Mathieu Lamard

CoRR, 2024

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

[BibT_eX]

[DOI]

CoRR, 2024

Generalizing deep learning models for medical image classification.

[BibT_eX]

[DOI]

Sarah Matta

Philippe Zhang

Laurent Borderie

CoRR, 2024

A systematic review of generalization research in medical image classification.

[BibT_eX]

[DOI]

Sarah Matta

Philippe Zhang

Laurent Borderie

Comput. Biol. Medicine, 2024

A review of deep learning-based information fusion techniques for multimodal medical image classification.

[BibT_eX]

[DOI]

Yihao Li

Comput. Biol. Medicine, 2024

DISCOVER: 2-D multiview summarization of Optical Coherence Tomography Angiography for automatic diabetic retinopathy diagnosis.

[BibT_eX]

[DOI]

Niranchana Manivannan

Artif. Intell. Medicine, 2024

LaTiM: Longitudinal Representation Learning in Continuous-Time Models to Predict Disease Progression.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Detection and Classification of Glaucoma in the Justraigs Challenge: Achievements in Binary and Multilabel Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

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

[BibT_eX]

[DOI]

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

Longitudinal Self-supervised Learning Using Neural Ordinary Differential Equation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Myopic Maculopathy Analysis, 2023

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

2022

Multimodal Information Fusion for Glaucoma and DR Classification.

[BibT_eX]

[DOI]

Yihao Li

Niranchana Manivannan

CoRR, 2022

Detection of diabetic retinopathy using longitudinal self-supervised learning.

[BibT_eX]

[DOI]

CoRR, 2022

Detection of Diabetic Retinopathy Using Longitudinal.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Multimodal Information Fusion for Glaucoma and Diabetic Retinopathy Classification.

[BibT_eX]

[DOI]

Yihao Li

Niranchana Manivannan

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.

[BibT_eX]

[DOI]

Ikram Brahim

Anas-Alexis Benyoussef

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

2021

CATARACTS.

[BibT_eX]

[DOI]

Dataset, April, 2021

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

[BibT_eX]

[DOI]

Medical Image Anal., 2021

ExplAIn: Explanatory artificial intelligence for diabetic retinopathy diagnosis.

[BibT_eX]

[DOI]

Medical Image Anal., 2021

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

[BibT_eX]

[DOI]

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

Deep Active Learning for Dual-View Mammogram Analysis.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

2020

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

[BibT_eX]

[DOI]

Medical Image Anal., 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

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

2019

CATARACTS: Challenge on automatic tool annotation for cataRACT surgery.

[BibT_eX]

[DOI]

Odysseas Zisimopoulos

Medical Image Anal., 2019

Unsupervised learning-based long-term superpixel tracking.

[BibT_eX]

[DOI]

Image Vis. Comput., 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

Instant automatic diagnosis of diabetic retinopathy.

[BibT_eX]

[DOI]

Bruno Laÿ

Ali Erginay

Pascale Massin

CoRR, 2019

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Medical Image Anal., 2018

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

[BibT_eX]

[DOI]

IET Image Process., 2018

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2017

Deep image mining for diabetic retinopathy screening.

[BibT_eX]

[DOI]

Medical Image Anal., 2017

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

[BibT_eX]

[DOI]

CoRR, 2017

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2016

Multiple-Instance Learning for Anomaly Detection in Digital Mammography.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2016

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

[BibT_eX]

[DOI]

Medical Image Anal., 2016

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

[BibT_eX]

[DOI]

CoRR, 2016

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2015

Multiple-instance learning for breast cancer detection in mammograms.

[BibT_eX]

[DOI]

Ruben Sanchez de la Rosa

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

Multimedia Information Retrieval from Ophthalmic Digital Archives.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2014

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

[BibT_eX]

[DOI]

Medical Image Anal., 2014

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

[BibT_eX]

[DOI]

Medical Image Anal., 2014

Normalizing videos of anterior eye segment surgeries.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Automatic correction of rotating ultrasound bio microscopy acquisitions for the segmentation of the eye anterior segment.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2012

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

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

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

[BibT_eX]

[DOI]

Traitement du Signal, 2012

A multiple-instance learning framework for diabetic retinopathy screening.

[BibT_eX]

[DOI]

Medical Image Anal., 2012

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

[BibT_eX]

[DOI]

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

Studying disagreements among retinal experts through image analysis.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of CBMS 2012, 2012

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

[BibT_eX]

[DOI]

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

2011

Case Retrieval in Medical Databases by Fusing Heterogeneous Information.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2011

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

[BibT_eX]

[DOI]

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

2010

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

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2010

Medical case retrieval from a committee of decision trees.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Technol. Biomed., 2010

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

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2010

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

[BibT_eX]

[DOI]

Medical Image Anal., 2010

2008

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

[BibT_eX]

[DOI]

Pierre Marie Josselin

Guy Cazuguel

Christian Roux

IEEE Trans. Medical Imaging, 2008

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Pierre Marie Josselin

Guy Cazuguel