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ORCIDGwenolé Quellec
Person information
- affiliation: Inserm, Brest, France
- affiliation: University of West Brittany, France
- affiliation: University of Bern, Switzerland
- affiliation: University of Iowa, Iowa City, IA, USA
- affiliation (PhD 2008): TELECOM Bretagne, Brest, France
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2020 – today
- 2023
[c40]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. PRIME@MICCAI 2023: 1-13- [c39]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. OMIA@MICCAI 2023: 11-20 - [c38]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. MLMI@MICCAI (2) 2023: 22-32 - [i22]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. CoRR abs/2310.01912 (2023) - [i21]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. CoRR abs/2310.10420 (2023) - [i20]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. CoRR abs/2310.10431 (2023) - 2022
- [j30]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:
ADAM Challenge: Detecting Age-Related Macular Degeneration From Fundus Images. IEEE Trans. Medical Imaging 41(10): 2828-2847 (2022) - [c37]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. OMIA@MICCAI 2022: 43-52 - [c36]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. OMIA@MICCAI 2022: 53-62 - [c35]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. OMIA@MICCAI 2022: 63-72 - [c34]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. MIDOG/DRAC@MICCAI 2022: 146-160 - [c33]Hui Xu, Yihao Li, Wei Zhao, Gwenolé Quellec, Lijun Lu, Mathieu Hatt:
Joint nnU-Net and Radiomics Approaches for Segmentation and Prognosis of Head and Neck Cancers with PET/CT Images. HECKTOR@MICCAI 2022: 154-165 - [i19]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:
ADAM Challenge: Detecting Age-related Macular Degeneration from Fundus Images. CoRR abs/2202.07983 (2022) - [i18]Mounia Hamidouche, Reda Bellafqira, Gwenolé Quellec, Gouenou Coatrieux:
White-box Membership Attack Against Machine Learning Based Retinopathy Classification. CoRR abs/2206.03584 (2022) - [i17]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. CoRR abs/2209.00886 (2022) - [i16]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. CoRR abs/2209.00915 (2022) - [i15]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. CoRR abs/2209.00979 (2022) - [i14]Hui Xu, Yihao Li, Wei Zhao, Gwenolé Quellec, Lijun Lu, Mathieu Hatt:
Joint nnU-Net and Radiomics Approaches for Segmentation and Prognosis of Head and Neck Cancers with PET/CT images. CoRR abs/2211.10138 (2022) - [i13]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. CoRR abs/2211.11509 (2022) - 2021
- [j29]Samiksha Pachade, Prasanna Porwal, Dhanshree Thulkar, Manesh Kokare, Girish Deshmukh, Vivek Sahasrabuddhe, Luca Giancardo, Gwenolé Quellec, Fabrice Mériaudeau:
Retinal Fundus Multi-Disease Image Dataset (RFMiD): A Dataset for Multi-Disease Detection Research. Data 6(2): 14 (2021) - [j28]Maria Grammatikopoulou, Evangello Flouty, Abdolrahim Kadkhodamohammadi, Gwenolé Quellec, Andre Chow, Jean Nehme, Imanol Luengo, Danail Stoyanov:
CaDIS: Cataract dataset for surgical RGB-image segmentation. Medical Image Anal. 71: 102053 (2021) - [j27]Yutong Yan, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Béatrice Cochener, Gouenou Coatrieux:
Towards improved breast mass detection using dual-view mammogram matching. Medical Image Anal. 71: 102083 (2021) - [j26]Gwenolé Quellec, Hassan Al Hajj, Mathieu Lamard, Pierre-Henri Conze, Pascale Massin, Béatrice Cochener:
