84 citations
- InsermFR6 papers
- Sorbonne UniversitéFR4 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- Université Paris CitéFR3 papers
- Centre de Recherche des CordeliersFR2 papers
- Université des Sciences, des Techniques et des Technologies de BamakoML2 papers
- Aix-Marseille UniversitéFR1 paper
- Assistance Publique – Hôpitaux de ParisFR1 paper
- Centre de Recherche Saint-AntoineFR1 paper
- Centre Hospitalier Régional Universitaire de BrestFR1 paper
- Ecole Nationale d’Ingénieurs – Abderhamane Baba TouréML1 paper
- École Normale Supérieure - PSLFR1 paper
10 papers
New Method for Injectable Quinine Quality Assurance Control Using a Multi-Spectral Microscope
A. Sow, I. Traore, T. Diallo +1
Africa is the world region that is most affected by malaria. Among the therapies used, injectable quinine is considered to be one of the effective antimalarial drug, however non-qu…
Comparison of Gaussian process regression, partial least squares, random forest and support vector machines for a near infrared calibration of paracetamol samples
Aminata Sow, Issiaka Traore, Tidiane Diallo +2
In this article, we analyze the near-infrared (NIR) spectra of fifty-eight (58) commercial tablets of 500 mg of paracetamol from different origins (that is, with different batch nu…
Preserving system activity while controlling epidemic spreading in adaptive temporal networks
Marco Mancastroppa, Alessandro Vezzani, Vittoria Colizza +1
Human behaviour strongly influences the spread of infectious diseases: understanding the interplay between epidemic dynamics and adaptive behaviours is essential to improve respons…
Variational Inference for Longitudinal Data Using Normalizing Flows
Clément Chadebec, Stéphanie Allassonnière
This paper introduces a new latent variable generative model able to handle high dimensional longitudinal data and relying on variational inference. The time dependency between the…
Mapping the ocular surface from monocular videos with an application to dry eye disease grading
Ikram Brahim, Mathieu Lamard, Anas-Alexis Benyoussef +4
With a prevalence of 5 to 50%, Dry Eye Disease (DED) is one of the leading reasons for ophthalmologist consultations. The diagnosis and quantification of DED usually rely on ocular…
Data Augmentation with Variational Autoencoders and Manifold Sampling
Clément Chadebec, Stéphanie Allassonnière
We propose a new efficient way to sample from a Variational Autoencoder in the challenging low sample size setting. This method reveals particularly well suited to perform data aug…