medical diagnostic imaging, Image synthesis, Data augmentation, synthetic image generation, GANs, brain MRI, tumor detection

Journal Title

IEEE Access

Conference Name

Journal ISSN

2169-3536
2169-3536

Volume Title

7

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Publisher DOI

https://doi.org/10.1109/ACCESS.2019.2947606

Rights

Attribution 4.0 International Repository logo

Collections

University of Cambridge Research Outputs (Articles and Conferences)