Gwenolé Quellec

According to our database, Gwenolé Quellec authored at least 90 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

L-MAE: Longitudinal masked auto-encoder with time and severity-aware encoding for diabetic retinopathy progression prediction.

Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Yihao Li, Alireza Rezaei, Hugo Le Boité, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Ikram Brahim, Gwenolé Quellec, Mathieu Lamard

CoRR, 2024

Generalizing deep learning models for medical image classification.

Sarah Matta, Mathieu Lamard, Philippe Zhang, Alexandre Le Guilcher, Laurent Borderie, Béatrice Cochener, Gwenolé Quellec

CoRR, 2024

DISCOVER: 2-D Multiview Summarization of Optical Coherence Tomography Angiography for Automatic Diabetic Retinopathy Diagnosis.

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

CoRR, 2024

2023

LMT: Longitudinal Mixing Training, a Framework to Predict Disease Progression from a Single Image.

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

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

Longitudinal Self-supervised Learning Using Neural Ordinary Differential Equation.

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

Proceedings of the Predictive Intelligence in Medicine - 6th International Workshop, 2023

Automated Detection of Myopic Maculopathy in MMAC 2023: Achievements in Classification, Segmentation, and Spherical Equivalent Prediction.

Yihao Li, Philippe Zhang, Yubo Tan, Jing Zhang, Zhihan Wang, Weili Jiang, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho

Proceedings of the Myopic Maculopathy Analysis, 2023

Improved Automatic Diabetic Retinopathy Severity Classification Using Deep Multimodal Fusion of UWF-CFP and OCTA Images.

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

Proceedings of the Ophthalmic Medical Image Analysis - 10th International Workshop, 2023

Federated Learning for Diabetic Retinopathy Detection in a Multi-center Fundus Screening Network.

Sarah Matta, Mariem Ben Hassine, Clément Lecat, Laurent Borderie, Alexandre Le Guilcher, Pascale Massin, Béatrice Cochener, Mathieu Lamard, Gwenolé Quellec

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

ADAM Challenge: Detecting Age-Related Macular Degeneration From Fundus Images.

Huihui Fang, Fei Li, Huazhu Fu, Xu Sun, Xingxing Cao, Fengbin Lin, Jaemin Son, Sunho Kim, Gwenolé Quellec, Sarah Matta, Sharath M. Shankaranarayana, Yi-Ting Chen, Chuen-heng Wang, Nisarg A. Shah, Chia-Yen Lee, Chih-Chung Hsu, Hai Xie, Baiying Lei, Ujjwal Baid, Shubham Innani, Kang Dang, Wenxiu Shi, Ravi Kamble, Nitin Singhal, Ching-Wei Wang, Shih-Chang Lo, José Ignacio Orlando, Hrvoje Bogunovic, Xiulan Zhang, Yanwu Xu

IEEE Trans. Medical Imaging, 2022

Multimodal Information Fusion for Glaucoma and DR Classification.

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

CoRR, 2022

Detection of diabetic retinopathy using longitudinal self-supervised learning.

Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Gwenolé Quellec, Mathieu Lamard

CoRR, 2022

White-box Membership Attack Against Machine Learning Based Retinopathy Classification.

Mounia Hamidouche, Reda Bellafqira, Gwenolé Quellec, Gouenou Coatrieux

CoRR, 2022

ADAM Challenge: Detecting Age-related Macular Degeneration from Fundus Images.

Huihui Fang, Fei Li, Huazhu Fu, Xu Sun, Xingxing Cao, Fengbin Lin, Jaemin Son, Sunho Kim, Gwenolé Quellec, Sarah Matta, Sharath M. Shankaranarayana, Yi-Ting Chen, Chuen-heng Wang, Nisarg A. Shah, Chia-Yen Lee, Chih-Chung Hsu, Hai Xie, Baiying Lei, Ujjwal Baid, Shubham Innani, Kang Dang, Wenxiu Shi, Ravi Kamble, Nitin Singhal, José Ignacio Orlando, Hrvoje Bogunovic, Xiulan Zhang, Yanwu Xu

CoRR, 2022

Detection of Diabetic Retinopathy Using Longitudinal.

Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Gwenolé Quellec, Mathieu Lamard

Proceedings of the Ophthalmic Medical Image Analysis - 9th International Workshop, 2022

Joint nnU-Net and Radiomics Approaches for Segmentation and Prognosis of Head and Neck Cancers with PET/CT Images.

