Leveraging distillation in transductive learning for improved medical image segmentation.

Pierre-Henri Conze https://orcid.org/0000-0003-2214-3654

Hicham Messaoudi Ahror Belaid Douraied Ben Salem Pierre-Henri Conze Leveraging distillation in transductive learning for improved medical image segmentation. 108306 2026 111 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2025.108306 db/journals/bspc/bspc111.html#MessaoudiBSC26 streams/journals/bspc

Alireza Rezaei 0002 Sarah Matta Rachid Zeghlache Pierre-Henri Conze Capucine Lepicard Pierre Deman Laurent Borderie Deborah Cosette Sophie Bonnin Aude Couturier Béatrice Cochener Mathieu Lamard Mostafa El Habib Daho Gwenolé Quellec Automated multimodal severity assessment of diabetic retinopathy using ultra-widefield color fundus photography and clinical tabular data. 108673 2026 112 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2025.108673 db/journals/bspc/bspc112.html#RezaeiMZCLDBCBCCLDQ26 streams/journals/bspc

Yeganeh Madadi Hina Raja Koenraad A. Vermeer Hans G. Lemij Xiaoqin Huang Eunjin Kim Seunghoon Lee Gitaek Kwon Hyunwoo Kim Jaeyoung Kim Adrian Galdran Miguel Ángel González Ballester Dan Presil Kristhian Aguilar Victor Cavalcante Celso B. Carvalho Waldir Sabino da Silva Júnior Mateus Oliveira Hui Lin Charilaos Apostolidis Aggelos K. Katsaggelos Tomasz Kubrak Ángela Casado-García Jónathan Heras Marcos Ortega 0001 Lucía Ramos Philippe Zhang Yihao Li Jing Zhang Weili Jiang Pierre-Henri Conze Mathieu Lamard Gwenolé Quellec Mostafa El Habib Daho Madukuri Shaurya Anumeha Varma Monika Agrawal Siamak Yousefi JustRAIGS: Justified Referral in AI Glaucoma Screening Challenge. 320-335 2026 January 45 IEEE Trans. Medical Imaging 1 https://doi.org/10.1109/TMI.2025.3596874 db/journals/tmi/tmi45.html#MadadiRVLHKLKKKGBPACCJO26 streams/journals/tmi

Hicham Messaoudi Marwan Abbas Bogdan Badic Douraied Ben Salem Ahror Belaid Pierre-Henri Conze Automatic future remnant segmentation in liver resection planning. 837-845 2025 May 20 Int. J. Comput. Assist. Radiol. Surg. 5 https://doi.org/10.1007/s11548-025-03331-2 db/journals/cars/cars20.html#MessaoudiABSBC25 streams/journals/cars

Rachid Zeghlache Pierre-Henri Conze Mostafa El Habib Daho Yihao Li Alireza Rezaei 0002 Hugo Le Boité Ramin Tadayoni Pascale Massin Béatrice Cochener Ikram Brahim Gwenolé Quellec Mathieu Lamard L-MAE: Longitudinal masked auto-encoder with time and severity-aware encoding for diabetic retinopathy progression prediction. 109508 2025 185 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2024.109508 db/journals/cbm/cbm185.html#ZeghlacheCDLRBTMCBQL25 streams/journals/cbm

Marwan Abbas Bogdan Badic Gustavo Andrade-Miranda Vincent Bourbonne Vincent Jaouen Dimitris Visvikis Pierre-Henri Conze Exploring learning transferability in deep segmentation of colorectal cancer liver metastases. 111076 2025 198 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2025.111076 db/journals/cbm/cbm198.html#AbbasBABJVC25 streams/journals/cbm

Pierre Rougé Pierre-Henri Conze Nicolas Passat Odyssée Merveille Guidelines for cerebrovascular segmentation: Managing imperfect annotations in the context of semi-supervised learning. 102474 2025 119 Comput. Medical Imaging Graph. https://doi.org/10.1016/j.compmedimag.2024.102474 db/journals/cmig/cmig119.html#RougeCPM25 streams/journals/cmig

Sacha Dedeken Pierre-Henri Conze Vera Damerjian Pieters Olivier Gallinato Jérôme Faure Thierry Colin Dimitris Visvikis Trustworthy AI for stage IV non-small cell lung cancer: Automatic segmentation and uncertainty quantification. 102567 2025 123 Comput. Medical Imaging Graph. https://doi.org/10.1016/j.compmedimag.2025.102567 db/journals/cmig/cmig123.html#DedekenCPGFCV25 streams/journals/cmig

Nathan Decaux Pierre-Henri Conze Juliette Ropars Xinyan He Frances T. Sheehan Christelle Pons Douraied Ben Salem Sylvain Brochard François Rousseau 0002 LabelProp: A semi-automatic segmentation tool for 3D medical images. 6284 2025 May 10 J. Open Source Softw. 109 https://doi.org/10.21105/joss.06284 db/journals/jossw/jossw10.html#DecauxCRHSPSBR25 streams/journals/jossw

Guillaume Sallé Gustavo Andrade-Miranda Pierre-Henri Conze Nicolas Boussion Julien Bert Dimitris Visvikis Vincent Jaouen Cross-Modal Tumor Segmentation Using Generative Blending Augmentation and Self-Training. 370-380 2025 January 72 IEEE Trans. Biomed. Eng. 1 https://doi.org/10.1109/TBME.2024.3384014 db/journals/tbe/tbe72.html#SalleACBBVJ25 streams/journals/tbe

M. Abbas Gustavo Andrade-Miranda Vincent Bourbonne Vincent Jaouen J. Bert T. Aparicio Dimitris Visvikis Bogdan Badic Pierre-Henri Conze Advancing Treatment Response Assessment of Hepatic Metastases Using AI-Driven Volumetric Analysis. 1-4 2025 ISBI https://doi.org/10.1109/ISBI60581.2025.10981055 conf/isbi/2025 db/conf/isbi/isbi2025.html#AbbasABJBAVBC25 M. Abbas Gustavo Andrade-Miranda Vincent Jaouen Vincent Bourbonne J. Bert Dimitris Visvikis Bogdan Badic Pierre-Henri Conze Instance-Aware Deep Learning for Liver Metastasis Segmentation. 1-5 2025 ISBI https://doi.org/10.1109/ISBI60581.2025.10980698 conf/isbi/2025 db/conf/isbi/isbi2025.html#AbbasAJBBVBC25 Tugçe Toprak Ziya Ata Yazici Ilkay Öksüz Ilker Ozgur Koska Pervin Bulucu Naciye Sinem Gezer Ufuk Besenk A. Emre Kavur Pierre-Henri Conze Hazim Kemal Ekenel Oguz Dicle M. Alper Selver Veela Challenge - Vessel Extraction and Extrication for Liver Analysis. 1-6 2025 MLSP https://doi.org/10.1109/MLSP62443.2025.11204261 conf/mlsp/2025 db/conf/mlsp/mlsp2025.html#ToprakYOKBGBKCEDS25 streams/conf/mlsp

Rachid Zeghlache Ikram Brahim Pierre-Henri Conze Mathieu Lamard Mohammed El Amine Lazouni Elaouaber Zineb Aziza Leila Ryma Lazouni Christopher Nielsen Ahmad O. Ahsan Matthias Wilms Nils D. Forkert Lovre Antonio Budimir Ivana Zadro Matovinovic Donik Vrsnak Sven Loncaric Philippe Zhang Weili Jiang Yihao Li Yiding Hao Markus Frohmann Patrick Binder Marcel Huber Taha Emre Teresa Araújo Marzieh Oghbaie Hrvoje Bogunovic Amerens A. Bekkers Nina M. van Liebergen Hugo J. Kuijf Abdul Qayyum 0002 Moona Mazher Steven A. Niederer Alberto J. Beltrán-Carrero Juan J. Gómez-Valverde Javier Torresano-Rodríguez Álvaro Caballero-Sastre María J. Ledesma-Carbayo Yosuke Yamagishi Yi Ding Robin Peretzke Alexandra Ertl Maximilian Fischer Jessica Kächele Sofiane Zehar Karim Boukli Hacene Thomas Monfort Béatrice Cochener Mostafa El Habib Daho Anas-Alexis Benyoussef Gwenolé Quellec Deep Learning for Retinal Degeneration Assessment: A Comprehensive Analysis of the MARIO AMD Progression Challenge. 2025 June abs/2506.02976 CoRR https://doi.org/10.48550/arXiv.2506.02976 db/journals/corr/corr2506.html#abs-2506-02976 streams/journals/corr

