Publications

Signal and Image processing

Geometry and Precision in Sentinel-1 Processing for Interferometric Applications

This thesis explores advanced techniques for processing Sentinel-1 Synthetic Aperture Radar (SAR) data and focuses on questions related to precision, geometry, and efficiency with applications to interferometry (InSAR). The first part of the thesis…

Roland Akiki

Structural Biology

Modularité et Désordre Intrinsèque : Dialogue Moléculaire de Protéines Archétypales avec leurs Partenaires Physiologiques

Most proteins are assemblies of structurally and/or functionally independent or quasi-independent modules. IDPs are proteins that manifest such properties and can be either fully disordered or accompanied by well-ordered regions. These proteins play…

Julie Ledoux

Statistics

The avatars of noise in digital images and their use in image forensics

Images serve as potent information vectors, conveying a wealth of data and insights through visual representations. Their importance in various domains cannot be overstated, as they offer unique advantages for communication, understanding, and…

Marina Paola Gardella Oddone

Physics

Improving the sea state forecasts by using local wave observations and the ensembleBMA software

The main goal of this study is to investigate if the publicly available sea state forecasts for the Aran Islands region in the Republic of Ireland can be improved. This improvement is achieved by using the combination of local scale sea state…

Tatjana Kokina, Daniel Santiago Peláez-Zapata, Thomas Brendan Murphy, Frédéric Dias

Environmental Data Science - 2023

Human health and pathology

Evaluation par InertialoLocographie de l'impact de la chirurgie du Pied Varus Équin Spastique sur la démarche des patients hémiplégiques après Accident Vasculaire Cérébral

Spastic varus equinus foot is a common and disabling complication following head injury or stroke. Neuro-orthopaedic surgical management of this complication is often necessary when medical measures fail. It is based on a combination of tendon and…

Nicolas de L Escalopier

Health

Bempedoic acid in the management of lipid disorders and cardiovascular risk. 2023 position paper of the International Lipid Expert Panel (ILEP)

Maciej Banach, Peter E Penson, Michel Farnier, Zlatko Fras, Gustavs Latkovskis, Ulrich Laufs, Francesco Paneni, Paolo Parini, Matteo Pirro, Željko Reiner, Michal Vrablik, Carlos Escobar

Progress in Cardiovascular Diseases - 2023

Machine Learning

Unsupervised learning from textual data with neural text representations

The digital era generates enormous amounts of unstructured data such as images and documents, requiring specific processing methods to extract value from them. Textual data presents an additional challenge as it does not contain numerical values…

Mira Ait Saada

Life Sciences

Identification of rhinitis phenotypes using an unsupervised approach in the Constances cohort

Unsupervised approach has been scarcely used for rhinitis in adults in population-based studies. We aimed to identify rhinitis phenotypes using this approach in the French population-based cohort Constances. Among participants answering the 2014…

Marine Savouré, Jean Bousquet, Laurent Orsi, Marcel Goldberg, Bénédicte Leynaert, Mohamed Nadif, Céline Ribet, Marie Zins, Bénédicte Jacquemin, Rachel Nadif

European Respiratory Journal - 2023

Life Sciences

Reevaluating optic nerve sheath diameter in predicting postdural puncture headache: exploring clinical implications beyond threshold values

Gabriela Osorio Cajes, Frédérik Bélot-de Saint Leger, Charlène Lefevre, Dubost Clément

Journal of Clinical Monitoring and Computing - 2023

Mathematics

Personalized One-Shot Collaborative Learning

Marie Garin, Antoine de Mathelin, Mathilde Mougeot, Nicolas Vayatis

2023 IEEE 35th International Conference on Tools with Artificial Intelligence (ICTAI) - 2023