101 citations · 127 across the 23 of their papers we have counts for
3 papers · 1 filter
CustOmics: A versatile deep-learning based strategy for multi-omics integration
Hakim Benkirane, Yoann Pradat, Stefan Michiels +1
Recent advances in high-throughput sequencing technologies have enabled the extraction of multiple features that depict patient samples at diverse and complementary molecular level…
A biology-driven deep generative model for cell-type annotation in cytometry
Quentin Blampey, Nadège Bercovici, Charles-Antoine Dutertre +4
Cytometry enables precise single-cell phenotyping within heterogeneous populations. These cell types are traditionally annotated via manual gating, but this method suffers from a l…
Analysis of the dynamics induced by a competition index in a heterogeneous population of plants: from an individual-based model to a macroscopic model
Antonin Della Noce, Paul-Henry Cournède
Competition indices are models frequently used in ecology to account for the impact of density and resource distribution on the growth of a plant population. They allow to define s…