Pierre-Henri Conze Contributions to medical image segmentation with artificial intelligence for decision support. (Contributions à la segmentation d'images médicales par intelligence artificielle pour l'aide à la décision). 2024 Université de Bretagne Occidentale, France https://tel.archives-ouvertes.fr/tel-04644157

Clément Hognon Pierre-Henri Conze Vincent Bourbonne Olivier Gallinato Thierry Colin Vincent Jaouen Dimitris Visvikis Contrastive image adaptation for acquisition shift reduction in medical imaging. 102747 2024 148 Artif. Intell. Medicine https://doi.org/10.1016/j.artmed.2023.102747 db/journals/artmed/artmed148.html#HognonCBGCJV24

Mostafa El Habib Daho Yihao Li Rachid Zeghlache Hugo Le Boité Pierre Deman Laurent Borderie Hugang Ren Niranchana Manivannan Capucine Lepicard Béatrice Cochener Aude Couturier Ramin Tadayoni Pierre-Henri Conze Mathieu Lamard Gwenolé Quellec DISCOVER: 2-D multiview summarization of Optical Coherence Tomography Angiography for automatic diabetic retinopathy diagnosis. 102803 2024 149 Artif. Intell. Medicine https://doi.org/10.1016/j.artmed.2024.102803 https://www.wikidata.org/entity/Q128542507 db/journals/artmed/artmed149.html#DahoLZBDBRMLCCTCLQ24

Yihao Li Mostafa El Habib Daho Pierre-Henri Conze Rachid Zeghlache Hugo Le Boité Ramin Tadayoni Béatrice Cochener Mathieu Lamard Gwenolé Quellec A review of deep learning-based information fusion techniques for multimodal medical image classification. 108635 2024 177 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2024.108635 db/journals/cbm/cbm177.html#LiDCZBTCLQ24

Pierre-Henri Conze Gustavo Andrade-Miranda Yannick Le Meur Emilie Cornec-Le Gall François Rousseau 0002 Dual-task kidney MR segmentation with transformers in autosomal-dominant polycystic kidney disease. 102349 2024 113 Comput. Medical Imaging Graph. https://doi.org/10.1016/j.compmedimag.2024.102349 https://www.wikidata.org/entity/Q128260689 db/journals/cmig/cmig113.html#ConzeAMGR24

Amine Sadikine Bogdan Badic Jean-Pierre Tasu Vincent Noblet Pascal Ballet Dimitris Visvikis Pierre-Henri Conze Improving abdominal image segmentation with overcomplete shape priors. 102356 2024 113 Comput. Medical Imaging Graph. https://doi.org/10.1016/j.compmedimag.2024.102356 https://www.wikidata.org/entity/Q128222681 db/journals/cmig/cmig113.html#SadikineBTNBVC24

Ahmed Bentaleb Christophe Sintes Pierre-Henri Conze François Rousseau 0002 Aziliz Guezou-Philippe Chafiaa Hamitouche Complex Residual Attention U-Net for Fast Ultrasound Imaging from a Single Plane-Wave Equivalent to Diverging Wave Imaging. 5111 2024 August 24 Sensors 16 https://doi.org/10.3390/s24165111 db/journals/sensors/sensors24.html#BentalebSCRGH24 streams/journals/sensors

M. Abbas Gustavo Andrade-Miranda Vincent Bourbonne Dimitris Visvikis Bogdan Badic Pierre-Henri Conze Learning Transferability in Deep Segmentation of Liver Metastases. 1-5 2024 ISBI https://doi.org/10.1109/ISBI56570.2024.10635479 conf/isbi/2024 db/conf/isbi/isbi2024.html#AbbasABVBC24 streams/conf/isbi Ronrick Da-Ano Olena Tankyevych Gustavo Andrade-Miranda Pierre-Henri Conze Catherine Cheze Le Rest Dimitris Visvikis Multi-Modal PET/CT Fusion for Automated PD-L1 Status Prediction in Lung Cancer. 1-5 2024 ISBI https://doi.org/10.1109/ISBI56570.2024.10635750 conf/isbi/2024 db/conf/isbi/isbi2024.html#DaAnoTACRV24 streams/conf/isbi Vincent Jaouen Pierre-Henri Conze Dimitris Visvikis One-Sided Unsupervised Medical Image Synthesis with Normalized Edge Consistency. 1-5 2024 ISBI https://doi.org/10.1109/ISBI56570.2024.10635150 conf/isbi/2024 db/conf/isbi/isbi2024.html#JaouenCV24 streams/conf/isbi Amine Sadikine Bogdan Badic Enzo Ferrante Vincent Noblet Pascal Ballet Dimitris Visvikis Pierre-Henri Conze Deep Vessel Segmentation with Joint Multi-Prior Encoding. 1-5 2024 ISBI https://doi.org/10.1109/ISBI56570.2024.10635835 conf/isbi/2024 db/conf/isbi/isbi2024.html#SadikineBFNBVC24 streams/conf/isbi Philippe Zhang Yihao Li Jing Zhang Weili Jiang Pierre-Henri Conze Mathieu Lamard Gwenolé Quellec Mostafa El Habib Daho Detection and Classification of Glaucoma in the Justraigs Challenge: Achievements in Binary and Multilabel Classification. 1-4 2024 ISBI https://doi.org/10.1109/ISBI56570.2024.10635113 conf/isbi/2024 db/conf/isbi/isbi2024.html#ZhangLZJCLQD24 streams/conf/isbi Philippe Zhang Pierre-Henri Conze Mathieu Lamard Béatrice Cochener Gwenolé Quellec Mostafa El Habib Daho Deep Learning-Based Detection of Referable Diabetic Retinopathy and Macular Edema Using Ultra-widefield Fundus Imaging. 88-100 2024 UWF4DR@MICCAI https://doi.org/10.1007/978-3-031-89388-9_9 conf/miccai/2024uwf4dr db/conf/miccai/uwf4dr2024.html#ZhangCLCQD24 streams/conf/miccai Rachid Zeghlache Pierre-Henri Conze Mostafa El Habib Daho Yihao Li Hugo Le Boité Ramin Tadayoni Pascale Massin Béatrice Cochener Alireza Rezaei 0002 Ikram Brahim Gwenolé Quellec Mathieu Lamard LaTiM: Longitudinal Representation Learning in Continuous-Time Models to Predict Disease Progression. 404-414 2024 MICCAI (5) https://doi.org/10.1007/978-3-031-72086-4_38 conf/miccai/2024-5 db/conf/miccai/miccai2024-5.html#ZeghlacheCDLBTMCRBQL24 streams/conf/miccai

Yihao Li Philippe Zhang Yubo Tan Jing Zhang Zhihan Wang Weili Jiang Pierre-Henri Conze Mathieu Lamard Gwenolé Quellec Mostafa El Habib Daho Automated Detection of Myopic Maculopathy in MMAC 2023: Achievements in Classification, Segmentation, and Spherical Equivalent Prediction. 2024 abs/2401.03615 CoRR https://doi.org/10.48550/arXiv.2401.03615 db/journals/corr/corr2401.html#abs-2401-03615

