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Multi-Structure Deep Segmentation with Shape Priors and Latent Adversarial Regularization


Jan 25, 2021
Arnaud Boutillon, Bhushan Borotikar, Christelle Pons, Valérie Burdin, Pierre-Henri Conze

* 4 pages, 3 figures; 1 table, accepted at 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) 

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Efficient embedding network for 3D brain tumor segmentation


Nov 22, 2020
Hicham Messaoudi, Ahror Belaid, Mohamed Lamine Allaoui, Ahcene Zetout, Mohand Said Allili, Souhil Tliba, Douraied Ben Salem, Pierre-Henri Conze

* Multimodal Brain Tumor Segmentation Challenge 2020 (BRATS) BrainLes 2020 
* Multimodal Brain Tumor Segmentation Challenge 2020 

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Multi-structure bone segmentation in pediatric MR images with combined regularization from shape priors and adversarial network


Sep 15, 2020
Arnaud Boutillon, Bhushan Borotikar, Valérie Burdin, Pierre-Henri Conze

* 19 pages, 10 figures 

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ExplAIn: Explanatory Artificial Intelligence for Diabetic Retinopathy Diagnosis


Sep 01, 2020
Gwenolé Quellec, Hassan Al Hajj, Mathieu Lamard, Pierre-Henri Conze, Pascale Massin, Béatrice Cochener


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Two-stage breast mass detection and segmentation system towards automated high-resolution full mammogram analysis


Feb 27, 2020
Yutong Yan, Pierre-Henri Conze, Gwenolé Quellec, Mathieu Lamard, Béatrice Cochener, Gouenou Coatrieux


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Abdominal multi-organ segmentation with cascaded convolutional and adversarial deep networks


Jan 26, 2020
Pierre-Henri Conze, Ali Emre Kavur, Emilie Cornec-Le Gall, Naciye Sinem Gezer, Yannick Le Meur, M. Alper Selver, François Rousseau


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CHAOS Challenge -- Combined (CT-MR) Healthy Abdominal Organ Segmentation


Jan 17, 2020
A. Emre Kavur, N. Sinem Gezer, Mustafa BarÄ±ĆŸ, Pierre-Henri Conze, Vladimir Groza, Duc Duy Pham, Soumick Chatterjee, Philipp Ernst, SavaƟ Özkan, Bora Baydar, Dmitry Lachinov, Shuo Han, Josef Pauli, Fabian Isensee, Matthias Perkonigg, Rachana Sathish, Ronnie Rajan, Sinem Aslan, Debdoot Sheet, Gurbandurdy Dovletov, Oliver Speck, Andreas NĂŒrnberger, Klaus H. Maier-Hein, Gözde Bozdağı Akar, Gözde Ünal, Oğuz Dicle, M. Alper Selver

* 10 pages, 2 figures 

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Combining Shape Priors with Conditional Adversarial Networks for Improved Scapula Segmentation in MR images


Oct 22, 2019
Arnaud Boutillon, Bhushan Borotikar, Valérie Burdin, Pierre-Henri Conze


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Automatic detection of multiple pathologies in fundus photographs using spin-off learning


Jul 23, 2019
Gwenolé Quellec, Mathieu Lamard, Pierre-Henri Conze, Pascale Massin, Béatrice Cochener


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Unsupervised learning-based long-term superpixel tracking


Feb 25, 2019
Pierre-Henri Conze, Florian Tilquin, Mathieu Lamard, Fabrice Heitz, Gwenolé Quellec


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Healthy versus pathological learning transferability in shoulder muscle MRI segmentation using deep convolutional encoder-decoders


Jan 06, 2019
Pierre-Henri Conze, Sylvain Brochard, Valérie Burdin, Frances T. Sheehan, Christelle Pons


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Monitoring tool usage in surgery videos using boosted convolutional and recurrent neural networks


May 06, 2018
Hassan Al Hajj, Mathieu Lamard, Pierre-Henri Conze, Béatrice Cochener, Gwenolé Quellec

* Accepted for publication in Medical Image Analysis 

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Adaptive strategy for superpixel-based region-growing image segmentation


Mar 17, 2018
Mahaman Sani Chaibou, Pierre-Henri Conze, Karim Kalti, Basel Solaiman, Mohamed Ali Mahjoub

* J. of Electronic Imaging, 26(6), 061605 (2017) 

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