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Mapping the ocular surface from monocular videos with an application to dry eye disease grading

Ikram Brahim , Mathieu Lamard , Anas-Alexis Benyoussef , Pierre-Henri Conze , Béatrice Cochener , et al.
MICCAI Workshop on Ophthalmic Medical Image Analysis (OMIA), Sep 2022, Singapore, Singapore
Communication dans un congrès hal-03737790v1

Automated Surgical Step Recognition in Normalized Cataract Surgery Videos

Katia Charriere , Gwénolé Quellec , Mathieu Lamard , Gouenou Coatrieux , Béatrice Cochener , et al.
EMBC 2014 : 36th annual international IEEE conference of the Engineering in Medecine and Biology Society, Aug 2014, Chicago, United States. pp.4647-4650
Communication dans un congrès hal-01069363v1

Detection of Diabetic Retinopathy Using Longitudinal Self-supervised Learning

Rachid Zeghlache , Pierre-Henri Conze , Mostafa El Habib Daho , Ramin Tadayoni , Pascal Massin , et al.
OMIA 2022: 9th International Workshop on Ophthalmic Medical Image Analysis Held in Conjunction with MICCAI 2022, Sep 2022, Singapore, Singapore. pp.43-52, ⟨10.1007/978-3-031-16525-2_5⟩
Communication dans un congrès hal-04504392v1

Quantitative gait analysis and prediction using artificial intelligence for patients with gait disorders

Nawel Ben Chaabane , Pierre-Henri Conze , Mathieu Lempereur , Gwenolé Quellec , Olivier Rémy-Néris , et al.
Scientific Reports, In press
Article dans une revue hal-04342442v1

Comprehensive Wavelet-Based Image Characterization for Content-Based Image Retrieval

Gwénolé Quellec , Mathieu Lamard , Béatrice Cochener , Christian Roux , Guy Cazuguel
CBMI 2012 : 10th International Workshop on Content-Based Multimedia Indexing, Jun 2012, Annecy, France. pp.1-6, ⟨10.1109/CBMI.2012.6269840⟩
Communication dans un congrès hal-00945410v1
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Adaptive non-separable wavelet transform via lifting and its application to Content-Based Image Retrieval

Gwénolé Quellec , Mathieu Lamard , Guy Cazuguel , Béatrice Cochener , Christian Roux
IEEE Transactions on Image Processing, 2010, 19 (1), pp.25-35. ⟨10.1109/TIP.2009.2030479⟩
Article dans une revue hal-00473899v1

A General Framework For Detecting Diabetic Retinopathy Lesions In Eye Fundus Images

Gwénolé Quellec , Mathieu Lamard , Béatrice Cochener , Christian Roux , Guy Cazuguel , et al.
2012 25th International Symposium on Computer-Based Medical Systems (CBMS), Jun 2012, Rome, Italy. pp.1-6
Communication dans un congrès hal-00881663v1
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Real-time recognition of surgical tasks in eye surgery videos.

Gwénolé Quellec , Katia Charrière , Mathieu Lamard , Zakarya Droueche , Christian Roux , et al.
Medical Image Analysis, 2014, 18 (3), pp.579-590. ⟨10.1016/j.media.2014.02.007⟩
Article dans une revue inserm-00967107v1
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Secure content based image retrieval in medical databases

Reda Bellafqira , Gouenou Coatrieux , Dalel Bouslimi , Gwénolé Quellec
Journées RITS 2015, Mar 2015, Dourdan, France. pp 114-115
Communication dans un congrès inserm-01154957v1

Motion-Based Video Retrieval with Application to Computer-Assisted Retinal Surgery

Mohammed Zakarya Droueche , Mathieu Lamard , Guy Cazuguel , Gwénolé Quellec , Christian Roux , et al.
EMBS 2012: 34th International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2012, San Diego, United States. pp.4962-4965, ⟨10.1109/EMBC.2012.6347106⟩
Communication dans un congrès hal-00783061v1

Studying Disagreements among Retinal Experts through Image Analysis

Gwénolé Quellec , Mathieu Lamard , Béatrice Cochener , Mohammed Zakarya Droueche , Bruno Lay , et al.
EMBC 2012: International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2012, San Diego, United States. ⟨10.1109/EMBC.2012.6347351⟩
Communication dans un congrès hal-00782745v1
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Retinopathy online challenge: automatic detection of microaneurysms in digital color fundus photographs

Meindert Niemeijer , Bram van Ginneken , Michael J. Cree , Atsushi Mizutani , Gwénolé Quellec , et al.
IEEE Transactions on Medical Imaging, 2010, 29 (1), pp.185-195. ⟨10.1109/TMI.2009.2033909⟩
Article dans une revue hal-00473901v1

Weakly supervised classification of medical images

Gwénolé Quellec , Mathieu Lamard , Guy Cazuguel , Michael D. Abràmoff , Béatrice Cochener , et al.
ISBI 2012: IEEE International Symposium on Biomedical Imaging, May 2012, Barcelone, Spain
Communication dans un congrès hal-00782750v1
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A Multiple-Instance Learning Framework for Diabetic Retinopathy Screening

Gwénolé Quellec , Mathieu Lamard , Michael D Abràmoff , Etienne Decencière , Bruno Lay , et al.
Medical Image Analysis, 2012, 16 (6), pp.1228-1240. ⟨10.1016/j.media.2012.06.003⟩
Article dans une revue hal-00786539v1

Fast wavelet-based image characterization for highly adaptive image retrieval

Gwénolé Quellec , Mathieu Lamard , Guy Cazuguel , Béatrice Cochener , Christian Roux
IEEE Transactions on Image Processing, 2012, 21 (4), pp.1613 - 1623
Article dans une revue hal-00945400v1

