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Precise Location Matching Improves Dense Contrastive Learning in Digital Pathology


Dec 23, 2022
Jingwei Zhang, Saarthak Kapse, Ke Ma, Prateek Prasanna, Maria Vakalopoulou, Joel Saltz, Dimitris Samaras

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* Submit to IPMI2023 

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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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Multi-center anatomical segmentation with heterogeneous labels via landmark-based models


Nov 14, 2022
Nicolás Gaggion, Maria Vakalopoulou, Diego H. Milone, Enzo Ferrante

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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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Gigapixel Whole-Slide Images Classification using Locally Supervised Learning


Jul 17, 2022
Jingwei Zhang, Xin Zhang, Ke Ma, Rajarsi Gupta, Joel Saltz, Maria Vakalopoulou, Dimitris Samaras

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* Accepted to MICCAI 2022 

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Test-time image-to-image translation ensembling improves out-of-distribution generalization in histopathology


Jun 30, 2022
Marin Scalbert, Maria Vakalopoulou, Florent Couzinié-Devy

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* Accepted at MICCAI2022 Conference 

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Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning


Dec 23, 2021
Alessa Hering, Lasse Hansen, Tony C. W. Mok, Albert C. S. Chung, Hanna Siebert, Stephanie Häger, Annkristin Lange, Sven Kuckertz, Stefan Heldmann, Wei Shao, Sulaiman Vesal, Mirabela Rusu, Geoffrey Sonn, Théo Estienne, Maria Vakalopoulou, Luyi Han, Yunzhi Huang, Mikael Brudfors, Yaël Balbastre, SamuelJ outard, Marc Modat, Gal Lifshitz, Dan Raviv, Jinxin Lv, Qiang Li, Vincent Jaouen, Dimitris Visvikis, Constance Fourcade, Mathieu Rubeaux, Wentao Pan, Zhe Xu, Bailiang Jian, Francesca De Benetti, Marek Wodzinski, Niklas Gunnarsson, Jens Sjölund, Huaqi Qiu, Zeju Li, Christoph Großbröhmer, Andrew Hoopes, Ingerid Reinertsen, Yiming Xiao, Bennett Landman, Yuankai Huo, Keelin Murphy, Nikolas Lessmann, Bram van Ginneken, Adrian V. Dalca, Mattias P. Heinrich

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