3 papers
cs.LG2025
MODIS: Multi-Omics Data Integration for Small and unpaired datasets
Daniel Lepe-Soltero, Thierry Artières, Anaïs Baudot +1
An important objective in computational biology is the efficient integration of multi-omics data. The task of integration comes with challenges: multi-omics data are most often unp…
q-bio.GN2024
Hierarchical novel class discovery for single-cell transcriptomic profiles
Malek Senoussi, Thierry Artières, Paul Villoutreix
One of the major challenges arising from single-cell transcriptomics experiments is the question of how to annotate the associated single-cell transcriptomic profiles. Because of t…
cs.SI2022
Random walk informed community detection reveals heterogeneities in the lymph node conduits network
Solène Song, Malek Senoussi, Paul Escande +1
Random walks on networks are widely used to model stochastic processes such as search strategies, transportation problems or disease propagation. A prominent example of such proces…