Mostafa El Habib Daho Yihao Li Rachid Zeghlache Hugo Le Boité Pierre Deman Laurent Borderie Hugang Ren Niranchana Manivannan Capucine Lepicard Béatrice Cochener Aude Couturier Ramin Tadayoni Pierre-Henri Conze Mathieu Lamard Gwenolé Quellec DISCOVER: 2-D Multiview Summarization of Optical Coherence Tomography Angiography for Automatic Diabetic Retinopathy Diagnosis. 2024 abs/2401.05137 CoRR https://doi.org/10.48550/arXiv.2401.05137 db/journals/corr/corr2401.html#abs-2401-05137

Rachid Zeghlache Pierre-Henri Conze Mostafa El Habib Daho Yihao Li Alireza Rezaei 0002 Hugo Le Boité Ramin Tadayoni Pascale Massin Béatrice Cochener Ikram Brahim Gwenolé Quellec Mathieu Lamard L-MAE: Longitudinal masked auto-encoder with time and severity-aware encoding for diabetic retinopathy progression prediction. 2024 abs/2403.16272 CoRR https://doi.org/10.48550/arXiv.2403.16272 db/journals/corr/corr2403.html#abs-2403-16272

Pierre Rougé Pierre-Henri Conze Nicolas Passat Odyssée Merveille Guidelines for Cerebrovascular Segmentation: Managing Imperfect Annotations in the context of Semi-Supervised Learning. 2024 abs/2404.01765 CoRR https://doi.org/10.48550/arXiv.2404.01765 db/journals/corr/corr2404.html#abs-2404-01765

Rachid Zeghlache Pierre-Henri Conze Mostafa El Habib Daho Yihao Li Hugo Le Boité Ramin Tadayoni Pascale Massin Béatrice Cochener Alireza Rezaei 0002 Ikram Brahim Gwenolé Quellec Mathieu Lamard LaTiM: Longitudinal representation learning in continuous-time models to predict disease progression. 2024 abs/2404.07091 CoRR https://doi.org/10.48550/arXiv.2404.07091 db/journals/corr/corr2404.html#abs-2404-07091

Yihao Li Mostafa El Habib Daho Pierre-Henri Conze Rachid Zeghlache Hugo Le Boité Ramin Tadayoni Béatrice Cochener Mathieu Lamard Gwenolé Quellec A review of deep learning-based information fusion techniques for multimodal medical image classification. 2024 abs/2404.15022 CoRR https://doi.org/10.48550/arXiv.2404.15022 db/journals/corr/corr2404.html#abs-2404-15022

Amine Sadikine Bogdan Badic Jean-Pierre Tasu Vincent Noblet Pascal Ballet Dimitris Visvikis Pierre-Henri Conze Scale-specific auxiliary multi-task contrastive learning for deep liver vessel segmentation. 2024 abs/2409.12333 CoRR https://doi.org/10.48550/arXiv.2409.12333 db/journals/corr/corr2409.html#abs-2409-12333 streams/journals/corr

Amine Sadikine Bogdan Badic Enzo Ferrante Vincent Noblet Pascal Ballet Dimitris Visvikis Pierre-Henri Conze Deep vessel segmentation with joint multi-prior encoding. 2024 abs/2409.12334 CoRR https://doi.org/10.48550/arXiv.2409.12334 db/journals/corr/corr2409.html#abs-2409-12334 streams/journals/corr

Philippe Zhang Pierre-Henri Conze Mathieu Lamard Gwenolé Quellec Mostafa El Habib Daho Deep Learning-Based Detection of Referable Diabetic Retinopathy and Macular Edema Using Ultra-Widefield Fundus Imaging. 2024 abs/2409.12854 CoRR https://doi.org/10.48550/arXiv.2409.12854 db/journals/corr/corr2409.html#abs-2409-12854 streams/journals/corr

Amine Sadikine Bogdan Badic Jean-Pierre Tasu Vincent Noblet Dimitris Visvikis Pierre-Henri Conze Semi-overcomplete convolutional auto-encoder embedding as shape priors for deep vessel segmentation. 2024 abs/2409.13001 CoRR https://doi.org/10.48550/arXiv.2409.13001 db/journals/corr/corr2409.html#abs-2409-13001 streams/journals/corr

Gustavo Andrade-Miranda Vincent Jaouen Olena Tankyevych Catherine Cheze Le Rest Dimitris Visvikis Pierre-Henri Conze Multi-modal medical Transformers: A meta-analysis for medical image segmentation in oncology. 102308 2023 December 110 Comput. Medical Imaging Graph. https://doi.org/10.1016/j.compmedimag.2023.102308 db/journals/cmig/cmig110.html#AndradeMirandaJTRVC23

Hicham Messaoudi Ahror Belaid Douraied Ben Salem Pierre-Henri Conze Cross-dimensional transfer learning in medical image segmentation with deep learning. 102868 2023 August 88 Medical Image Anal. https://doi.org/10.1016/j.media.2023.102868 db/journals/mia/mia88.html#MessaoudiBSC23

Nathan Decaux Pierre-Henri Conze Juliette Ropars Xinyan He Frances T. Sheehan Christelle Pons Douraied Ben Salem Sylvain Brochard François Rousseau 0002 Semi-automatic muscle segmentation in MR images using deep registration-based label propagation. 109529 2023 August 140 Pattern Recognit. https://doi.org/10.1016/j.patcog.2023.109529 db/journals/pr/pr140.html#DecauxCRHSPSBR23

Amine Sadikine Bogdan Badic Jean-Pierre Tasu Vincent Noblet Pascal Ballet Dimitris Visvikis Pierre-Henri Conze Scale-Specific Auxiliary Multi-Task Contrastive Learning for Deep Liver Vessel Segmentation. 1-5 2023 ISBI https://doi.org/10.1109/ISBI53787.2023.10230364 conf/isbi/2023 db/conf/isbi/isbi2023.html#SadikineBTNBVC23 Yihao Li Philippe Zhang Yubo Tan Jing Zhang Zhihan Wang Weili Jiang Pierre-Henri Conze Mathieu Lamard Gwenolé Quellec Mostafa El Habib Daho Automated Detection of Myopic Maculopathy in MMAC 2023: Achievements in Classification, Segmentation, and Spherical Equivalent Prediction. 1-17 2023 MMAC@MICCAI https://doi.org/10.1007/978-3-031-54857-4_1 conf/miccai/2023mmac db/conf/miccai/mmac2023.html#LiZTZWJCLQD23 Rachid Zeghlache Pierre-Henri Conze Mostafa El Habib Daho Yihao Li Hugo Le Boité Ramin Tadayoni Pascale Massin Béatrice Cochener Ikram Brahim Gwenolé Quellec Mathieu Lamard Longitudinal Self-supervised Learning Using Neural Ordinary Differential Equation. 1-13 2023 PRIME@MICCAI https://doi.org/10.1007/978-3-031-46005-0_1 conf/miccai/2023prime db/conf/miccai/prime2023.html#ZeghlacheCDLBTMCBQL23 Mostafa El Habib Daho Yihao Li Rachid Zeghlache Yapo Cedric Atse Hugo Le Boité Sophie Bonnin Deborah Cosette Pierre Deman Laurent Borderie Capucine Lepicard Ramin Tadayoni Béatrice Cochener Pierre-Henri Conze Mathieu Lamard Gwenolé Quellec Improved Automatic Diabetic Retinopathy Severity Classification Using Deep Multimodal Fusion of UWF-CFP and OCTA Images. 11-20 2023 OMIA@MICCAI https://doi.org/10.1007/978-3-031-44013-7_2 conf/miccai/2023omia db/conf/miccai/omia2023.html#DahoLZABBCDBLTCCLQ23 Rachid Zeghlache Pierre-Henri Conze Mostafa El Habib Daho Yihao Li Hugo Le Boité Ramin Tadayoni Pascale Massin Béatrice Cochener Ikram Brahim Gwenolé Quellec Mathieu Lamard LMT: Longitudinal Mixing Training, a Framework to Predict Disease Progression from a Single Image. 22-32 2023 MLMI@MICCAI (2) https://doi.org/10.1007/978-3-031-45676-3_3 conf/mlmi-ws/2023-2 db/conf/mlmi-ws/mlmi2023-2.html#ZeghlacheCDLBTMCBQL23

