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Examining the Capability of GANs to Replace Real Biomedical Images in Classification Models Training


Apr 18, 2019
Vassili Kovalev, Siarhei Kazlouski

* 10 pages, 2 figures, 3 tables 

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Influence of Control Parameters and the Size of Biomedical Image Datasets on the Success of Adversarial Attacks


Apr 15, 2019
Vassili Kovalev, Dmitry Voynov

* 10 pages, 3 figures, 1 table, 3746 words 

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Predicting breast tumor proliferation from whole-slide images: the TUPAC16 challenge


Jul 22, 2018
Mitko Veta, Yujing J. Heng, Nikolas Stathonikos, Babak Ehteshami Bejnordi, Francisco Beca, Thomas Wollmann, Karl Rohr, Manan A. Shah, Dayong Wang, Mikael Rousson, Martin Hedlund, David Tellez, Francesco Ciompi, Erwan Zerhouni, David Lanyi, Matheus Viana, Vassili Kovalev, Vitali Liauchuk, Hady Ahmady Phoulady, Talha Qaiser, Simon Graham, Nasir Rajpoot, Erik Sjöblom, Jesper Molin, Kyunghyun Paeng, Sangheum Hwang, Sunggyun Park, Zhipeng Jia, Eric I-Chao Chang, Yan Xu, Andrew H. Beck, Paul J. van Diest, Josien P. W. Pluim

* Overview paper of the TUPAC16 challenge: http://tupac.tue-image.nl/ 

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