Hui Xu, Yihao Li, Wei Zhao, Gwenolé Quellec, Lijun Lu, Mathieu Hatt

Proceedings of the Head and Neck Tumor Segmentation and Outcome Prediction, 2022

Segmentation, Classification, and Quality Assessment of UW-OCTA Images for the Diagnosis of Diabetic Retinopathy.

Yihao Li, Rachid Zeghlache, Ikram Brahim, Hui Xu, Yubo Tan, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho

Proceedings of the Mitosis Domain Generalization and Diabetic Retinopathy Analysis, 2022

Multimodal Information Fusion for Glaucoma and Diabetic Retinopathy Classification.

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

Proceedings of the Ophthalmic Medical Image Analysis - 9th International Workshop, 2022

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, Divi Cornec, Gwenolé Quellec

Proceedings of the Ophthalmic Medical Image Analysis - 9th International Workshop, 2022

2021

Retinal Fundus Multi-disease Image Dataset (RFMiD).

Samiksha Pachade, Prasanna Porwal, Dhanshree Thulkar, Manesh Kokare, Girish Deshmukh, Vivek Sahasrabuddhe, Luca Giancardo, Gwenolé Quellec, Fabrice Mériaudeau

Dataset, June, 2021

CATARACTS.

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

Dataset, April, 2021

Towards improved breast mass detection using dual-view mammogram matching.

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

Medical Image Anal., 2021

ExplAIn: Explanatory artificial intelligence for diabetic retinopathy diagnosis.

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

Medical Image Anal., 2021

CaDIS: Cataract dataset for surgical RGB-image segmentation.

Maria Grammatikopoulou, Evangello Flouty, Abdolrahim Kadkhodamohammadi, Gwenolé Quellec, Andre Chow, Jean Nehme, Imanol Luengo, Danail Stoyanov

Medical Image Anal., 2021

Retinal Fundus Multi-Disease Image Dataset (RFMiD): A Dataset for Multi-Disease Detection Research.

Samiksha Pachade, Prasanna Porwal, Dhanshree Thulkar, Manesh Kokare, Girish Deshmukh, Vivek Sahasrabuddhe, Luca Giancardo, Gwenolé Quellec, Fabrice Mériaudeau

Data, 2021

Longitudinal Detection of Diabetic Retinopathy Early Severity Grade Changes Using Deep Learning.

Yutong Yan, Pierre-Henri Conze, Gwenolé Quellec, Pascale Massin, Mathieu Lamard, Gouenou Coatrieux, Béatrice Cochener

Proceedings of the Ophthalmic Medical Image Analysis - 8th International Workshop, 2021

Deep Active Learning for Dual-View Mammogram Analysis.

Yutong Yan, Pierre-Henri Conze, Mathieu Lamard, Heng Zhang, Gwenolé Quellec, Béatrice Cochener, Gouenou Coatrieux

Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

Two-Stage Multi-Scale Mass Segmentation From Full Mammograms.

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

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020

Automatic detection of rare pathologies in fundus photographs using few-shot learning.

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

Medical Image Anal., 2020

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

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

CoRR, 2020

Multi-tasking Siamese Networks for Breast Mass Detection Using Dual-View Mammogram Matching.

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

Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020

2019

CATARACTS: Challenge on automatic tool annotation for cataRACT surgery.

Hassan Al Hajj, Mathieu Lamard, Pierre-Henri Conze, Soumali Roychowdhury, Xiaowei Hu, 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

Medical Image Anal., 2019

Unsupervised learning-based long-term superpixel tracking.

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

Image Vis. Comput., 2019

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

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

CoRR, 2019

Instant automatic diagnosis of diabetic retinopathy.

Gwenolé Quellec, Mathieu Lamard, Bruno Laÿ, Alexandre Le Guilcher, Ali Erginay, Béatrice Cochener, Pascale Massin

CoRR, 2019

CaDIS: Cataract Dataset for Image Segmentation.

Evangello Flouty, Abdolrahim Kadkhodamohammadi, Imanol Luengo, Félix Fuentes-Hurtado, Hinde Taleb, Santiago Barbarisi, Gwenolé Quellec, Danail Stoyanov

CoRR, 2019

Cascaded multi-scale convolutional encoder-decoders for breast mass segmentation in high-resolution mammograms.

