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Stereo Correspondence and Reconstruction of Endoscopic Data Challenge

Jan 28, 2021
Max Allan, Jonathan Mcleod, Congcong Wang, Jean Claude Rosenthal, Zhenglei Hu, Niklas Gard, Peter Eisert, Ke Xue Fu, Trevor Zeffiro, Wenyao Xia, Zhanshi Zhu, Huoling Luo, Fucang Jia, Xiran Zhang, Xiaohong Li, Lalith Sharan, Tom Kurmann, Sebastian Schmid, Raphael Sznitman, Dimitris Psychogyios, Mahdi Azizian, Danail Stoyanov, Lena Maier-Hein, Stefanie Speidel


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Surgical Data Science -- from Concepts to Clinical Translation

Oct 30, 2020
Lena Maier-Hein, Matthias Eisenmann, Duygu Sarikaya, Keno März, Toby Collins, Anand Malpani, Johannes Fallert, Hubertus Feussner, Stamatia Giannarou, Pietro Mascagni, Hirenkumar Nakawala, Adrian Park, Carla Pugh, Danail Stoyanov, Swaroop S. Vedula, Beat Peter Müller, Kevin Cleary, Gabor Fichtinger, Germain Forestier, Bernard Gibaud, Teodor Grantcharov, Makoto Hashizume, Hannes Kenngott, Ron Kikinis, Lars Mündermann, Nassir Navab, Sinan Onogur, Raphael Sznitman, Russell Taylor, Minu Dietlinde Tizabi, Martin Wagner, Gregory D. Hager, Thomas Neumuth, Nicolas Padoy, Pierre Jannin, Stefanie Speidel


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A Question-Centric Model for Visual Question Answering in Medical Imaging

Mar 02, 2020
Minh H. Vu, Tommy Löfstedt, Tufve Nyholm, Raphael Sznitman

* Accepted at IEEE Transactions on Medical Imaging 

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Fused Detection of Retinal Biomarkers in OCT Volumes

Jul 16, 2019
Thomas Kurmann, Pablo Márquez-Neila, Siqing Yu, Marion Munk, Sebastian Wolf, Raphael Sznitman


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Concept-Centric Visual Turing Tests for Method Validation

Jul 15, 2019
Tatiana Fountoukidou, Raphael Sznitman

* 9 pages, 8 figures 

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Deep Multi Label Classification in Affine Subspaces

Jul 10, 2019
Thomas Kurmann, Pablo Marquez Neila, Sebastian Wolf, Raphael Sznitman


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Discovering General-Purpose Active Learning Strategies

Oct 09, 2018
Ksenia Konyushkova, Raphael Sznitman, Pascal Fua


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Iterative multi-path tracking for video and volume segmentation with sparse point supervision

Aug 27, 2018
Laurent Lejeune, Jan Grossrieder, Raphael Sznitman


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Comparative evaluation of instrument segmentation and tracking methods in minimally invasive surgery

May 07, 2018
Sebastian Bodenstedt, Max Allan, Anthony Agustinos, Xiaofei Du, Luis Garcia-Peraza-Herrera, Hannes Kenngott, Thomas Kurmann, Beat Müller-Stich, Sebastien Ourselin, Daniil Pakhomov, Raphael Sznitman, Marvin Teichmann, Martin Thoma, Tom Vercauteren, Sandrine Voros, Martin Wagner, Pamela Wochner, Lena Maier-Hein, Danail Stoyanov, Stefanie Speidel


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Geometry in Active Learning for Binary and Multi-class Image Segmentation

Jan 16, 2018
Ksenia Konyushkova, Raphael Sznitman, Pascal Fua

* Extension of our previous paper arXiv:1508.04955 

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Simultaneous Recognition and Pose Estimation of Instruments in Minimally Invasive Surgery

Oct 18, 2017
Thomas Kurmann, Pablo Marquez Neila, Xiaofei Du, Pascal Fua, Danail Stoyanov, Sebastian Wolf, Raphael Sznitman

* 8 pages, 2 figures, MICCAI 2017 

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Pathological OCT Retinal Layer Segmentation using Branch Residual U-shape Networks

Jul 16, 2017
Stefanos Apostolopoulos, Sandro De Zanet, Carlos Ciller, Sebastian Wolf, Raphael Sznitman

* 9 pages, 5 figures, MICCAI 2017 

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Expected exponential loss for gaze-based video and volume ground truth annotation

Jul 16, 2017
Laurent Lejeune, Mario Christoudias, Raphael Sznitman

* 9 pages, 5 figues, MICCAI 2017 - LABELS Workshop 

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Learning Active Learning from Data

Jul 14, 2017
Ksenia Konyushkova, Raphael Sznitman, Pascal Fua


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RetiNet: Automatic AMD identification in OCT volumetric data

Oct 12, 2016
Stefanos Apostolopoulos, Carlos Ciller, Sandro I. De Zanet, Sebastian Wolf, Raphael Sznitman

* 14 pages, 10 figures, Code available 

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Active Learning for Delineation of Curvilinear Structures

Dec 02, 2015
Agata Mosinska, Raphael Sznitman, Przemysław Głowacki, Pascal Fua


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Introducing Geometry in Active Learning for Image Segmentation

Aug 20, 2015
Ksenia Konyushkova, Raphael Sznitman, Pascal Fua


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Multi-environment model estimation for motility analysis of Caenorhabditis Elegans

Jul 08, 2010
Raphael Sznitman, Manaswi Gupta, Gregory D. Hager, Paulo E. Arratia, Josue Sznitman

* 21 pages, 8 figures, accepted in: PLoS ONE (2010) 

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Active Testing for Face Detection and Localization

Mar 27, 2010
Raphael Sznitman, Bruno Jedynak

* 16 pages, 5 figures, accepted in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2010 

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