Guy Cazuguel

Publication Activity (10 Years)

Years Active: 1996-2017
Publications (10 Years): 8

Top Topics

Breast Cancer Detection

Surgical Planning

Top Venues

Medical Image Anal.

IEEE Trans. Medical Imaging

Publications

Katia Charrière, Gwénolé 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) (2017)
Gwénolé 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)
Gwénolé 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 (2016)
Katia Charrière, Gwénolé Quellec, Mathieu Lamard, David Martiano, Guy Cazuguel, Gouenou Coatrieux, Béatrice Cochener
Real-time analysis of cataract surgery videos using statistical models. CoRR (2016)
Abdelali Elmoufidi, Khalid El Fahssi, Said Jai-Andaloussi, Abderrahim Sekkaki, Gwénolé Quellec, Mathieu Lamard, Guy Cazuguel
Automatic Detection of Suspicious Lesions in Digital X-ray Mammograms. UNet (2016)
Katia Charrière, Gwénolé Quellec, Mathieu Lamard, David Martiano, Guy Cazuguel, Gouenou Coatrieux, Béatrice Cochener
Real-time multilevel sequencing of cataract surgery videos. CBMI (2016)
Hassan Al Hajj, Gwénolé Quellec, Mathieu Lamard, Guy Cazuguel, Béatrice Cochener
Coarse-to-fine Surgical Instrument Detection for Cataract Surgery Monitoring. CoRR (2016)
Gwénolé Quellec, Mathieu Lamard, Michel Cozic, Gouenou Coatrieux, Guy Cazuguel
Multiple-Instance Learning for Anomaly Detection in Digital Mammography. IEEE Trans. Medical Imaging 35 (7) (2016)
Gwénolé 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) (2015)
Ruben Sanchez de la Rosa, Mathieu Lamard, Guy Cazuguel, Gouenou Coatrieux, Michel Cozic, Gwénolé Quellec
Multiple-instance learning for breast cancer detection in mammograms. EMBC (2015)
Xiwei Zhang, Guillaume Thibault, Etienne Decencière, Beatriz Marcotegui, Bruno Laÿ, Ronan Danno, Guy Cazuguel, Gwénolé 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) (2014)
Gwénolé Quellec, Katia Charrière, Mathieu Lamard, Béatrice Cochener, Guy Cazuguel
Normalizing videos of anterior eye segment surgeries. EMBC (2014)
Gwénolé 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) (2014)
Gwénolé 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) (2014)
Katia Charrière, Gwénolé Quellec, Mathieu Lamard, Gouenou Coatrieux, Béatrice Cochener, Guy Cazuguel
Automated surgical step recognition in normalized cataract surgery videos. EMBC (2014)
Said Jai-Andaloussi, Abderrahim Sekkaki, Gwénolé Quellec, Mathieu Lamard, Guy Cazuguel, Christian Roux
Mass segmentation in mammograms by using Bidimensional Emperical Mode Decomposition BEMD. EMBC (2013)
Gwénolé 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)
Gwénolé 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) (2012)
Gwénolé 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)
Zakarya Droueche, Mathieu Lamard, Guy Cazuguel, Gwénolé Quellec, Christian Roux, Béatrice Cochener
Motion-based video retrieval with application to computer-assisted retinal surgery. EMBC (2012)
Gwénolé 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) (2012)
Gwénolé 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) (2012)
Gwénolé Quellec, Mathieu Laniard, Guy Cazuguel, Michael D. Abràmoff, Béatrice Cochener, Christian Roux
Weakly supervised classification of medical images. ISBI (2012)
Gwénolé Quellec, Mathieu Lamard, Béatrice Cochener, Christian Roux, Guy Cazuguel
Comprehensive wavelet-based image characterization for Content-Based Image Retrieval. CBMI (2012)
Gwénolé 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)
Gwénolé 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)
Gwénolé Quellec, Mathieu Lamard, Guy Cazuguel, Christian Roux, Béatrice Cochener
Case Retrieval in Medical Databases by Fusing Heterogeneous Information. IEEE Trans. Medical Imaging 30 (1) (2011)
Gwénolé 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)
Meindert Niemeijer, Bram van Ginneken, Michael J. Cree, Atsushi Mizutani, Gwénolé 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) (2010)
Gwénolé 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) (2010)
Gwénolé 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) (2010)
Gwénolé Quellec, Mathieu Lamard, Guy Cazuguel, Béatrice Cochener, Christian Roux
Wavelet optimization for content-based image retrieval in medical databases. Medical Image Anal. 14 (2) (2010)
Gwénolé 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) (2008)
Gwénolé 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)
Gwénolé 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)
Guy Cazuguel, Basel Solaiman
Éditorial. Ann. des Télécommunications 58 (5-6) (2003)
Andras Cziho, Basel Solaiman, István Loványi, Guy Cazuguel, Christian Roux
An optimization of finite-state vector quantization for image compression. Signal Process. Image Commun. 15 (6) (2000)
Grégoire Mercier, Marie-Catherine Mouchot, Guy Cazuguel
Multitemporal SAR Image Compression. ICIP (1) (1998)
Andras Cziho, István Loványi, Basel Solaiman, Guy Cazuguel, Christian Roux
Derailment-Free Finite State Vector Quantization Using Conditional Histogram. Optimization and Application to Image compression. ICIP (3) (1997)
Stéphane Le Beux, Guy Cazuguel, Basel Solaiman, Christian Roux
Automatic feature determination using unsupervised neural networks. Application to image registration. ICNN (1996)