Yutong Yan, Pierre-Henri Conze, Etienne Decencière, Mathieu Lamard, Gwenolé Quellec, Béatrice Cochener, Gouenou Coatrieux

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

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

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

Medical Image Anal., 2018

Anomaly classification in digital mammography based on multiple-instance learning.

Abdelali Elmoufidi, Khalid El Fahssi, Said Jai-Andaloussi, Abderrahim Sekkaki, Gwenolé Quellec, Mathieu Lamard

IET Image Process., 2018

Robust Supervoxel Matching Combining Mid-Level Spectral and Context-Rich Features.

Florian Tilquin, Pierre-Henri Conze, Patrick Pessaux, Mathieu Lamard, Gwenolé Quellec, Vincent Noblet, Fabrice Heitz

Proceedings of the Patch-Based Techniques in Medical Imaging, 2018

Optical flow estimation in ocular endoscopy videos using flownet on simulated endoscopy data.

A. Guerre, Mathieu Lamard, Pierre-Henri Conze, Béatrice Cochener, Gwenolé Quellec

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Long-term superpixel tracking using unsupervised learning and multi-step integration.

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

Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

2017

Real-time analysis of cataract surgery videos using statistical models.

Katia Charrière, Gwenolé Quellec, Mathieu Lamard, David Martiano, Guy Cazuguel, Gouenou Coatrieux, Béatrice Cochener

Multim. Tools Appl., 2017

Deep image mining for diabetic retinopathy screening.

Gwenolé Quellec, Katia Charrière, Yassine Boudi, Béatrice Cochener, Mathieu Lamard

Medical Image Anal., 2017

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

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

CoRR, 2017

Sharing Data Homomorphically Encrypted with Different Encryption Keys.

Reda Bellafqira, Gouenou Coatrieux, Dalel Bouslimi, Gwenolé Quellec, Michel Cozic

CoRR, 2017

Secured Outsourced Content Based Image Retrieval Based on Encrypted Signatures Extracted From Homomorphically Encrypted Images.

Reda Bellafqira, Gouenou Coatrieux, Dalel Bouslimi, Gwenolé Quellec, Michel Cozic

CoRR, 2017

Smart data augmentation for surgical tool detection on the surgical tray.

Hassan Al Hajj, Mathieu Lamard, Béatrice Cochener, Gwenolé Quellec

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Surgical tool detection in cataract surgery videos through multi-image fusion inside a convolutional neural network.

Hassan Al Hajj, Mathieu Lamard, Katia Charrière, Béatrice Cochener, Gwenolé Quellec

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Proxy Re-Encryption Based on Homomorphic Encryption.

Reda Bellafqira, Gouenou Coatrieux, Dalel Bouslimi, Gwenolé Quellec, Michel Cozic

Proceedings of the 33rd Annual Computer Security Applications Conference, 2017

2016

Multiple-Instance Learning for Anomaly Detection in Digital Mammography.

Gwenolé Quellec, Mathieu Lamard, Michel Cozic, Gouenou Coatrieux, Guy Cazuguel

IEEE Trans. Medical Imaging, 2016

Automatic detection of referral patients due to retinal pathologies through data mining.

Gwenolé Quellec, Mathieu Lamard, Ali Erginay, Agnès Chabouis, Pascale Massin, Béatrice Cochener, Guy Cazuguel

Medical Image Anal., 2016

Coarse-to-fine Surgical Instrument Detection for Cataract Surgery Monitoring.

Hassan Al Hajj, Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Béatrice Cochener

CoRR, 2016

Automatic Detection of Suspicious Lesions in Digital X-ray Mammograms.

Abdelali Elmoufidi, Khalid El Fahssi, Said Jai-Andaloussi, Abderrahim Sekkaki, Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel

Proceedings of the Advances in Ubiquitous Networking 2 - Proceedings of the UNet'16, Casablanca, Morocco, May 30, 2016

Mapping the retinas of a patient using a mixed set of fundus photographs from both eyes.

Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Ali Erginay, Béatrice Cochener

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

An end to end secure CBIR over encrypted medical database.

Reda Bellafqira, Gouenou Coatrieux, Dalel Bouslimi, Gwenolé Quellec

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Real-time multilevel sequencing of cataract surgery videos.