Procédé d'analyse sémantique d'un flux vidéo en cours d'acquisition, terminal, produit programme d'ordinateur et medium correspondant

Gwénolé Quellec , Mathieu Lamard , Guy Cazuguel
France, N° de brevet: WO2015062991. DI-TBN-12-003. 2015
Brevet hal-03770178v1

Detection of diabetic retinopathy using longitudinal self-supervised learning

Rachid Zeghlache , Pierre-Henri Conze , Mostafa El Habib Daho , Ramin Tadayoni , Pascale Massin , et al.
MICCAI Workshop on Ophthalmic Medical Image Analysis (OMIA), Sep 2022, Singapore, Singapore
Communication dans un congrès hal-03737495v1
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Automatic detection of multiple pathologies in fundus photographs using spin-off learning

Gwenolé Quellec , Mathieu Lamard , Pierre-Henri Conze , Pascale Massin , Béatrice Cochener
Medical Image Analysis, 2020, 61, ⟨10.1016/j.media.2020.101660⟩
Article dans une revue hal-02453320v1
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Medical case retrieval from a committee of decision trees

Gwénolé Quellec , Mathieu Lamard , Lynda Bekri , Guy Cazuguel , Christian Roux , et al.
IEEE Transactions on Information Technology in Biomedicine, 2010, 14 (5), pp.1227-1235
Article dans une revue hal-00515356v1
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Image change detection using paradoxical theory for patient follow-up quantitation and therapy assessment.

Simon David , Dimitris Visvikis , Gwenole Quellec , Catherine Cheze Le Rest , Philippe Fernandez , et al.
IEEE Transactions on Medical Imaging, 2012, 31 (9), pp.1743-53. ⟨10.1109/TMI.2012.2199511⟩
Article dans une revue inserm-00707261v1
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LMT: Longitudinal mixing training, a framework for the prediction of disease progression using a single image

Rachid Zeghlache , Pierre-Henri Conze , Mostafa El Habib Daho , Yihao Li , Hugo Le Boité , et al.
International Workshop on Machine Learning in Medical Imaging, Oct 2023, Vancouver, Canada
Communication dans un congrès hal-04183655v1

IDRiD: Diabetic Retinopathy – Segmentation and Grading Challenge

Prasanna Porwal , Samiksha Pachade , Manesh Kokare , Girish Deshmukh , Jaemin Son , et al.
Medical Image Analysis, 2020, 59, pp.101561. ⟨10.1016/j.media.2019.101561⟩
Article dans une revue hal-03527392v1
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Multimodal medical case retrieval using the Dezert-Smarandache theory.

Gwénolé Quellec , Mathieu Lamard , Guy Cazuguel , Christian Roux , Béatrice Cochener
Conference proceedings : .. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2008, 1, pp.394-7. ⟨10.1109/IEMBS.2008.4649173⟩
Article dans une revue inserm-00331184v1

Longitudinal detection of diabetic retinopathy early severity grade changes using deep learning

Yutong Yan , Pierre-Henri Conze , Gwenolé Quellec , Pascale Massin , Mathieu Lamard , et al.
OMIA 2021: 8th International Workshop on Ophthalmic Medical Image Analysis, Sep 2021, Strasbourg, France. ⟨10.1007/978-3-030-87000-3_2⟩
Communication dans un congrès hal-03300941v1
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Exudate detection in color retinal images for mass screening of diabetic retinopathy

Xiwei Zhang , Guillaume Thibault , Etienne Decencière , Beatriz Marcotegui , Bruno Laÿ , et al.
Medical Image Analysis, 2014, 18 (7), pp.1026 - 1043. ⟨10.1016/j.media.2014.05.004⟩
Article dans une revue hal-01082809v1

Robust supervoxel matching combining mid-level spectral and context-rich features

Florian Tilquin , Pierre-Henri Conze , Patrick Pessaux , Mathieu Lamard , Gwénolé Quellec , et al.
Patch-MI 2018 : International Workshop on Patch-based Techniques in Medical Imaging, Sep 2018, Grenade, Spain. pp.39 - 47, ⟨10.1007/978-3-030-00500-9_5⟩
Communication dans un congrès hal-02128575v1

Normalizing Videos of Anterior Eye Segment Surgeries

Gwénolé Quellec , Katia Charriere , Mathieu Lamard , Béatrice Cochener , Guy Cazuguel
EMBC 2014 : 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2014, Chicago, United States. ⟨10.1109/EMBC.2014.6943544⟩
Communication dans un congrès hal-01865174v1

Deep active learning for dual-view mammogram analysis

Yutong Yan , Pierre-Henri Conze , Mathieu Lamard , Heng Zhang , Gwenolé Quellec , et al.
International Workshop on Machine Learning in Medical Imaging, Sep 2021, Strasbourg, France
Communication dans un congrès hal-03319021v1
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Content Based Image Retrieval based on Wavelet Transform coefficients distribution.

Mathieu Lamard , Guy Cazuguel , Gwénolé Quellec , Lynda Bekri , Christian Roux , et al.
Conference proceedings : .. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2007, 1, pp.4532-5. ⟨10.1109/IEMBS.2007.4353347⟩
Article dans une revue inserm-00189859v1
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Wavelet optimization for content-based image retrieval in medical databases

Gwénolé Quellec , Mathieu Lamard , Guy Cazuguel , Béatrice Cochener , Christian Roux
Medical Image Analysis, 2010, 14 (2), pp.227-241. ⟨10.1016/j.media.2009.11.004⟩
Article dans une revue hal-00515295v1