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Gwenolé Quellec
Gwenolé Quellec
Research director, Inserm
Verified email at inserm.fr
Title
Cited by
Cited by
Year
Retinopathy online challenge: automatic detection of microaneurysms in digital color fundus photographs
M Niemeijer, B Van Ginneken, MJ Cree, A Mizutani, G Quellec, ...
IEEE transactions on medical imaging 29 (1), 185-195, 2009
6202009
Deep image mining for diabetic retinopathy screening
G Quellec, K Charriere, Y Boudi, B Cochener, M Lamard
Medical image analysis 39, 178-193, 2017
4712017
TeleOphta: Machine learning and image processing methods for teleophthalmology
E Decenciere, G Cazuguel, X Zhang, G Thibault, JC Klein, F Meyer, ...
Irbm 34 (2), 196-203, 2013
4592013
Optimal wavelet transform for the detection of microaneurysms in retina photographs
G Quellec, M Lamard, PM Josselin, G Cazuguel, B Cochener, C Roux
IEEE transactions on medical imaging 27 (9), 1230-1241, 2008
4442008
Automated analysis of retinal images for detection of referable diabetic retinopathy
MD Abràmoff, JC Folk, DP Han, JD Walker, DF Williams, SR Russell, ...
JAMA ophthalmology 131 (3), 351-357, 2013
4092013
Automated early detection of diabetic retinopathy
MD Abràmoff, JM Reinhardt, SR Russell, JC Folk, VB Mahajan, ...
Ophthalmology 117 (6), 1147-1154, 2010
3162010
Exudate detection in color retinal images for mass screening of diabetic retinopathy
X Zhang, G Thibault, E Decencière, B Marcotegui, B La˙, R Danno, ...
Medical image analysis 18 (7), 1026-1043, 2014
3062014
Wavelet optimization for content-based image retrieval in medical databases
G Quellec, M Lamard, G Cazuguel, B Cochener, C Roux
Medical image analysis 14 (2), 227-241, 2010
2682010
Three-dimensional analysis of retinal layer texture: identification of fluid-filled regions in SD-OCT of the macula
G Quellec, K Lee, M Dolejsi, MK Garvin, MD Abramoff, M Sonka
IEEE transactions on medical imaging 29 (6), 1321-1330, 2010
2562010
Multiple-instance learning for medical image and video analysis
G Quellec, G Cazuguel, B Cochener, M Lamard
IEEE reviews in biomedical engineering 10, 213-234, 2017
2312017
Idrid: Diabetic retinopathy–segmentation and grading challenge
P Porwal, S Pachade, M Kokare, G Deshmukh, J Son, W Bae, L Liu, ...
Medical image analysis 59, 101561, 2020
2252020
Validating retinal fundus image analysis algorithms: issues and a proposal
E Trucco, A Ruggeri, T Karnowski, L Giancardo, E Chaum, ...
Investigative ophthalmology & visual science 54 (5), 3546-3559, 2013
1992013
Optimal filter framework for automated, instantaneous detection of lesions in retinal images
G Quellec, SR Russell, MD Abràmoff
IEEE Transactions on medical imaging 30 (2), 523-533, 2010
1522010
Adaptive nonseparable wavelet transform via lifting and its application to content-based image retrieval
G Quellec, M Lamard, G Cazuguel, B Cochener, C Roux
IEEE transactions on image processing 19 (1), 25-35, 2009
1322009
Fast wavelet-based image characterization for highly adaptive image retrieval
G Quellec, M Lamard, G Cazuguel, B Cochener, C Roux
IEEE Transactions on Image Processing 21 (4), 1613-1623, 2011
1232011
A multiple-instance learning framework for diabetic retinopathy screening
G Quellec, M Lamard, MD Abràmoff, E Decencière, B Lay, A Erginay, ...
Medical image analysis 16 (6), 1228-1240, 2012
1202012
Retinal fundus multi-disease image dataset (RFMiD): A dataset for multi-disease detection research
S Pachade, P Porwal, D Thulkar, M Kokare, G Deshmukh, ...
Data 6 (2), 14, 2021
1152021
Quantitative analysis of fluorescence lifetime measurements of the macula using the fluorescence lifetime imaging ophthalmoscope in healthy subjects
C Dysli, G Quellec, M Abegg, MN Menke, U Wolf-Schnurrbusch, J Kowal, ...
Investigative ophthalmology & visual science 55 (4), 2106-2113, 2014
1062014
CATARACTS: Challenge on automatic tool annotation for cataRACT surgery
H Al Hajj, M Lamard, PH Conze, S Roychowdhury, X Hu, G Maršalkaitė, ...
Medical image analysis 52, 24-41, 2019
1052019
Content based image retrieval based on wavelet transform coefficients distribution
M Lamard, G Cazuguel, G Quellec, L Bekri, C Roux, B Cochener
2007 29th Annual International Conference of the IEEE Engineering in …, 2007
902007
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Articles 1–20