Katia Charrière, Gwenolé Quellec, Mathieu Lamard, David Martiano, Guy Cazuguel, Gouenou Coatrieux, Béatrice Cochener

Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016

2015

Real-Time Task Recognition in Cataract Surgery Videos Using Adaptive Spatiotemporal Polynomials.

Gwenolé Quellec, Mathieu Lamard, Béatrice Cochener, Guy Cazuguel

IEEE Trans. Medical Imaging, 2015

Multiple-instance learning for breast cancer detection in mammograms.

Ruben Sanchez de la Rosa, Mathieu Lamard, Guy Cazuguel, Gouenou Coatrieux, Michel Cozic, Gwenolé Quellec

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Content-based image retrieval in homomorphic encryption domain.

Reda Bellafqira, Gouenou Coatrieux, Dalel Bouslimi, Gwenolé Quellec

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Multimedia Information Retrieval from Ophthalmic Digital Archives.

Gwenolé Quellec, Mathieu Lamard, Béatrice Cochener, Guy Cazuguel

Proceedings of the Health Monitoring and Personalized Feedback using Multimedia Data, 2015

2014

Real-Time Segmentation and Recognition of Surgical Tasks in Cataract Surgery Videos.

Gwenolé Quellec, Mathieu Lamard, Béatrice Cochener, Guy Cazuguel

IEEE Trans. Medical Imaging, 2014

Exudate detection in color retinal images for mass screening of diabetic retinopathy.

Xiwei Zhang, Guillaume Thibault, Etienne Decencière, Beatriz Marcotegui, Bruno Laÿ, Ronan Danno, Guy Cazuguel, Gwenolé Quellec, Mathieu Lamard, Pascale Massin, Agnès Chabouis, Zeynep Victor, Ali Erginay

Medical Image Anal., 2014

Real-time recognition of surgical tasks in eye surgery videos.

Gwenolé Quellec, Katia Charrière, Mathieu Lamard, Zakarya Droueche, Christian Roux, Béatrice Cochener, Guy Cazuguel

Medical Image Anal., 2014

Normalizing videos of anterior eye segment surgeries.

Gwenolé Quellec, Katia Charrière, Mathieu Lamard, Béatrice Cochener, Guy Cazuguel

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Estimating maximal measurable performance for automated decision systems from the characteristics of the reference standard. application to diabetic retinopathy screening.

Gwenolé Quellec, Michael D. Abràmoff

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Automated surgical step recognition in normalized cataract surgery videos.

Katia Charrière, Gwenolé Quellec, Mathieu Lamard, Gouenou Coatrieux, Béatrice Cochener, Guy Cazuguel

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Multimedia data mining for automatic diabetic retinopathy screening.

Gwenolé Quellec, Mathieu Lamard, Béatrice Cochener, Etienne Decencière, Bruno Laÿ, Agnès Chabouis, Christian Roux, Guy Cazuguel

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Mass segmentation in mammograms by using Bidimensional Emperical Mode Decomposition BEMD.

Said Jai-Andaloussi, Abderrahim Sekkaki, Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Christian Roux

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Image Change Detection Using Paradoxical Theory for Patient Follow-Up Quantitation and Therapy Assessment.

Simon David, Dimitris Visvikis, Gwenolé Quellec, Catherine Cheze Le Rest, Philippe Fernandez, Michèle Allard, Christian Roux, Mathieu Hatt

IEEE Trans. Medical Imaging, 2012

Fast Wavelet-Based Image Characterization for Highly Adaptive Image Retrieval.

Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Béatrice Cochener, Christian Roux

IEEE Trans. Image Process., 2012

Recherche en temps réel de séquences vidéo similaires par le contenu.

Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Zakarya Droueche, Béatrice Cochener, Christian Roux

Traitement du Signal, 2012

A multiple-instance learning framework for diabetic retinopathy screening.

Gwenolé Quellec, Mathieu Lamard, Michael D. Abràmoff, Etienne Decencière, Bruno Laÿ, Ali Erginay, Béatrice Cochener, Guy Cazuguel

Medical Image Anal., 2012

A Polynomial Model of Surgical Gestures for Real-Time Retrieval of Surgery Videos.

Gwenolé Quellec, Mathieu Lamard, Zakarya Droueche, Béatrice Cochener, Christian Roux, Guy Cazuguel

Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2012

Weakly supervised classification of medical images.

