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Differences between human and machine perception in medical diagnosis

Nov 28, 2020
Taro Makino, Stanislaw Jastrzebski, Witold Oleszkiewicz, Celin Chacko, Robin Ehrenpreis, Naziya Samreen, Chloe Chhor, Eric Kim, Jiyon Lee, Kristine Pysarenko, Beatriu Reig, Hildegard Toth, Divya Awal, Linda Du, Alice Kim, James Park, Daniel K. Sodickson, Laura Heacock, Linda Moy, Kyunghyun Cho, Krzysztof J. Geras


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Understanding the robustness of deep neural network classifiers for breast cancer screening

Mar 23, 2020
Witold Oleszkiewicz, Taro Makino, Stanisław Jastrzębski, Tomasz Trzciński, Linda Moy, Kyunghyun Cho, Laura Heacock, Krzysztof J. Geras

* Accepted as a workshop paper at AI4AH, ICLR 2020 

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Siamese Generative Adversarial Privatizer for Biometric Data

Oct 08, 2018
Witold Oleszkiewicz, Peter Kairouz, Karol Piczak, Ram Rajagopal, Tomasz Trzcinski

* Paper accepted to ACCV 2018 (Asian Conference on Computer Vision) 

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