ExplAIn: Explanatory artificial intelligence for diabetic retinopathy diagnosis. Medical Image Anal. 72: 102118 (2021) - [c32]Yutong Yan, Pierre-Henri Conze, Gwenolé Quellec, Mathieu Lamard, Béatrice Cochener, Gouenou Coatrieux:
Two-Stage Multi-Scale Mass Segmentation From Full Mammograms. ISBI 2021: 1628-1631 - [c31]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. OMIA@MICCAI 2021: 11-20 - [c30]Yutong Yan, Pierre-Henri Conze, Mathieu Lamard, Heng Zhang, Gwenolé Quellec, Béatrice Cochener, Gouenou Coatrieux:
Deep Active Learning for Dual-View Mammogram Analysis. MLMI@MICCAI 2021: 180-189 - [d2]Hassan Al Hajj, Mathieu Lamard, Pierre-Henri Conze, Béatrice Cochener, Gwenolé Quellec:
CATARACTS. IEEE DataPort, 2021
- [d1]Samiksha Pachade, Prasanna Porwal, Dhanshree Thulkar, Manesh Kokare, Girish Deshmukh, Vivek Sahasrabuddhe, Luca Giancardo, Gwenolé Quellec, Fabrice Mériaudeau:
Retinal Fundus Multi-disease Image Dataset (RFMiD). IEEE DataPort, 2021 - 2020
- [j25]Gwenolé Quellec, Mathieu Lamard, Pierre-Henri Conze, Pascale Massin, Béatrice Cochener:
Automatic detection of rare pathologies in fundus photographs using few-shot learning. Medical Image Anal. 61: 101660 (2020) - [c29]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. MLMI@MICCAI 2020: 312-321 - [i12]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. CoRR abs/2002.12079 (2020) - [i11]Gwenolé Quellec, Hassan Al Hajj, Mathieu Lamard, Pierre-Henri Conze, Pascale Massin, Béatrice Cochener:
ExplAIn: Explanatory Artificial Intelligence for Diabetic Retinopathy Diagnosis. CoRR abs/2008.05731 (2020)
2010 – 2019
- 2019
- [j24]Pierre-Henri Conze, Florian Tilquin, Mathieu Lamard, Fabrice Heitz, Gwenolé Quellec:
Unsupervised learning-based long-term superpixel tracking. Image Vis. Comput. 89: 289-301 (2019) - [j23]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:
CATARACTS: Challenge on automatic tool annotation for cataRACT surgery. Medical Image Anal. 52: 24-41 (2019) - [c28]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. EMBC 2019: 6738-6741 - [i10]Pierre-Henri Conze, Florian Tilquin, Mathieu Lamard, Fabrice Heitz, Gwenolé Quellec:
Unsupervised learning-based long-term superpixel tracking. CoRR abs/1902.09596 (2019) - [i9]Evangello Flouty, Abdolrahim Kadkhodamohammadi, Imanol Luengo, Félix Fuentes-Hurtado, Hinde Taleb, Santiago Barbarisi, Gwenolé Quellec, Danail Stoyanov:
CaDIS: Cataract Dataset for Image Segmentation. CoRR abs/1906.11586 (2019) - [i8]Gwenolé Quellec, Mathieu Lamard, Bruno Laÿ, Alexandre Le Guilcher, Ali Erginay, Béatrice Cochener, Pascale Massin:
Instant automatic diagnosis of diabetic retinopathy. CoRR abs/1906.11875 (2019) - [i7]Gwenolé Quellec, Mathieu Lamard, Pierre-Henri Conze, Pascale Massin, Béatrice Cochener:
Automatic detection of multiple pathologies in fundus photographs using spin-off learning. CoRR abs/1907.09449 (2019) - 2018
- [j22]Abdelali Elmoufidi, Khalid El Fahssi, Said Jai-Andaloussi, Abderrahim Sekkaki, Gwenolé Quellec, Mathieu Lamard:
Anomaly classification in digital mammography based on multiple-instance learning. IET Image Process. 12(3): 320-328 (2018) - [j21]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. Medical Image Anal. 47: 203-218 (2018) - [c27]Pierre-Henri Conze, Florian Tilquin, Mathieu Lamard, Fabrice Heitz, Gwenolé Quellec:
Long-term superpixel tracking using unsupervised learning and multi-step integration. ATSIP 2018: 1-6 - [c26]A. Guerre, Mathieu Lamard, Pierre-Henri Conze, Béatrice Cochener, Gwenolé Quellec:
Optical flow estimation in ocular endoscopy videos using flownet on simulated endoscopy data. ISBI 2018: 1463-1466 - [c25]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. Patch-MI@MICCAI 2018: 39-47 - 2017
