Paul Villoutreix
Paul Villoutreix
INSERM & Turing Center for Living Systems
Verified email at - Homepage
Cited by
Cited by
Collective growth in a small cell network
JI Alsous, P Villoutreix, AM Berezhkovskii, SY Shvartsman
Current Biology 27 (17), 2670-2676. e4, 2017
Entropic effects in cell lineage tree packings
J Imran Alsous, P Villoutreix, N Stoop, SY Shvartsman, J Dunkel
Nature physics 14 (10), 1016-1021, 2018
What machine learning can do for developmental biology
P Villoutreix
Development 148 (1), dev188474, 2021
An integrated modelling framework from cells to organism based on a cohort of digital embryos
P Villoutreix, J Delile, B Rizzi, L Duloquin, T Savy, P Bourgine, R Doursat, ...
Scientific reports 6 (1), 37438, 2016
Application of 3D MAPs pipeline identifies the morphological sequence chondrocytes undergo and the regulatory role of GDF5 in this process
S Rubin, A Agrawal, J Stegmaier, S Krief, N Felsenthal, J Svorai, Y Addadi, ...
Nature communications 12 (1), 5363, 2021
Synthesizing developmental trajectories
P Villoutreix, J Andén, B Lim, H Lu, IG Kevrekidis, A Singer, ...
PLoS computational biology 13 (9), e1005742, 2017
Randomness and variability in animal embryogenesis, a multi-scale approach
P Villoutreix
Paris Descartes University, 2015
Cross-View kernel transfer
R Huusari, C Capponi, P Villoutreix, H Kadri
Pattern Recognition 129, 108759, 2022
Random triangulated surfaces with arbitrary degree distribution reveal embryonic epithelial organization
P Villoutreix
Algebraic Topology - Methods, Computation and Science 6, 2014
A probabilistic modeling of the cell lineage highlights interindividual variability in Paracentrotus lividus early development
P Villoutreix, B Rizzi, J Delile, L Duloquin, E Faure, T Savy, P Bourgine, ...
The Developmental Biology of the Sea Urchin XXII, 2014
Vers une modélisation multi-échelle de la variabilité biologique
P Villoutreix
Modéliser & Simuler. Epistémologie et pratique de la modélisation et de la …, 0
Random walk informed heterogeneity detection reveals how the lymph node conduit network influences T cells collective exploration behavior
S Song, M Senoussi, P Escande, P Villoutreix
PLoS Computational Biology 19 (5), e1011168, 2023
Towards a general framework for spatio-temporal transcriptomics
JP Lis, P Villoutreix, T Artières
LMRL Workshop-NeurIPS 2020, 2020
Partial label learning for automated classification of single-cell transcriptomic profiles
M Senoussi, T Artieres, P Villoutreix
PLOS Computational Biology 20 (4), e1012006, 2024
MOTL: enhancing multi-omics matrix factorization with transfer learning
D Hirst, M Térézol, L Cantini, P Villoutreix, M Vignes, A Baudot
bioRxiv, 2024.03. 22.586210, 2024
Bone elongation in the embryo occurs without column formation in the growth plate
S Rubin, A Agrawal, A Seewald, P Villoutreix, A Baule, E Zelzer
bioRxiv, 2023.11. 14.567062, 2023
Classification hiérarchique pour des données transcriptomiques faiblement supervisées
M Senoussi, T Artieres, P Villoutreix
Conférence sur l’Apprentissage Automatique, 2022
A quantitative framework to define normal embryonic development and its range of variation
P Villoutreix, L Duloquin, B Rizzi, E Faure, T Savy, N Peyriéras
The Developmental Biology of the Sea Urchin XXI, 2012
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