Generative Adversarial Network in Medical Imaging: A Review

    Xin Yi
    Xin Yi
    Ekta Walia
    Ekta Walia

    Medical Image Analysis, Volume abs/1809.07294, 2019, Pages 101552

    Cited by: 150|Bibtex|Views24|Links
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    Keywords:
    Deep learningGenerative adversarial networkGenerative modelMedical imagingReview

    Abstract:

    Generative adversarial networks have gained a lot of attention in general computer vision community due to their capability of data generation without explicitly modelling the probability density function and robustness to overfitting. The adversarial loss brought by the discriminator provides a clever way of incorporating unlabeled sampl...More

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