Guillaume Sallé Pierre-Henri Conze Julien Bert Nicolas Boussion Dimitris Visvikis Vincent Jaouen Cross-modal tumor segmentation using generative blending augmentation and self training. 2023 abs/2304.01705 CoRR https://doi.org/10.48550/arXiv.2304.01705 db/journals/corr/corr2304.html#abs-2304-01705

Hicham Messaoudi Ahror Belaid Douraied Ben Salem Pierre-Henri Conze Cross-dimensional transfer learning in medical image segmentation with deep learning. 2023 abs/2307.15872 CoRR https://doi.org/10.48550/arXiv.2307.15872 db/journals/corr/corr2307.html#abs-2307-15872

Mostafa El Habib Daho Yihao Li Rachid Zeghlache Yapo Cedric Atse Hugo Le Boité Sophie Bonnin Deborah Cosette Pierre Deman Laurent Borderie Capucine Lepicard Ramin Tadayoni Béatrice Cochener Pierre-Henri Conze Mathieu Lamard Gwenolé Quellec Improved Automatic Diabetic Retinopathy Severity Classification Using Deep Multimodal Fusion of UWF-CFP and OCTA Images. 2023 abs/2310.01912 CoRR https://doi.org/10.48550/arXiv.2310.01912 db/journals/corr/corr2310.html#abs-2310-01912

Rachid Zeghlache Pierre-Henri Conze Mostafa El Habib Daho Yihao Li Hugo Le Boité Ramin Tadayoni Pascale Massin Béatrice Cochener Ikram Brahim Gwenolé Quellec Mathieu Lamard LMT: Longitudinal Mixing Training, a Framework to Predict Disease Progression from a Single Image. 2023 abs/2310.10420 CoRR https://doi.org/10.48550/arXiv.2310.10420 db/journals/corr/corr2310.html#abs-2310-10420

Rachid Zeghlache Pierre-Henri Conze Mostafa El Habib Daho Yihao Li Hugo Le Boité Ramin Tadayoni Pascale Massin Béatrice Cochener Ikram Brahim Gwenolé Quellec Mathieu Lamard Longitudinal Self-supervised Learning Using Neural Ordinary Differential Equation. 2023 abs/2310.10431 CoRR https://doi.org/10.48550/arXiv.2310.10431 db/journals/corr/corr2310.html#abs-2310-10431

Arnaud Boutillon Bhushan Borotikar Valérie Burdin Pierre-Henri Conze Multi-structure bone segmentation in pediatric MR images with combined regularization from shape priors and adversarial network. 102364 2022 132 Artif. Intell. Medicine https://doi.org/10.1016/j.artmed.2022.102364 db/journals/artmed/artmed132.html#BoutillonBBC22

Asma Touil Karim Kalti Pierre-Henri Conze Basel Solaiman Mohamed Ali Mahjoub A New Collaborative Classification Process for Microcalcification Detection Based on Graphs and Knowledge Propagation. 1560-1575 2022 35 J. Digit. Imaging 6 https://doi.org/10.1007/s10278-022-00678-9 db/journals/jdi/jdi35.html#TouilKCSM22

Arnaud Boutillon Pierre-Henri Conze Christelle Pons Valérie Burdin Bhushan Borotikar Generalizable multi-task, multi-domain deep segmentation of sparse pediatric imaging datasets via multi-scale contrastive regularization and multi-joint anatomical priors. 102556 2022 81 Medical Image Anal. https://doi.org/10.1016/j.media.2022.102556 db/journals/mia/mia81.html#BoutillonCPBB22

Jun Ma 0016 Yao Zhang 0010 Song Gu Xingle An Zhihe Wang Cheng Ge Congcong Wang Fan Zhang Yu Wang Yinan Xu 0004 Shuiping Gou Franz Thaler Christian Payer Darko Stern Edward G. A. Henderson Dónal M. McSweeney Andrew Green 0001 Price Jackson Lachlan McIntosh Quoc-Cuong Nguyen Abdul Qayyum 0002 Pierre-Henri Conze Ziyan Huang Ziqi Zhou Deng-Ping Fan Huan Xiong Guoqiang Dong Qiongjie Zhu Jian He Xiaoping Yang 0001 Fast and Low-GPU-memory abdomen CT organ segmentation: The FLARE challenge. 102616 2022 82 Medical Image Anal. https://doi.org/10.1016/j.media.2022.102616 db/journals/mia/mia82.html#MaZGAWGWZWXGTPS22

Amine Sadikine Bogdan Badic Jean-Pierre Tasu Vincent Noblet Dimitris Visvikis Pierre-Henri Conze Semi-Overcomplete Convolutional Auto-Encoder Embedding as Shape Priors for Deep Vessel Segmentation. 586-590 2022 ICIP https://doi.org/10.1109/ICIP46576.2022.9897188 conf/icip/2022 db/conf/icip/icip2022.html#SadikineBTNVC22 Gustavo Andrade-Miranda Vincent Jaouen Vincent Bourbonne François Lucia Dimitris Visvikis Pierre-Henri Conze Pure Versus Hybrid Transformers For Multi-Modal Brain Tumor Segmentation: A Comparative Study. 1336-1340 2022 ICIP https://doi.org/10.1109/ICIP46576.2022.9897658 conf/icip/2022 db/conf/icip/icip2022.html#Andrade-Miranda22 Rachid Zeghlache Pierre-Henri Conze Mostafa El Habib Daho Ramin Tadayoni Pascale Massin Béatrice Cochener Gwenolé Quellec Mathieu Lamard Detection of Diabetic Retinopathy Using Longitudinal. 43-52 2022 OMIA@MICCAI https://doi.org/10.1007/978-3-031-16525-2_5 conf/miccai/2022omia db/conf/miccai/omia2022.html#ZeghlacheCDTMCQ22 Yihao Li Mostafa El Habib Daho Pierre-Henri Conze Hassan Al Hajj Sophie Bonnin Hugang Ren Niranchana Manivannan Stephanie Magazzeni Ramin Tadayoni Béatrice Cochener Mathieu Lamard Gwenolé Quellec Multimodal Information Fusion for Glaucoma and Diabetic Retinopathy Classification. 53-62 2022 OMIA@MICCAI https://doi.org/10.1007/978-3-031-16525-2_6 conf/miccai/2022omia db/conf/miccai/omia2022.html#LiDCHBRMMTCLQ22 Ikram Brahim Mathieu Lamard Anas-Alexis Benyoussef Pierre-Henri Conze Béatrice Cochener Divi Cornec Gwenolé Quellec Mapping the Ocular Surface from Monocular Videos with an Application to Dry Eye Disease Grading. 63-72 2022 OMIA@MICCAI https://doi.org/10.1007/978-3-031-16525-2_7 conf/miccai/2022omia db/conf/miccai/omia2022.html#BrahimLBCCCQ22 Yihao Li Rachid Zeghlache Ikram Brahim Hui Xu Yubo Tan Pierre-Henri Conze Mathieu Lamard Gwenolé Quellec Mostafa El Habib Daho Segmentation, Classification, and Quality Assessment of UW-OCTA Images for the Diagnosis of Diabetic Retinopathy. 146-160 2022 MIDOG/DRAC@MICCAI https://doi.org/10.1007/978-3-031-33658-4_14 conf/miccai/2022midog db/conf/miccai/midog2022.html#LiZBXTCLQD22 Mohammad Mohaiminul Islam Bogdan Badic Thomas Aparicio David Tougeron Jean-Pierre Tasu Dimitris Visvikis Pierre-Henri Conze Deep Treatment Response Assessment and Prediction of Colorectal Cancer Liver Metastases. 482-491 2022 MICCAI (3) https://doi.org/10.1007/978-3-031-16437-8_46 conf/miccai/2022-3 db/conf/miccai/miccai2022-3.html#IslamBATTVC22

