Publications

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

A Data Set for Fall Detection with Smart Floor Sensors

Charles Truong, Mounir Atiq, Ludovic Minvielle, Renan Serra, Mathilde Mougeot, Nicolas Vayatis

Image Processing On Line - 2023

Mathematics

Fast Chromatic Aberration Correction with 1D Filters

Thomas Eboli

Image Processing On Line - 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

Mathematics

Cyberbullying Detection on tweets from Twitter using Machine Learning Algorithms

Thibaut Balet, Quôoc Vo, Osman Salem, Ahmed Mehaoua

2023 International Conference on Intelligent Computing, Communication, Networking and Services (ICCNS) - 2023

Life Sciences

Retinal stroke: research models, targets and experimental drugs

Alejandra Daruich, Matthieu Robert, Marta Zola, Alexandre Matet, Dominique Bremond-Gignac

Expert Opinion on Investigational Drugs - 2023

Life Sciences

Intravitreal Glioma in a Boy Aged 7 Years

This case report discusses a diagnosis of intravitreal glioma in a boy aged 7 years with neurofibromatosis type 1.

Alexandre Dentel, Dominique Bremond-Gignac, Matthieu Robert

JAMA Ophthalmology - 2023

Life Sciences

Optical Coherence Tomography Angiography Assessment in Congenital Aniridia

Alexandre Dentel, Marco Ferrari, Matthieu Robert, Sophie Valleix, Dominique Bremond-Gignac, Alejandra Daruich

American Journal of Ophthalmology - 2023