Gwenolé Quellec, Mathieu Laniard, Guy Cazuguel, Michael D. Abràmoff, Béatrice Cochener, Christian Roux

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Studying disagreements among retinal experts through image analysis.

Gwenolé Quellec, Mathieu Lamard, Béatrice Cochener, Zakarya Droueche, Bruno Laÿ, Agnès Chabouis, Christian Roux, Guy Cazuguel

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Motion-based video retrieval with application to computer-assisted retinal surgery.

Zakarya Droueche, Mathieu Lamard, Guy Cazuguel, Gwenolé Quellec, Christian Roux, Béatrice Cochener

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A general framework for detecting diabetic retinopathy lesions in eye fundus images.

Gwenolé Quellec, Mathieu Lamard, Béatrice Cochener, Christian Roux, Guy Cazuguel, Etienne Decencière, Bruno Laÿ, Pascale Massin

Proceedings of CBMS 2012, 2012

Comprehensive wavelet-based image characterization for Content-Based Image Retrieval.

Gwenolé Quellec, Mathieu Lamard, Béatrice Cochener, Christian Roux, Guy Cazuguel

Proceedings of the 10th International Workshop on Content-Based Multimedia Indexing, 2012

2011

Optimal Filter Framework for Automated, Instantaneous Detection of Lesions in Retinal Images.

Gwenolé Quellec, Stephen R. Russell, Michael D. Abràmoff

IEEE Trans. Medical Imaging, 2011

Case Retrieval in Medical Databases by Fusing Heterogeneous Information.

Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Christian Roux, Béatrice Cochener

IEEE Trans. Medical Imaging, 2011

Real-time retrieval of similar videos with application to computer-aided retinal surgery.

Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Zakarya Droueche, Christian Roux, Béatrice Cochener

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

Three-Dimensional Analysis of Retinal Layer Texture: Identification of Fluid-Filled Regions in SD-OCT of the Macula.

Gwenolé Quellec, Kyungmoo Lee, Martin Dolejsi, Mona Kathryn Garvin, Michael D. Abràmoff, Milan Sonka

IEEE Trans. Medical Imaging, 2010

Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs.

Meindert Niemeijer, Bram van Ginneken, Michael J. Cree, Atsushi Mizutani, Gwenolé Quellec, Clara I. Sánchez, Bob Zhang, Roberto Hornero, Mathieu Lamard, Chisako Muramatsu, Xiangqian Wu, Guy Cazuguel, Jane You, Agustín Mayo, Qin Li, Yuji Hatanaka, Béatrice Cochener, Christian Roux, Fakhri Karray, María García, Hiroshi Fujita, Michael D. Abràmoff

IEEE Trans. Medical Imaging, 2010

Medical case retrieval from a committee of decision trees.

Gwenolé Quellec, Mathieu Lamard, Lynda Bekri, Guy Cazuguel, Christian Roux, Béatrice Cochener

IEEE Trans. Inf. Technol. Biomed., 2010

Adaptive Nonseparable Wavelet Transform via Lifting and its Application to Content-Based Image Retrieval.

Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Béatrice Cochener, Christian Roux

IEEE Trans. Image Process., 2010

Wavelet optimization for content-based image retrieval in medical databases.

Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Béatrice Cochener, Christian Roux

Medical Image Anal., 2010

Use of a twin dataset to identify AMD-related visual patterns controlled by genetic factors.

Gwenolé Quellec, Michael D. Abràmoff, Stephen R. Russell

Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

2008

Optimal Wavelet Transform for the Detection of Microaneurysms in Retina Photographs.

Gwenolé Quellec, Mathieu Lamard, Pierre Marie Josselin, Guy Cazuguel, Béatrice Cochener, Christian Roux

IEEE Trans. Medical Imaging, 2008

Multimodal medical case retrieval using Bayesian networks and the Dezert-Smarandache theory.

Gwenolé Quellec, Mathieu Lamard, Lynda Bekri, Guy Cazuguel, Christian Roux, Béatrice Cochener

Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2006

Detection of lesions in retina photographs based on the wavelet transform.

Gwenolé Quellec, Mathieu Lamard, Pierre Marie Josselin, Guy Cazuguel, Béatrice Cochener, Christian Roux

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006