- [j20]Gwenolé Quellec, Katia Charrière, Yassine Boudi, Béatrice Cochener, Mathieu Lamard:
Deep image mining for diabetic retinopathy screening. Medical Image Anal. 39: 178-193 (2017) - [j19]Katia Charrière, Gwenolé Quellec, Mathieu Lamard, David Martiano, Guy Cazuguel, Gouenou Coatrieux, Béatrice Cochener:
Real-time analysis of cataract surgery videos using statistical models. Multim. Tools Appl. 76(21): 22473-22491 (2017) - [c24]Reda Bellafqira, Gouenou Coatrieux, Dalel Bouslimi, Gwenolé Quellec, Michel Cozic:
Proxy Re-Encryption Based on Homomorphic Encryption. ACSAC 2017: 154-161 - [c23]Hassan Al Hajj, Mathieu Lamard, Katia Charrière, Béatrice Cochener, Gwenolé Quellec:
Surgical tool detection in cataract surgery videos through multi-image fusion inside a convolutional neural network. EMBC 2017: 2002-2005 - [c22]Hassan Al Hajj, Mathieu Lamard, Béatrice Cochener, Gwenolé Quellec:
Smart data augmentation for surgical tool detection on the surgical tray. EMBC 2017: 4407-4410 - [i6]Reda Bellafqira, Gouenou Coatrieux, Dalel Bouslimi, Gwenolé Quellec, Michel Cozic:
Secured Outsourced Content Based Image Retrieval Based on Encrypted Signatures Extracted From Homomorphically Encrypted Images. CoRR abs/1704.00457 (2017) - [i5]Reda Bellafqira, Gouenou Coatrieux, Dalel Bouslimi, Gwenolé Quellec, Michel Cozic:
Sharing Data Homomorphically Encrypted with Different Encryption Keys. CoRR abs/1706.01756 (2017) - [i4]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. CoRR abs/1710.01559 (2017) - 2016
- [j18]Gwenolé Quellec, Mathieu Lamard, Ali Erginay, Agnès Chabouis, Pascale Massin, Béatrice Cochener, Guy Cazuguel:
Automatic detection of referral patients due to retinal pathologies through data mining. Medical Image Anal. 29: 47-64 (2016) - [j17]Gwenolé Quellec, Mathieu Lamard, Michel Cozic, Gouenou Coatrieux, Guy Cazuguel:
Multiple-Instance Learning for Anomaly Detection in Digital Mammography. IEEE Trans. Medical Imaging 35(7): 1604-1614 (2016) - [c21]Katia Charrière, Gwenolé Quellec, Mathieu Lamard, David Martiano, Guy Cazuguel, Gouenou Coatrieux, Béatrice Cochener:
Real-time multilevel sequencing of cataract surgery videos. CBMI 2016: 1-6 - [c20]Reda Bellafqira, Gouenou Coatrieux, Dalel Bouslimi, Gwenolé Quellec:
An end to end secure CBIR over encrypted medical database. EMBC 2016: 2537-2540 - [c19]Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Ali Erginay, Béatrice Cochener:
Mapping the retinas of a patient using a mixed set of fundus photographs from both eyes. EMBC 2016: 3239-3242 - [c18]Abdelali Elmoufidi, Khalid El Fahssi, Said Jai-Andaloussi, Abderrahim Sekkaki, Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel:
Automatic Detection of Suspicious Lesions in Digital X-ray Mammograms. UNet 2016: 375-385 - [i3]Hassan Al Hajj, Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Béatrice Cochener:
Coarse-to-fine Surgical Instrument Detection for Cataract Surgery Monitoring. CoRR abs/1609.05619 (2016) - [i2]Katia Charrière, Gwenolé Quellec, Mathieu Lamard, David Martiano, Guy Cazuguel, Gouenou Coatrieux, Béatrice Cochener:
Real-time analysis of cataract surgery videos using statistical models. CoRR abs/1610.05465 (2016) - [i1]Gwenolé Quellec, Katia Charrière, Yassine Boudi, Béatrice Cochener, Mathieu Lamard:
Deep image mining for diabetic retinopathy screening. CoRR abs/1610.07086 (2016) - 2015
- [j16]Gwenolé Quellec, Mathieu Lamard, Béatrice Cochener, Guy Cazuguel:
Real-Time Task Recognition in Cataract Surgery Videos Using Adaptive Spatiotemporal Polynomials. IEEE Trans. Medical Imaging 34(4): 877-887 (2015) - [c17]Reda Bellafqira, Gouenou Coatrieux, Dalel Bouslimi, Gwenolé Quellec:
