Interpretable explanations of black box classifiers applied on medical images by meaningful perturbations using variational autoencoders

Hristina Uzunova, Jan Ehrhardt, Timo Kepp, Heinz Handels. Interpretable explanations of black box classifiers applied on medical images by meaningful perturbations using variational autoencoders. In Elsa D. Angelini, Bennett A. Landman, editors, Medical Imaging 2019: Image Processing, San Diego, California, United States, 16-21 February 2019. Volume 10949 of SPIE Proceedings, pages 1094911, SPIE, 2019. [doi]

Authors

Hristina Uzunova

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Jan Ehrhardt

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Timo Kepp

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Heinz Handels

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