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Interpretable Survival Prediction for Colorectal Cancer using Deep Learning


Nov 17, 2020
Ellery Wulczyn, David F. Steiner, Melissa Moran, Markus Plass, Robert Reihs, Fraser Tan, Isabelle Flament-Auvigne, Trissia Brown, Peter Regitnig, Po-Hsuan Cameron Chen, Narayan Hegde, Apaar Sadhwani, Robert MacDonald, Benny Ayalew, Greg S. Corrado, Lily H. Peng, Daniel Tse, Heimo Müller, Zhaoyang Xu, Yun Liu, Martin C. Stumpe, Kurt Zatloukal, Craig H. Mermel


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Deep learning-based survival prediction for multiple cancer types using histopathology images


Dec 16, 2019
Ellery Wulczyn, David F. Steiner, Zhaoyang Xu, Apaar Sadhwani, Hongwu Wang, Isabelle Flament, Craig H. Mermel, Po-Hsuan Cameron Chen, Yun Liu, Martin C. Stumpe


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US-net for robust and efficient nuclei instance segmentation


Jan 31, 2019
Zhaoyang Xu, Faranak Sobhani, Carlos Fernandez Moro, Qianni Zhang

* To appear in ISBI 2019 

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GAN-based Virtual Re-Staining: A Promising Solution for Whole Slide Image Analysis


Jan 13, 2019
Zhaoyang Xu, Carlos Fernández Moro, Béla Bozóky, Qianni Zhang


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