Content-based image retrieval in homomorphic encryption domain. EMBC 2015: 2944-2947 - [c16]Ruben Sanchez de la Rosa, Mathieu Lamard, Guy Cazuguel, Gouenou Coatrieux, Michel Cozic, Gwenolé Quellec:
Multiple-instance learning for breast cancer detection in mammograms. EMBC 2015: 7055-7058 - [p1]Gwenolé Quellec, Mathieu Lamard, Béatrice Cochener, Guy Cazuguel:
Multimedia Information Retrieval from Ophthalmic Digital Archives. Health Monitoring and Personalized Feedback using Multimedia Data 2015: 95-114 - 2014
- [j15]Gwenolé Quellec, Katia Charrière, Mathieu Lamard, Zakarya Droueche, Christian Roux, Béatrice Cochener, Guy Cazuguel:
Real-time recognition of surgical tasks in eye surgery videos. Medical Image Anal. 18(3): 579-590 (2014) - [j14]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:
Exudate detection in color retinal images for mass screening of diabetic retinopathy. Medical Image Anal. 18(7): 1026-1043 (2014) - [j13]Gwenolé Quellec, Mathieu Lamard, Béatrice Cochener, Guy Cazuguel:
Real-Time Segmentation and Recognition of Surgical Tasks in Cataract Surgery Videos. IEEE Trans. Medical Imaging 33(12): 2352-2360 (2014) - [c15]Gwenolé Quellec, Katia Charrière, Mathieu Lamard, Béatrice Cochener, Guy Cazuguel:
Normalizing videos of anterior eye segment surgeries. EMBC 2014: 122-125 - [c14]Gwenolé Quellec, Michael D. Abràmoff:
Estimating maximal measurable performance for automated decision systems from the characteristics of the reference standard. application to diabetic retinopathy screening. EMBC 2014: 154-157 - [c13]Katia Charrière, Gwenolé Quellec, Mathieu Lamard, Gouenou Coatrieux, Béatrice Cochener, Guy Cazuguel:
Automated surgical step recognition in normalized cataract surgery videos. EMBC 2014: 4647-4650 - 2013
- [c12]Said Jai-Andaloussi, Abderrahim Sekkaki, Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Christian Roux:
Mass segmentation in mammograms by using Bidimensional Emperical Mode Decomposition BEMD. EMBC 2013: 5441-5444 - [c11]Gwenolé Quellec, Mathieu Lamard, Béatrice Cochener, Etienne Decencière, Bruno Laÿ, Agnès Chabouis, Christian Roux, Guy Cazuguel:
Multimedia data mining for automatic diabetic retinopathy screening. EMBC 2013: 7144-7147 - 2012
- [j12]Gwenolé Quellec, Mathieu Lamard, Michael D. Abràmoff, Etienne Decencière, Bruno Laÿ, Ali Erginay, Béatrice Cochener, Guy Cazuguel:
A multiple-instance learning framework for diabetic retinopathy screening. Medical Image Anal. 16(6): 1228-1240 (2012) - [j11]Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Zakarya Droueche, Béatrice Cochener, Christian Roux:
Recherche en temps réel de séquences vidéo similaires par le contenu. Traitement du Signal 29(1-2): 83-100 (2012) - [j10]Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Béatrice Cochener, Christian Roux:
Fast Wavelet-Based Image Characterization for Highly Adaptive Image Retrieval. IEEE Trans. Image Process. 21(4): 1613-1623 (2012) - [j9]Simon David, Dimitris Visvikis, Gwenolé Quellec, Catherine Cheze Le Rest, Philippe Fernandez, Michèle Allard, Christian Roux, Mathieu Hatt:
Image Change Detection Using Paradoxical Theory for Patient Follow-Up Quantitation and Therapy Assessment. IEEE Trans. Medical Imaging 31(9): 1743-1753 (2012) - [c10]Gwenolé Quellec, Mathieu Lamard, Béatrice Cochener, Christian Roux, Guy Cazuguel:
Comprehensive wavelet-based image characterization for Content-Based Image Retrieval. CBMI 2012: 1-6 - [c9]Gwenolé Quellec, Mathieu Lamard, Béatrice Cochener, Christian Roux, Guy Cazuguel, Etienne Decencière, Bruno Laÿ, Pascale Massin:
