Pascale Massin

24 papers B 1Journal 16Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
L-MAE: Longitudinal masked auto-encoder with time and severity-aware encoding for diabetic retinopathy progression prediction.
Comput. Biol. Medicine
Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Yihao Li, Alireza Rezaei, Hugo Le Boité, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Ikram Brahim, Gwenolé Quellec, Mathieu Lamard
2024 — conf
Domain Generalization for Multi-disease Detection in Fundus Photographs.
EMBC
Sarah Matta, Mathieu Lamard, Laurent Borderie, Alexandre Le Guilcher, Pascale Massin, Jean-Bernard Rottier, Béatrice Cochener, Gwenolé Quellec
2024 J jnl
L-MAE: Longitudinal masked auto-encoder with time and severity-aware encoding for diabetic retinopathy progression prediction.
CoRR
Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Yihao Li, Alireza Rezaei, Hugo Le Boité, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Ikram Brahim, Gwenolé Quellec, Mathieu Lamard
2024 — conf
LaTiM: Longitudinal Representation Learning in Continuous-Time Models to Predict Disease Progression.
MICCAI (5)
Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Yihao Li, Hugo Le Boité, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Alireza Rezaei, Ikram Brahim, Gwenolé Quellec, Mathieu Lamard
2024 J jnl
LaTiM: Longitudinal representation learning in continuous-time models to predict disease progression.
CoRR
Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Yihao Li, Hugo Le Boité, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Alireza Rezaei, Ikram Brahim, Gwenolé Quellec, Mathieu Lamard
2023 — conf
Federated Learning for Diabetic Retinopathy Detection in a Multi-center Fundus Screening Network.
EMBC
Sarah Matta, Mariem Ben Hassine, Clément Lecat, Laurent Borderie, Alexandre Le Guilcher, Pascale Massin, Béatrice Cochener, Mathieu Lamard, Gwenolé Quellec
2023 — conf
LMT: Longitudinal Mixing Training, a Framework to Predict Disease Progression from a Single Image.
MLMI@MICCAI (2)
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
2023 J jnl
LMT: Longitudinal Mixing Training, a Framework to Predict Disease Progression from a Single Image.
CoRR
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
2023 — conf
Longitudinal Self-supervised Learning Using Neural Ordinary Differential Equation.
PRIME@MICCAI
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
2023 J jnl
Longitudinal Self-supervised Learning Using Neural Ordinary Differential Equation.
CoRR
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
2022 — conf
Detection of Diabetic Retinopathy Using Longitudinal.
OMIA@MICCAI
Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Gwenolé Quellec, Mathieu Lamard
2022 J jnl
Detection of diabetic retinopathy using longitudinal self-supervised learning.
CoRR
Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Gwenolé Quellec, Mathieu Lamard
2021 J jnl
ExplAIn: Explanatory artificial intelligence for diabetic retinopathy diagnosis.
Medical Image Anal.
Gwenolé Quellec, Hassan Al Hajj, Mathieu Lamard, Pierre-Henri Conze, Pascale Massin, Béatrice Cochener
2021 — conf
Longitudinal Detection of Diabetic Retinopathy Early Severity Grade Changes Using Deep Learning.
OMIA@MICCAI
Yutong Yan, Pierre-Henri Conze, Gwenolé Quellec, Pascale Massin, Mathieu Lamard, Gouenou Coatrieux, Béatrice Cochener
2020 J jnl
Automatic detection of rare pathologies in fundus photographs using few-shot learning.
Medical Image Anal.
Gwenolé Quellec, Mathieu Lamard, Pierre-Henri Conze, Pascale Massin, Béatrice Cochener
2020 J jnl
ExplAIn: Explanatory Artificial Intelligence for Diabetic Retinopathy Diagnosis.
CoRR
Gwenolé Quellec, Hassan Al Hajj, Mathieu Lamard, Pierre-Henri Conze, Pascale Massin, Béatrice Cochener
2019 J jnl
Automatic detection of multiple pathologies in fundus photographs using spin-off learning.
CoRR
Gwenolé Quellec, Mathieu Lamard, Pierre-Henri Conze, Pascale Massin, Béatrice Cochener
2019 J jnl
Instant automatic diagnosis of diabetic retinopathy.
CoRR
Gwenolé Quellec, Mathieu Lamard, Bruno Laÿ, Alexandre Le Guilcher, Ali Erginay, Béatrice Cochener, Pascale Massin
2016 J jnl
Automatic detection of referral patients due to retinal pathologies through data mining.
Medical Image Anal.
Gwenolé Quellec, Mathieu Lamard, Ali Erginay, Agnès Chabouis, Pascale Massin, Béatrice Cochener, Guy Cazuguel
2014 J jnl
Exudate detection in color retinal images for mass screening of diabetic retinopathy.
Medical Image Anal.
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
2013 J jnl
A semi-automated computer tool for the analysis of retinal vessel diameter dynamics.
Comput. Biol. Medicine
Guillaume Euvrard, Olivier Genevois, Isabelle Rivals, Pascale Massin, Amélie Collet, José-Alain Sahel, Michel Pâques
2012 B conf
A general framework for detecting diabetic retinopathy lesions in eye fundus images.
CBMS
Gwenolé Quellec, Mathieu Lamard, Béatrice Cochener, Christian Roux, Guy Cazuguel, Etienne Decencière, Bruno Laÿ, Pascale Massin
2007 J jnl
Automatic detection of microaneurysms in color fundus images.
Medical Image Anal.
Thomas Walter, Pascale Massin, Ali Erginay, Richard Ordonez, Clotilde Jeulin, Jean-Claude Klein
2002 J jnl
A Contribution of Image Processing to the Diagnosis of Diabetic Retinopathy - Detection of Exudates in Color Fundus Images of the Human Retina.
IEEE Trans. Medical Imaging
Thomas Walter, Jean-Claude Klein, Pascale Massin, Ali Erginay