Arnaud Boutillon Pierre-Henri Conze Christelle Pons Valérie Burdin Bhushan Borotikar Generalizable multi-task, multi-domain deep segmentation of sparse pediatric imaging datasets via multi-scale contrastive regularization and multi-joint anatomical priors. 2022 abs/2207.13502 CoRR https://doi.org/10.48550/arXiv.2207.13502 db/journals/corr/corr2207.html#abs-2207-13502

Ikram Brahim Mathieu Lamard Anas-Alexis Benyoussef Pierre-Henri Conze Béatrice Cochener Divi Cornec Gwenolé Quellec Mapping the ocular surface from monocular videos with an application to dry eye disease grading. 2022 abs/2209.00886 CoRR https://doi.org/10.48550/arXiv.2209.00886 db/journals/corr/corr2209.html#abs-2209-00886

Rachid Zeghlache Pierre-Henri Conze Mostafa El Habib Daho Ramin Tadayoni Pascale Massin Béatrice Cochener Gwenolé Quellec Mathieu Lamard Detection of diabetic retinopathy using longitudinal self-supervised learning. 2022 abs/2209.00915 CoRR https://doi.org/10.48550/arXiv.2209.00915 db/journals/corr/corr2209.html#abs-2209-00915

Yihao Li Mostafa El Habib Daho Pierre-Henri Conze Hassan Al Hajj Sophie Bonnin Hugang Ren Niranchana Manivannan Stephanie Magazzeni Ramin Tadayoni Béatrice Cochener Mathieu Lamard Gwenolé Quellec Multimodal Information Fusion for Glaucoma and DR Classification. 2022 abs/2209.00979 CoRR https://doi.org/10.48550/arXiv.2209.00979 db/journals/corr/corr2209.html#abs-2209-00979

Yihao Li Rachid Zeghlache Ikram Brahim Hui Xu Yubo Tan Pierre-Henri Conze Mathieu Lamard Gwenolé Quellec Mostafa El Habib Daho Segmentation, Classification, and Quality Assessment of UW-OCTA Images for the Diagnosis of Diabetic Retinopathy. 2022 abs/2211.11509 CoRR https://doi.org/10.48550/arXiv.2211.11509 db/journals/corr/corr2211.html#abs-2211-11509

Pierre-Henri Conze Ali Emre Kavur Emilie Cornec-Le Gall Naciye Sinem Gezer Yannick Le Meur M. Alper Selver François Rousseau 0002 Abdominal multi-organ segmentation with cascaded convolutional and adversarial deep networks. 102109 2021 117 Artif. Intell. Medicine https://doi.org/10.1016/j.artmed.2021.102109 db/journals/artmed/artmed117.html#ConzeKGGMSR21

Asma Touil Karim Kalti Pierre-Henri Conze Basel Solaiman Mohamed Ali Mahjoub A new conditional region growing approach for microcalcification delineation in mammograms. 1795-1814 2021 59 Medical Biol. Eng. Comput. 9 https://doi.org/10.1007/s11517-021-02379-x https://www.wikidata.org/entity/Q113324267 db/journals/mbec/mbec59.html#TouilKCSM21

A. Emre Kavur Naciye Sinem Gezer Mustafa Baris Sinem Aslan Pierre-Henri Conze Vladimir Groza Duc Duy Pham Soumick Chatterjee Philipp Ernst Savas Özkan Bora Baydar Dmitry A. Lachinov Shuo Han 0001 Josef Pauli Fabian Isensee Matthias Perkonigg Rachana Sathish Ronnie Rajan Debdoot Sheet Gurbandurdy Dovletov Oliver Speck Andreas Nürnberger Klaus H. Maier-Hein Gözde B. Akar Gözde B. Ünal Oguz Dicle M. Alper Selver CHAOS Challenge - combined (CT-MR) healthy abdominal organ segmentation. 101950 2021 69 Medical Image Anal. https://doi.org/10.1016/j.media.2020.101950 db/journals/mia/mia69.html#KavurGBACGPCEOB21

Yutong Yan Pierre-Henri Conze Mathieu Lamard Gwenolé Quellec Béatrice Cochener Gouenou Coatrieux Towards improved breast mass detection using dual-view mammogram matching. 102083 2021 71 Medical Image Anal. https://doi.org/10.1016/j.media.2021.102083 db/journals/mia/mia71.html#YanCLQCC21

Gwenolé Quellec Hassan Al Hajj Mathieu Lamard Pierre-Henri Conze Pascale Massin Béatrice Cochener ExplAIn: Explanatory artificial intelligence for diabetic retinopathy diagnosis. 102118 2021 72 Medical Image Anal. https://doi.org/10.1016/j.media.2021.102118 db/journals/mia/mia72.html#QuellecHLCMC21

Arnaud Boutillon Bhushan Borotikar Christelle Pons Valérie Burdin Pierre-Henri Conze Multi-Structure Deep Segmentation With Shape Priors And Latent Adversarial Regularization. 999-1002 2021 ISBI https://doi.org/10.1109/ISBI48211.2021.9434104 conf/isbi/2021 db/conf/isbi/isbi2021.html#BoutillonBPBC21 Yutong Yan Pierre-Henri Conze Gwenolé Quellec Mathieu Lamard Béatrice Cochener Gouenou Coatrieux Two-Stage Multi-Scale Mass Segmentation From Full Mammograms. 1628-1631 2021 ISBI https://doi.org/10.1109/ISBI48211.2021.9433946 conf/isbi/2021 db/conf/isbi/isbi2021.html#YanCQLCC21 Yutong Yan Pierre-Henri Conze Gwenolé Quellec Pascale Massin Mathieu Lamard Gouenou Coatrieux Béatrice Cochener Longitudinal Detection of Diabetic Retinopathy Early Severity Grade Changes Using Deep Learning. 11-20 2021 OMIA@MICCAI https://doi.org/10.1007/978-3-030-87000-3_2 conf/miccai/2021omia db/conf/miccai/omia2021.html#YanCQMLCC21 Yutong Yan Pierre-Henri Conze Mathieu Lamard Heng Zhang Gwenolé Quellec Béatrice Cochener Gouenou Coatrieux Deep Active Learning for Dual-View Mammogram Analysis. 180-189 2021 MLMI@MICCAI https://doi.org/10.1007/978-3-030-87589-3_19 conf/miccai/2021mlmi db/conf/miccai/mlmi2021.html#YanCLZQCC21 Arnaud Boutillon Pierre-Henri Conze Christelle Pons Valérie Burdin Bhushan Borotikar Multi-task, Multi-domain Deep Segmentation with Shared Representations and Contrastive Regularization for Sparse Pediatric Datasets. 239-249 2021 MICCAI (1) https://doi.org/10.1007/978-3-030-87193-2_23 conf/miccai/2021-1 db/conf/miccai/miccai2021-1.html#BoutillonCPBB21 Hassan Al Hajj Mathieu Lamard Pierre-Henri Conze Béatrice Cochener Gwenolé Quellec CATARACTS. 2021 April https://doi.org/10.21227/ac97-8m18 IEEE DataPort streams/repo/ieeedataport

Arnaud Boutillon Bhushan Borotikar Christelle Pons Valérie Burdin Pierre-Henri Conze Multi-Structure Deep Segmentation with Shape Priors and Latent Adversarial Regularization. 2021 abs/2101.10173 CoRR https://arxiv.org/abs/2101.10173 db/journals/corr/corr2101.html#abs-2101-10173

Arnaud Boutillon Pierre-Henri Conze Christelle Pons Valérie Burdin Bhushan Borotikar Multi-Task, Multi-Domain Deep Segmentation with Shared Representations and Contrastive Regularization for Sparse Pediatric Datasets. 2021 abs/2105.10310 CoRR https://arxiv.org/abs/2105.10310 db/journals/corr/corr2105.html#abs-2105-10310

