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Artifact Removal in Histopathology Images


Dec 16, 2022
Cameron Dahan, Stergios Christodoulidis, Maria Vakalopoulou, Joseph Boyd

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* Corrected typos, small modification of Figure 1 (+ reflected in Section 2.1), results unchanged 

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Region-guided CycleGANs for Stain Transfer in Whole Slide Images


Aug 26, 2022
Joseph Boyd, Irène Villa, Marie-Christine Mathieu, Eric Deutsch, Nikos Paragios, Maria Vakalopoulou, Stergios Christodoulidis

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Self-Supervised Representation Learning using Visual Field Expansion on Digital Pathology


Sep 07, 2021
Joseph Boyd, Mykola Liashuha, Eric Deutsch, Nikos Paragios, Stergios Christodoulidis, Maria Vakalopoulou

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ASNI: Adaptive Structured Noise Injection for shallow and deep neural networks


Sep 21, 2019
Beyrem Khalfaoui, Joseph Boyd, Jean-Philippe Vert

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* All code concerning the real data experiments is available at \url{https://github.com/BeyremKh/ASNI}\\ 

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