Zobrazeno 1 - 10
of 2 639
pro vyhledávání: '"P. Massin"'
LaTiM: Longitudinal representation learning in continuous-time models to predict disease progression
Autor:
Zeghlache, Rachid, Conze, Pierre-Henri, Daho, Mostafa El Habib, Li, Yihao, Boité, Hugo Le, Tadayoni, Ramin, Massin, Pascal, Cochener, Béatrice, Rezaei, Alireza, Brahim, Ikram, Quellec, Gwenolé, Lamard, Mathieu
This work proposes a novel framework for analyzing disease progression using time-aware neural ordinary differential equations (NODE). We introduce a "time-aware head" in a framework trained through self-supervised learning (SSL) to leverage temporal
Externí odkaz:
http://arxiv.org/abs/2404.07091
Autor:
Zeghlache, Rachid, Conze, Pierre-Henri, Daho, Mostafa El Habib, Li, Yihao, Rezaei, Alireza, Boité, Hugo Le, Tadayoni, Ramin, Massin, Pascal, Cochener, Béatrice, Brahim, Ikram, Quellec, Gwenolé, Lamard, Mathieu
Pre-training strategies based on self-supervised learning (SSL) have proven to be effective pretext tasks for many downstream tasks in computer vision. Due to the significant disparity between medical and natural images, the application of typical SS
Externí odkaz:
http://arxiv.org/abs/2403.16272
Publikováno v:
Advanced Modeling and Simulation in Engineering Sciences, Vol 4, Iss 1, Pp 1-51 (2017)
Abstract This paper presents a robust enrichment strategy to model weak and strong discontinuities as well as cracks for industrial applications. First, numerical issues encountered with popular extended finite element approximation spaces are pointe
Externí odkaz:
https://doaj.org/article/983193ea4e844eb0b9c315b36fa37d0f
Autor:
Edenhofer, Gordian, Frank, Philipp, Roth, Jakob, Leike, Reimar H., Guerdi, Massin, Scheel-Platz, Lukas I., Guardiani, Matteo, Eberle, Vincent, Westerkamp, Margret, Enßlin, Torsten A.
Publikováno v:
Journal of Open Source Software, volume 9(98), year 2024, page 6593
Imaging is the process of transforming noisy, incomplete data into a space that humans can interpret. NIFTy is a Bayesian framework for imaging and has already successfully been applied to many fields in astrophysics. Previous design decisions held t
Externí odkaz:
http://arxiv.org/abs/2402.16683
Autor:
Zeghlache, Rachid, Conze, Pierre-Henri, Daho, Mostafa El Habib, Li, Yihao, Boité, Hugo Le, Tadayoni, Ramin, Massin, Pascal, Cochener, Béatrice, Brahim, Ikram, Quellec, Gwenolé, Lamard, Mathieu
Publikováno v:
Predictive Intelligence in Medicine. PRIME 2023. Part of the Lecture Notes in Computer Science book series (LNCS,volume 14277)
Longitudinal analysis in medical imaging is crucial to investigate the progressive changes in anatomical structures or disease progression over time. In recent years, a novel class of algorithms has emerged with the goal of learning disease progressi
Externí odkaz:
http://arxiv.org/abs/2310.10431
Autor:
Zeghlache, Rachid, Conze, Pierre-Henri, Daho, Mostafa El Habib, Li, Yihao, boite, Hugo Le, Tadayoni, Ramin, Massin, Pascal, Cochener, Béatrice, Brahim, Ikram, Quellec, Gwenolé, Lamard, Mathieu
Publikováno v:
Machine Learning in Medical Imaging. MLMI 2023
Longitudinal imaging is able to capture both static anatomical structures and dynamic changes in disease progression toward earlier and better patient-specific pathology management. However, conventional approaches rarely take advantage of longitudin
Externí odkaz:
http://arxiv.org/abs/2310.10420
Autor:
Joanne Thanh-Tâm Nguyen, Marie-Amélie Barbet-Massin, Emilie Pupier, Alice Larroumet, Laurène Bosc, Marie Michelet, Maud Monsaingeon-Henry, Blandine Gatta-Cherifi
Publikováno v:
Obesity Facts, Pp 1-5 (2024)
Introduction: Extreme obesity (BMI ≥50 kg/m2) is a complex pathology to treat. One of the complications of extreme obesity is massive localized lymphedema (MLL), due to compromised lymphatic drainage. There is a lack of literature guiding the medic
Externí odkaz:
https://doaj.org/article/3e7ec926ceec48718454f7e532dcaa0e
Publikováno v:
Earth, Planets and Space, Vol 76, Iss 1, Pp 1-14 (2024)
Abstract Seismic monitoring matters both for research and for populations living in areas of seismic hazard; however, it comes with a cost that is not fully affordable for developing countries. Compared to classical approaches with very quiet sites a
Externí odkaz:
https://doaj.org/article/e38a5b2f9f604819b84e33e7c531b1e5
Autor:
Zeghlache, Rachid, Conze, Pierre-Henri, Daho, Mostafa El Habib, Tadayoni, Ramin, Massin, Pascal, Cochener, Béatrice, Quellec, Gwenolé, Lamard, Mathieu
Longitudinal imaging is able to capture both static anatomical structures and dynamic changes in disease progression towards earlier and better patient-specific pathology management. However, conventional approaches for detecting diabetic retinopathy
Externí odkaz:
http://arxiv.org/abs/2209.00915
Autor:
Gregoire Ciais, Valentin Massin, Mohamed Abdellaoui, Javier Ricon, Maxime Antoni, Pierre Laumonerie
Publikováno v:
JSES International, Vol 8, Iss 6, Pp 1333-1334 (2024)
Externí odkaz:
https://doaj.org/article/541d7c13048e4615940164d16f96bd5f