Vincent Jaouen Pierre-Henri Conze Guillaume Dardenne Julien Bert Dimitris Visvikis Regularized directional representations for medical image registration. 2021 abs/2111.15509 CoRR https://arxiv.org/abs/2111.15509 db/journals/corr/corr2111.html#abs-2111-15509

Pierre-Henri Conze Sylvain Brochard Valérie Burdin Frances T. Sheehan Christelle Pons Healthy versus pathological learning transferability in shoulder muscle MRI segmentation using deep convolutional encoder-decoders. 101733 2020 83 Comput. Medical Imaging Graph. https://doi.org/10.1016/j.compmedimag.2020.101733 https://www.wikidata.org/entity/Q96160798 db/journals/cmig/cmig83.html#ConzeBBSP20

Kamal Souadih Ahror Belaid Douraied Ben Salem Pierre-Henri Conze Automatic forensic identification using 3D sphenoid sinus segmentation and deep characterization. 291-306 2020 58 Medical Biol. Eng. Comput. 2 https://doi.org/10.1007/s11517-019-02050-6 https://www.wikidata.org/entity/Q92064219 db/journals/mbec/mbec58.html#SouadihBSC20

Gwenolé Quellec Mathieu Lamard Pierre-Henri Conze Pascale Massin Béatrice Cochener Automatic detection of rare pathologies in fundus photographs using few-shot learning. 101660 2020 61 Medical Image Anal. https://doi.org/10.1016/j.media.2020.101660 https://www.wikidata.org/entity/Q89577000 db/journals/mia/mia61.html#QuellecLCMC20

Mahaman Sani Chaibou Pierre-Henri Conze Karim Kalti Mohamed Ali Mahjoub Basel Solaiman Learning contextual superpixel similarity for consistent image segmentation. 2601-2627 2020 79 Multim. Tools Appl. 3-4 https://doi.org/10.1007/s11042-019-08391-6 db/journals/mta/mta79.html#ChaibouCKMS20

Asma Touil Karim Kalti Pierre-Henri Conze Basel Solaiman Mohamed Ali Mahjoub Morphological-based microcalcification detection using adaptive thresholding and structural similarity indices. 1-6 2020 ATSIP https://doi.org/10.1109/ATSIP49331.2020.9231731 conf/atsip/2020 db/conf/atsip/atsip2020.html#TouilKCSM20 Asma Touil Karim Kalti Pierre-Henri Conze Basel Solaiman Mohamed Ali Mahjoub A new conditional region growing approach for an accurate detection of microcalcifications from mammographic images. 777-784 2020 BIBE https://doi.org/10.1109/BIBE50027.2020.00132 conf/bibe/2020 db/conf/bibe/bibe2020.html#TouilKCSM20 Hicham Messaoudi Ahror Belaid Mohamed Lamine Allaoui Ahcene Zetout Mohand Saïd Allili Souhil Tliba Douraied Ben Salem Pierre-Henri Conze Efficient Embedding Network for 3D Brain Tumor Segmentation. 252-262 2020 BrainLes@MICCAI (1) https://doi.org/10.1007/978-3-030-72084-1_23 conf/brainles-ws/2020-1 db/conf/brainles-ws/brainles-ws2020-1.html#MessaoudiBAZATS20 Arnaud Boutillon Bhushan Borotikar Valérie Burdin Pierre-Henri Conze Combining Shape Priors with Conditional Adversarial Networks for Improved Scapula Segmentation in Mr Images. 1164-1167 2020 ISBI https://doi.org/10.1109/ISBI45749.2020.9098360 conf/isbi/2020 db/conf/isbi/isbi2020.html#BoutillonBBC20 Yutong Yan Pierre-Henri Conze Mathieu Lamard Gwenolé Quellec Béatrice Cochener Gouenou Coatrieux Multi-tasking Siamese Networks for Breast Mass Detection Using Dual-View Mammogram Matching. 312-321 2020 MLMI@MICCAI https://doi.org/10.1007/978-3-030-59861-7_32 conf/miccai/2020mlmi db/conf/miccai/mlmi2020.html#YanCLQCC20

A. Emre Kavur Naciye Sinem Gezer Mustafa Baris Pierre-Henri Conze Vladimir Groza Duc Duy Pham Soumick Chatterjee Philipp Ernst Savas Özkan Bora Baydar Dmitry A. Lachinov Shuo Han 0001 Josef Pauli Fabian Isensee Matthias Perkonigg Rachana Sathish Ronnie Rajan Sinem Aslan Debdoot Sheet Gurbandurdy Dovletov Oliver Speck Andreas Nürnberger Klaus H. Maier-Hein Gözde B. Akar Gözde B. Ünal Oguz Dicle M. Alper Selver CHAOS Challenge - Combined (CT-MR) Healthy Abdominal Organ Segmentation. 2020 abs/2001.06535 CoRR https://arxiv.org/abs/2001.06535 db/journals/corr/corr2001.html#abs-2001-06535

Pierre-Henri Conze Ali Emre Kavur Emilie Cornec-Le Gall Naciye Sinem Gezer Yannick Le Meur M. Alper Selver François Rousseau 0002 Abdominal multi-organ segmentation with cascaded convolutional and adversarial deep networks. 2020 abs/2001.09521 CoRR https://arxiv.org/abs/2001.09521 db/journals/corr/corr2001.html#abs-2001-09521

Yutong Yan Pierre-Henri Conze Gwenolé Quellec Mathieu Lamard Béatrice Cochener Gouenou Coatrieux Two-stage breast mass detection and segmentation system towards automated high-resolution full mammogram analysis. 2020 abs/2002.12079 CoRR https://arxiv.org/abs/2002.12079 db/journals/corr/corr2002.html#abs-2002-12079

Gwenolé Quellec Hassan Al Hajj Mathieu Lamard Pierre-Henri Conze Pascale Massin Béatrice Cochener ExplAIn: Explanatory Artificial Intelligence for Diabetic Retinopathy Diagnosis. 2020 abs/2008.05731 CoRR https://arxiv.org/abs/2008.05731 db/journals/corr/corr2008.html#abs-2008-05731

Arnaud Boutillon Bhushan Borotikar Valérie Burdin Pierre-Henri Conze Multi-structure bone segmentation in pediatric MR images with combined regularization from shape priors and adversarial network. 2020 abs/2009.07092 CoRR https://arxiv.org/abs/2009.07092 db/journals/corr/corr2009.html#abs-2009-07092

Hicham Messaoudi Ahror Belaid Mohamed Lamine Allaoui Ahcene Zetout Mohand Saïd Allili Souhil Tliba Douraied Ben Salem Pierre-Henri Conze Efficient embedding network for 3D brain tumor segmentation. 2020 abs/2011.11052 CoRR https://arxiv.org/abs/2011.11052 db/journals/corr/corr2011.html#abs-2011-11052

Pierre-Henri Conze Florian Tilquin Mathieu Lamard Fabrice Heitz Gwenolé Quellec Unsupervised learning-based long-term superpixel tracking. 289-301 2019 89 Image Vis. Comput. https://doi.org/10.1016/j.imavis.2019.06.011 db/journals/ivc/ivc89.html#ConzeTLHQ19

Hassan Al Hajj Mathieu Lamard Pierre-Henri Conze Soumali Roychowdhury Xiaowei Hu 0001 Gabija Marsalkaite Odysseas Zisimopoulos Muneer Ahmad Dedmari Fenqiang Zhao Jonas Prellberg Manish Sahu Adrian Galdran Teresa Araújo Duc My Vo Chandan Panda Navdeep Dahiya Satoshi Kondo Zhengbing Bian Gwenolé Quellec CATARACTS: Challenge on automatic tool annotation for cataRACT surgery. 24-41 2019 52 Medical Image Anal. https://doi.org/10.1016/j.media.2018.11.008 https://www.wikidata.org/entity/Q64120832 db/journals/mia/mia52.html#HajjLCRHMZDZPSG19

