statistics

A Wilcoxon-Mann-Whitney spatial scan statistic for functional data
A nonparametric scan method for functional data indexed in space is introduced. The associated scan statistic is derived from the …
Cite DOI HAL URL
DECONbench: a benchmarking platform dedicated to deconvolution methods for tumor heterogeneity quantification
Quantification of tumor heterogeneity is essential to better understand cancer progression and to adapt therapeutic treatments to …
Cite DOI HAL URL
Divergent clonal differentiation trajectories establish CD8+ memory T~cell heterogeneity during acute viral infections in humans
The CD8+ T cell response to an antigen is composed of many T cell clones with unique T cell receptors, together forming a heterogeneous …
Cite DOI HAL URL BiorXiv
Guidelines for cell-type heterogeneity quantification based on a comparative analysis of reference-free DNA methylation deconvolution software
Cell-type heterogeneity of tumors is a key factor in tumor progression and response to chemotherapy. Tumor cell-type heterogeneity, …
Cite DOI HAL URL
Dimension reduction for Single Cell Expression Data Analysis
Seminar of the Chromatin and cell biology team, Institute of Human Genetics (IGH), Montpellier (France)
Nov 20, 2019 09:30 — 09:30
Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis
Motivation: The development of high throughput single-cell sequencing technologies now allows the investigation of the population …
Cite DOI HAL URL arXiv software
Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis
Montpellier Bio-Informatics (MBI) meeting, Genopolys, Montpellier (France)
Sep 24, 2019 14:00 — 15:00 Genopolys, Montpellier (France)
Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis
Single-cell RNA-seq Day, INSA Toulouse, Toulouse (France)
Jul 4, 2019 13:30 — 14:30 Toulouse (France)
Sparsity and dimension reduction
Bordeaux Data Science conference, Bordeaux (France)
Apr 4, 2019 12:30 — 13:30 Bordeaux (France)
Multivariate analysis of single cell genomic expression data
Paris Single Cell Day (PASIC) 2018, Muséum National d’Histoire Naturelle de Paris, Paris (France)
Oct 4, 2018 13:00 Muséum National d'Histoire Naturelle de Paris, Paris (France)
´