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Publications

Cette page présente les publications du Centre Borelli déposées sur le serveur HAL.

Affichage des publications 281 à 290 sur 1268 au total

Artificial Intelligence

Contrastive learning: an efficient Domain Adaptation strategy for 2D mammography image classification

Effective computer aided breast-cancer diagnosis models using 2D mammography images must maintain consistent performance across varying image acquisition systems and post-processing techniques. Nevertheless, Deep Learning (DL) models have shown…

Gonzalo Iñaki Quintana, Vincent Jugnon, Laurence Vancamberg, Agnès Desolneux, Mathilde Mougeot

2024 IEEE 21st International Symposium on Biomedical Imaging (ISBI) -

Mathematics

On the local geometry of the pet reconstruction problem

Intrinsic uncertainties related to the ill-posedness of the PET image reconstruction inverse problem are investigated in this work. These uncertainties could lead to instabilities in the reconstructed images in particular when Deep Learning…

Ramy Merabet, Florent Sureau, Alain Trouvé

Artificial Intelligence

Symbolic representations of time series

The objectives of this thesis are to define novel symbolic representations and distance measures that are suited for time series that can be multivariate and non-stationary. In addition, they should preserve the time information, be interpretable,…

Sylvain Combettes

Life Sciences

Weill-Marchesani syndrome: natural history and genotype-phenotype correlations from 18 news cases and review of literature

Background Weill-Marchesani syndrome (WMS) belongs to the group of acromelic dysplasias, defined by short stature, brachydactyly and joint limitations. WMS is characterised by specific ophthalmological abnormalities, although cardiovascular defects…

Pauline Marzin, Sophie Rondeau, Jean-Luc Alessandri, Klaus Dieterich, Carine Le Goff, Clémentine Mahaut, Sandra Mercier, Caroline Michot, Oana Moldovan, Gianmaria Miolo, Massimiliano Rossi, Julien Van-Gils, Christine Francannet, Matthieu Robert, Jean-Philippe Jaïs, Céline Huber, Valerie Cormier-Daire

Journal of Medical Genetics -

Life Sciences

Vitamin K Epoxide Reductase Complex–Protein Disulphide Isomerase Assemblies in the Thiol–Disulphide Exchange Reactions: Portrayal of Precursor-to-Successor Complexes

The human Vitamin K Epoxide Reductase Complex (hVKORC1), a key enzyme that converts vitamin K into the form necessary for blood clotting, requires for its activation the reducing equivalents supplied by its redox partner through thiol–disulphide…

Maxim Stolyarchuk, Marina Botnari, Luba Tchertanov

International Journal of Molecular Sciences -

Analysis of PDEs

Geodesic Tracking via New Data-Driven Connections of Cartan Type for Vascular Tree Tracking

Abstract We introduce a data-driven version of the plus Cartan connection on the homogeneous space $${\mathbb {M}}_2$$ M 2 of 2D positions and orientations. We formulate a theorem that describes all shortest and straight curves (parallel velocity…

Nicky van den Berg, Bart Smets, Gautam Pai, Jean-Marie Mirebeau, Remco Duits

Journal of Mathematical Imaging and Vision -

Life Sciences

White matter tracts and executive functions: a review of causal and correlation evidence

Abstract Executive functions are high-level cognitive processes involving abilities such as working memory/updating, set-shifting and inhibition. These complex cognitive functions are enabled by interactions among widely distributed cognitive…

Monica Ribeiro, Yordanka Nikolova Yordanova, Vincent Noblet, Guillaume Herbet, Damien Ricard

Brain - A Journal of Neurology -