Yutong Yan Pierre-Henri Conze Etienne Decencière Mathieu Lamard Gwenolé Quellec Béatrice Cochener Gouenou Coatrieux Cascaded multi-scale convolutional encoder-decoders for breast mass segmentation in high-resolution mammograms. 6738-6741 2019 EMBC https://doi.org/10.1109/EMBC.2019.8857167 https://www.wikidata.org/entity/Q92701268 conf/embc/2019 db/conf/embc/embc2019.html#YanCDLQCC19 Pierre-Henri Conze Christelle Pons Valérie Burdin Frances T. Sheehan Sylvain Brochard Deep convolutional encoder-decoders for deltoid segmentation using healthy versus pathological learning transferability. 36-39 2019 ISBI https://doi.org/10.1109/ISBI.2019.8759378 conf/isbi/2019 db/conf/isbi/isbi2019.html#ConzePBSB19

Pierre-Henri Conze Sylvain Brochard Valérie Burdin Frances T. Sheehan Christelle Pons Healthy versus pathological learning transferability in shoulder muscle MRI segmentation using deep convolutional encoder-decoders. 2019 abs/1901.01620 CoRR http://arxiv.org/abs/1901.01620 db/journals/corr/corr1901.html#abs-1901-01620

Pierre-Henri Conze Florian Tilquin Mathieu Lamard Fabrice Heitz Gwenolé Quellec Unsupervised learning-based long-term superpixel tracking. 2019 abs/1902.09596 CoRR http://arxiv.org/abs/1902.09596 db/journals/corr/corr1902.html#abs-1902-09596

Gwenolé Quellec Mathieu Lamard Pierre-Henri Conze Pascale Massin Béatrice Cochener Automatic detection of multiple pathologies in fundus photographs using spin-off learning. 2019 abs/1907.09449 CoRR http://arxiv.org/abs/1907.09449 db/journals/corr/corr1907.html#abs-1907-09449

Arnaud Boutillon Bhushan Borotikar Valérie Burdin Pierre-Henri Conze Combining Shape Priors with Conditional Adversarial Networks for Improved Scapula Segmentation in MR images. 2019 abs/1910.08963 CoRR http://arxiv.org/abs/1910.08963 db/journals/corr/corr1910.html#abs-1910-08963

Hassan Al Hajj Mathieu Lamard Pierre-Henri Conze Béatrice Cochener Gwenolé Quellec Monitoring tool usage in surgery videos using boosted convolutional and recurrent neural networks. 203-218 2018 47 Medical Image Anal. https://doi.org/10.1016/j.media.2018.05.001 https://www.wikidata.org/entity/Q57178654 db/journals/mia/mia47.html#HajjLCCQ18

Pierre-Henri Conze Florian Tilquin Mathieu Lamard Fabrice Heitz Gwenolé Quellec Long-term superpixel tracking using unsupervised learning and multi-step integration. 1-6 2018 ATSIP https://doi.org/10.1109/ATSIP.2018.8364453 conf/atsip/2018 db/conf/atsip/atsip2018.html#ConzeTLHQ18 A. Guerre Mathieu Lamard Pierre-Henri Conze Béatrice Cochener Gwenolé Quellec Optical flow estimation in ocular endoscopy videos using flownet on simulated endoscopy data. 1463-1466 2018 ISBI https://doi.org/10.1109/ISBI.2018.8363848 conf/isbi/2018 db/conf/isbi/isbi2018.html#GuerreLCCQ18 Florian Tilquin Pierre-Henri Conze Patrick Pessaux Mathieu Lamard Gwenolé Quellec Vincent Noblet Fabrice Heitz Robust Supervoxel Matching Combining Mid-Level Spectral and Context-Rich Features. 39-47 2018 Patch-MI@MICCAI https://doi.org/10.1007/978-3-030-00500-9_5 conf/miccai/2018patchmi db/conf/miccai/patchmi2018.html#TilquinCPLQNH18

Mahaman Sani Chaibou Pierre-Henri Conze Karim Kalti Basel Solaiman Mohamed Ali Mahjoub Adaptive strategy for superpixel-based region-growing image segmentation. 2018 abs/1803.06541 CoRR http://arxiv.org/abs/1803.06541 db/journals/corr/corr1803.html#abs-1803-06541

Pierre-Henri Conze Vincent Noblet François Rousseau 0002 Fabrice Heitz Vito de Blasi Riccardo Memeo Patrick Pessaux Scale-adaptive supervoxel-based random forests for liver tumor segmentation in dynamic contrast-enhanced CT scans. 223-233 2017 12 Int. J. Comput. Assist. Radiol. Surg. 2 https://doi.org/10.1007/s11548-016-1493-1 https://www.wikidata.org/entity/Q39257893 db/journals/cars/cars12.html#ConzeN0HBMP17

Mahaman Sani Chaibou Pierre-Henri Conze Karim Kalti Basel Solaiman Mohamed Ali Mahjoub Adaptive strategy for superpixel-based region-growing image segmentation. 61605 2017 26 J. Electronic Imaging 6 https://doi.org/10.1117/1.JEI.26.6.061605 db/journals/jei/jei26.html#ChaibouCKSM17

Pierre-Henri Conze Florian Tilquin Vincent Noblet François Rousseau 0002 Fabrice Heitz Patrick Pessaux Hierarchical multi-scale supervoxel matching using random forests for automatic semi-dense abdominal image registration. 490-493 2017 ISBI https://doi.org/10.1109/ISBI.2017.7950567 conf/isbi/2017 db/conf/isbi/isbi2017.html#ConzeTNRHP17

Hassan Al Hajj Mathieu Lamard Pierre-Henri Conze Béatrice Cochener Gwenolé Quellec Monitoring tool usage in cataract surgery videos using boosted convolutional and recurrent neural networks. 2017 abs/1710.01559 CoRR http://arxiv.org/abs/1710.01559 db/journals/corr/corr1710.html#abs-1710-01559

Pierre-Henri Conze Philippe Robert Tomás Crivelli Luce Morin Multi-reference combinatorial strategy towards longer long-term dense motion estimation. 66-80 2016 150 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2016.04.013 db/journals/cviu/cviu150.html#ConzeRCM16

Pierre-Henri Conze Vincent Noblet François Rousseau 0002 Fabrice Heitz Riccardo Memeo Patrick Pessaux Random forests on hierarchical multi-scale supervoxels for liver tumor segmentation in dynamic contrast-enhanced CT scans. 416-419 2016 ISBI https://doi.org/10.1109/ISBI.2016.7493296 conf/isbi/2016 db/conf/isbi/isbi2016.html#ConzeNRHMP16

Tomás Crivelli Matthieu Fradet Pierre-Henri Conze Philippe Robert Patrick Pérez Robust Optical Flow Integration. 484-498 2015 24 IEEE Trans. Image Process. 1 https://doi.org/10.1109/TIP.2014.2336547 https://www.wikidata.org/entity/Q46090545 db/journals/tip/tip24.html#CrivelliFCRP15