A general framework for detecting diabetic retinopathy lesions in eye fundus images. CBMS 2012: 1-6 - [c8]Zakarya Droueche, Mathieu Lamard, Guy Cazuguel, Gwenolé Quellec, Christian Roux, Béatrice Cochener:
Motion-based video retrieval with application to computer-assisted retinal surgery. EMBC 2012: 4962-4965 - [c7]Gwenolé Quellec, Mathieu Lamard, Béatrice Cochener, Zakarya Droueche, Bruno Laÿ, Agnès Chabouis, Christian Roux, Guy Cazuguel:
Studying disagreements among retinal experts through image analysis. EMBC 2012: 5959-5962 - [c6]Gwenolé Quellec, Mathieu Laniard, Guy Cazuguel, Michael D. Abràmoff, Béatrice Cochener, Christian Roux:
Weakly supervised classification of medical images. ISBI 2012: 110-113 - [c5]Gwenolé Quellec, Mathieu Lamard, Zakarya Droueche, Béatrice Cochener, Christian Roux, Guy Cazuguel:
A Polynomial Model of Surgical Gestures for Real-Time Retrieval of Surgery Videos. MCBR-CDS 2012: 10-20 - 2011
- [j8]Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Christian Roux, Béatrice Cochener:
Case Retrieval in Medical Databases by Fusing Heterogeneous Information. IEEE Trans. Medical Imaging 30(1): 108-118 (2011) - [j7]Gwenolé Quellec, Stephen R. Russell, Michael D. Abràmoff:
Optimal Filter Framework for Automated, Instantaneous Detection of Lesions in Retinal Images. IEEE Trans. Medical Imaging 30(2): 523-533 (2011) - [c4]Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Zakarya Droueche, Christian Roux, Béatrice Cochener:
Real-time retrieval of similar videos with application to computer-aided retinal surgery. EMBC 2011: 4465-4468 - 2010
- [j6]Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Béatrice Cochener, Christian Roux:
Wavelet optimization for content-based image retrieval in medical databases. Medical Image Anal. 14(2): 227-241 (2010) - [j5]Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Béatrice Cochener, Christian Roux:
Adaptive Nonseparable Wavelet Transform via Lifting and its Application to Content-Based Image Retrieval. IEEE Trans. Image Process. 19(1): 25-35 (2010) - [j4]Gwenolé Quellec, Mathieu Lamard, Lynda Bekri, Guy Cazuguel, Christian Roux, Béatrice Cochener:
Medical case retrieval from a committee of decision trees. IEEE Trans. Inf. Technol. Biomed. 14(5): 1227-1235 (2010) - [j3]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:
Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs. IEEE Trans. Medical Imaging 29(1): 185-195 (2010) - [j2]Gwenolé Quellec, Kyungmoo Lee, Martin Dolejsi, Mona Kathryn Garvin, Michael D. Abràmoff, Milan Sonka:
Three-Dimensional Analysis of Retinal Layer Texture: Identification of Fluid-Filled Regions in SD-OCT of the Macula. IEEE Trans. Medical Imaging 29(6): 1321-1330 (2010) - [c3]Gwenolé Quellec, Michael D. Abràmoff, Stephen R. Russell:
Use of a twin dataset to identify AMD-related visual patterns controlled by genetic factors. Medical Imaging: Computer-Aided Diagnosis 2010: 76240K
2000 – 2009
- 2008
- [j1]Gwenolé Quellec, Mathieu Lamard, Pierre Marie Josselin, Guy Cazuguel, Béatrice Cochener, Christian Roux:
Optimal Wavelet Transform for the Detection of Microaneurysms in Retina Photographs. IEEE Trans. Medical Imaging 27(9): 1230-1241 (2008) - [c2]Gwenolé Quellec, Mathieu Lamard, Lynda Bekri, Guy Cazuguel, Christian Roux, Béatrice Cochener:
Multimodal medical case retrieval using Bayesian networks and the Dezert-Smarandache theory. ISBI 2008: 245-248 - 2006
- [c1]Gwenolé Quellec, Mathieu Lamard, Pierre Marie Josselin, Guy Cazuguel, Béatrice Cochener, Christian Roux:
Detection of lesions in retina photographs based on the wavelet transform. EMBC 2006: 2618-2621
Coauthor Index
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