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List of works by Gwénolé Quellec

A multiple-instance learning framework for diabetic retinopathy screening.

scientific article published on 6 July 2012

Adaptive nonseparable wavelet transform via lifting and its application to content-based image retrieval

scientific article published in January 2010

An end to end secure CBIR over encrypted medical database

scientific article published on August 2016

Automated Assessment of Diabetic Retinopathy Severity Using Content-Based Image Retrieval in Multimodal Fundus Photographs ⬇️

scientific article published on October 21, 2011

Automated analysis of retinal images for detection of referable diabetic retinopathy.

scientific article published in March 2013

Automated discovery and quantification of image-based complex phenotypes: a twin study of drusen phenotypes in age-related macular degeneration

scientific article published on 25 November 2011

Automated quantification of inherited phenotypes from color images: a twin study of the variability of optic nerve head shape

scientific article

Automated surgical step recognition in normalized cataract surgery videos.

scientific article published on January 2014

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

scientific article published on 28 January 2020

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

scientific article

CATARACTS: Challenge on automatic tool annotation for cataRACT surgery

scientific article published on 16 November 2018

Case Retrieval in Medical Databases by Fusing Heterogeneous Information ⬇️

scientific article published on August 5, 2010

Computational quantification of complex fundus phenotypes in age-related macular degeneration and Stargardt disease

scientific article

Content based image retrieval based on wavelet transform coefficients distribution.

scientific article

Content-based image retrieval in homomorphic encryption domain.

scientific article published on August 2015

Deep image mining for diabetic retinopathy screening

scientific article

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

scientific article published in January 2006

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

scientific article published in January 2014

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

scientific article published on 22 May 2014

Fast wavelet-based image characterization for highly adaptive image retrieval.

scientific article

Feasibility of support vector machine learning in age-related macular degeneration using small sample yielding sparse optical coherence tomography data

scientific article published on 06 March 2019

Image change detection using paradoxical theory for patient follow-up quantitation and therapy assessment

scientific article published on 16 May 2012

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

scientific article published in August 2016

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

scientific article published in January 2013

Medical case retrieval from a committee of decision trees.

scientific article published on September 2010

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

scientific article published on 09 May 2018

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

scientific article

Multimedia data mining for automatic diabetic retinopathy screening

scientific article

Multiple-Instance Learning for Anomaly Detection in Digital Mammography.

scientific article published on 25 January 2016

Multiple-Instance Learning for Medical Image and Video Analysis

scientific article published on 10 January 2017

Multiple-instance learning for breast cancer detection in mammograms

scientific article

Normalizing videos of anterior eye segment surgeries.

scientific article

Optimal filter framework for automated, instantaneous detection of lesions in retinal images

scientific article published in February 2011

Optimal wavelet transform for the detection of microaneurysms in retina photographs.

scientific article published in September 2008

Quantitative analysis of fluorescence lifetime measurements of the macula using the fluorescence lifetime imaging ophthalmoscope in healthy subjects.

scientific article published on 3 April 2014

Real-time recognition of surgical tasks in eye surgery videos

scientific article

Real-time segmentation and recognition of surgical tasks in cataract surgery videos

scientific article

Real-time task recognition in cataract surgery videos using adaptive spatiotemporal polynomials

scientific article published on 31 October 2014

Smart data augmentation for surgical tool detection on the surgical tray

scientific article

Studying disagreements among retinal experts through image analysis.

scientific article

Suitability of a Low-Cost, Handheld, Nonmydriatic Retinograph for Diabetic Retinopathy Diagnosis.

scientific article published on 20 April 2016

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

scientific article published in July 2017

Three-dimensional analysis of retinal layer texture: identification of fluid-filled regions in SD-OCT of the macula.

scientific article published on April 2010

Validating retinal fundus image analysis algorithms: issues and a proposal

scientific article

Wavelet optimization for content-based image retrieval in medical databases

scientific article published on 14 December 2009

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