Pierre-Henri Conze François Rousseau 0002 Vincent Noblet Fabrice Heitz Riccardo Memeo Patrick Pessaux Semi-automatic Liver Tumor Segmentation in Dynamic Contrast-Enhanced CT Scans Using Random Forests and Supervoxels. 212-219 2015 MLMI https://doi.org/10.1007/978-3-319-24888-2_26 conf/miccai/2015mlmi db/conf/miccai/mlmi2015.html#ConzeRNHMP15 Pierre-Henri Conze Long-term dense motion estimation and view synthesis quality assessment with application to joint stereo and motion processing. (Estimation de mouvement dense long-terme et évaluation de qualité de la synthèse de vues. Application à la coopération stéréo-mouvement). 2014 INSA de Rennes, France https://tel.archives-ouvertes.fr/tel-00992940 Pierre-Henri Conze Philippe Robert Tomás Crivelli Luce Morin Dense Long-term Motion Estimation via Statistical Multi-step Flow. 545-554 2014 VISAPP (3) https://doi.org/10.5220/0004683005450554 conf/visapp/2014-3 db/conf/visapp/visapp2014-3.html#ConzeRCM14 Pierre-Henri Conze Tomás Crivelli Philippe Robert Luce Morin Dense motion estimation between distant frames: Combinatorial multi-step integration and statistical selection. 3860-3864 2013 ICIP https://doi.org/10.1109/ICIP.2013.6738795 conf/icip/2013 db/conf/icip/icip2013.html#ConzeCRM13 Tomás Crivelli Pierre-Henri Conze Philippe Robert Matthieu Fradet Patrick Pérez Multi-step flow fusion: towards accurate and dense correspondences in long video shots. 1-12 2012 BMVC https://doi.org/10.5244/C.26.107 conf/bmvc/2012 db/conf/bmvc/bmvc2012.html#CrivelliCRFP12 Pierre-Henri Conze Philippe Robert Luce Morin Objective view synthesis quality assessment. 82881M 2012 SD&A https://doi.org/10.1117/12.908762 conf/ei-sda/2012 db/conf/ei-sda/ei-sda2012.html#ConzeRM12 Philippe Robert Cédric Thébault Pierre-Henri Conze Disparity-compensated view synthesis for S3D content correction. 82882F 2012 SD&A https://doi.org/10.1117/12.908831 conf/ei-sda/2012 db/conf/ei-sda/ei-sda2012.html#RobertTC12 Tomás Crivelli Pierre-Henri Conze Philippe Robert Patrick Pérez From optical flow to dense long term correspondences. 61-64 2012 ICIP https://doi.org/10.1109/ICIP.2012.6466795 conf/icip/2012 db/conf/icip/icip2012.html#CrivelliCRP12 M. Abbas Marwan Abbas Monika Agrawal Kristhian Aguilar Ahmad O. Ahsan Gozde Bozdagi AkarGözde B. Akar Mohamed Lamine Allaoui Mohand Saïd Allili Xingle An Gustavo Andrade-Miranda T. Aparicio Thomas Aparicio Charilaos Apostolidis Teresa AraujoTeresa Araújo Sinem Aslan Yapo Cedric Atse Elaouaber Zineb Aziza Bogdan Badic Miguel Ángel González Ballester Pascal Ballet Mustafa Baris Bora Baydar Amerens A. Bekkers Ahror Belaid Alberto J. Beltrán-Carrero Ahmed Bentaleb Anas-Alexis Benyoussef J. Bert Julien Bert Ufuk Besenk Zhengbing Bian Patrick Binder Vito de Blasi Hrvoje Bogunovic Hugo Le Boité Sophie Bonnin Laurent Borderie Bhushan Borotikar Vincent Bourbonne Nicolas Boussion Arnaud Boutillon Ikram Brahim Sylvain Brochard Lovre Antonio Budimir Pervin Bulucu Valérie Burdin Álvaro Caballero-Sastre Celso B. Carvalho Ángela CasadoÁngela Casado-García Victor F. CavalcanteVictor Cavalcante Mahaman Sani Chaibou Soumick Chatterjee Gouenou Coatrieux Béatrice Cochener Thierry Colin Divi Cornec Deborah Cosette Aude Couturier Tomás Crivelli Ronrick Da-Ano Navdeep Dahiya Mostafa El Habib Daho Guillaume Dardenne Nathan Decaux Etienne Decencière Sacha Dedeken Muneer Ahmad Dedmari Pierre Deman Oguz Dicle Yi Ding Guoqiang Dong Gurbandurdy Dovletov Hazim Kemal Ekenel Taha Emre Philipp Ernst Alexandra Ertl Deng-Ping Fan Jérôme Faure Enzo Ferrante Maximilian Fischer Nils Daniel ForkertNils D. Forkert Matthieu Fradet Markus Frohmann Adrian Galdran Emilie Cornec-Le Gall Olivier Gallinato Cheng Ge Naciye Sinem Gezer Juan J. Gómez-Valverde Shuiping Gou Andrew Green 0001 Vladimir Groza Song Gu A. Guerre Aziliz Guezou-Philippe Karim Boukli Hacene Hassan Al Hajj Chafiaa Hamitouche Shuo Han 0001 Yiding Hao Jian He Xinyan He Fabrice Heitz Edward G. A. Henderson Jónathan Heras Clément Hognon Xiaowei Hu 0001 Xiaoqin Huang Ziyan Huang Marcel Huber Fabian Isensee Mohammad Mohaiminul Islam Price Jackson Vincent Jaouen Weili Jiang Waldir S. S. JúniorWaldir Sabino da Silva Júnior Jessica Kächele Karim Kalti Aggelos K. Katsaggelos A. Emre KavurAli Emre Kavur Eunjin Kim Hyunwoo Kim Jaeyoung Kim Satoshi Kondo Ilker Ozgur Koska Tomasz Kubrak Hugo J. Kuijf Gitaek Kwon Dmitry A. Lachinov Mathieu Lamard Leila Ryma Lazouni Mohammed El Amine Lazouni María J. Ledesma-Carbayo Seunghoon Lee Hans G. Lemij Capucine Lepicard Yihao Li Nina M. van Liebergen Hui Lin Sven Loncaric François Lucia Jun Ma 0016 Yeganeh Madadi Stephanie Magazzeni Mohamed Ali Mahjoub Klaus H. Maier-Hein Niranchana Manivannan Gabija Marsalkaite Pascale Massin Ivana Zadro Matovinovic Sarah Matta Moona Mazher Lachlan McIntosh Dónal M. McSweeney Riccardo Memeo Odyssée Merveille Hicham Messaoudi Yannick Le Meur Thomas Monfort Luce Morin Quoc-Cuong Nguyen Steven A. Niederer Christopher Nielsen Vincent Noblet Andreas Nürnberger Marzieh Oghbaie Ilkay Öksüz Mateus Oliveira Marcos Ortega 0001 Savas Özkan Chandan Panda Nicolas Passat Josef Pauli Christian Payer Robin Peretzke Patrick Pérez Matthias Perkonigg Patrick Pessaux Duc Duy Pham Vera Damerjian Pieters Christelle Pons Jonas Prellberg Dan Presil Abdul Qayyum 0002 Gwenolé Quellec Hina Raja Ronnie Rajan Lucía Ramos Hugang Ren Catherine Cheze Le Rest Alireza Rezaei 0002 Philippe Robert Juliette Ropars Pierre Rougé François Rousseau 0002 Soumali Roychowdhury Amine Sadikine Manish Sahu Douraied Ben Salem Guillaume Sallé Rachana Sathish M. Alper Selver Madukuri Shaurya Frances T. Sheehan Debdoot Sheet Christophe Sintes Bassel SolaimanBasel Solaiman Kamal Souadih Oliver Speck Darko Stern Ramin Tadayoni Yubo Tan Olena Tankyevych Jean-Pierre Tasu Franz Thaler Cédric Thébault Florian Tilquin Souhil Tliba Tugçe Toprak Javier Torresano-Rodríguez David Tougeron Asma Touil Gozde UnalGözde B. Ünal Anumeha Varma Koen A. VermeerKoenraad A. Vermeer Dimitris Visvikis Duc My Vo Donik Vrsnak Congcong Wang Yu Wang Zhihan Wang Zhihe Wang Matthias Wilms Huan Xiong Hui Xu Yinan Xu 0004 Yosuke Yamagishi Yutong Yan Xiaoping Yang 0001 Ziya Ata Yazici Siamak Yousefi Rachid Zeghlache Sofiane Zehar Ahcene Zetout Fan Zhang Heng Zhang Jing Zhang Philippe Zhang Yao Zhang 0010 Fenqiang Zhao Ziqi Zhou Qiongjie Zhu Odysseas Zisimopoulos