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Works (15)

The Fate of a Polygenic Phenotype Within the Genomic Landscapes of Introgression in the European Seabass Hybrid Zone

Molecular Biology and Evolution
2024-09-04 | Journal article
DOI: 10.1093/molbev/msae194
Contributors: Maeva Leitwein; Ghislain Durif; Emilie Delpuech; Pierre-Alexandre Gagnaire; Bruno Ernande; Marc Vandeputte; Alain Vergnet; Maud Duranton; Frederic Clota; François Allal et al.
Source: check_circle
Crossref

Noninvasive prenatal diagnosis of genetic diseases induced by triplet repeat expansion by linked read haplotyping and Bayesian approach

Scientific Reports
2022-12 | Journal article
DOI: 10.1038/s41598-022-15307-2
HAL: hal-03716132
Contributors: C. Liautard-Haag; G. Durif; C. Vangoethem; D. Baux; A. Louis; L. Cayrefourcq; M. Lamairia; M. Willems; C. Zordan; V. Dorian et al.
Source: Self-asserted source
Ghislain DURIF via HAL

A median test for functional data

2022-05-11 | Working paper
HAL: hal-03560362
Contributors: Zaineb Smida; Lionel Cucala; Ali Gannoun; Ghislain Durif
Source: Self-asserted source
Ghislain DURIF via HAL

A median test for functional data

Journal of Nonparametric Statistics
2022-04-29 | Journal article
DOI: 10.1080/10485252.2022.2064997
DOI: 10.1080/10485252.2022.2064997
HAL: hal-03658578
Contributors: Zaineb Smida; Lionel Cucala; Ali Gannoun; Ghislain Durif
Source: Self-asserted source
Ghislain DURIF via HAL

A Wilcoxon-Mann-Whitney spatial scan statistic for functional data

Computational Statistics and Data Analysis
2022-03 | Journal article
DOI: 10.1016/j.csda.2021.107378
HAL: hal-03412009
Contributors: Zaineb Smida; Lionel Cucala; Ali Gannoun; Ghislain Durif
Source: Self-asserted source
Ghislain DURIF via HAL

Divergent clonal differentiation trajectories establish CD8+ memory T cell heterogeneity during acute viral infections in humans

Cell Reports
2021 | Journal article
DOI: 10.1016/j.celrep.2021.109174
DOI: 10.1016/j.celrep.2021.109174
HAL: hal-03345357
Contributors: Jeff Mold; Laurent Modolo; Joanna Hård; Margherita Zamboni; Anton J.M. Larsson; Moa Stenudd; Carl-Johan Eriksson; Ghislain Durif; Patrik Ståhl; Erik Borgström et al.
Source: Self-asserted source
Ghislain DURIF via HAL

Kernel Operations on the GPU, with Autodiff,without Memory Overflows

Journal of Machine Learning Research
2021 | Journal article
HAL: hal-02517462
Contributors: Benjamin Charlier; Jean Feydy; Joan Glaunès; François-David Collin; Ghislain Durif
Source: Self-asserted source
Ghislain DURIF via HAL

DECONbench: a benchmarking platform dedicated to deconvolution methods for tumor heterogeneity quantification

BMC Bioinformatics
2021-12 | Journal article
DOI: 10.1186/s12859-021-04381-4
DOI: 10.1186/s12859-021-04381-4
HAL: hal-03372668
PMID: 34600479
Contributors: Clémentine Decamps; Alexis Arnaud; Florent Petitprez; Mira Ayadi; Aurélia Baurès; Lucile Armenoult; Sergio Escalera; Isabelle Guyon; Rémy Nicolle; Richard Tomasini et al.
Source: Self-asserted source
Ghislain DURIF via HAL

Statistique de balayage spatial non paramétrique pour données fonctionnelles

2021-12-08 | Conference paper
HAL: hal-03476841
Contributors: Zaineb Smida; Lionel Cucala; Ali Gannoun; Ghislain Durif
Source: Self-asserted source
Ghislain DURIF via HAL

Extending Approximate Bayesian Computation with Supervised Machine Learning to infer demographic history from genetic polymorphisms using DIYABC Random Forest

Molecular Ecology Resources
2021-11 | Journal article
DOI: 10.1111/1755-0998.13413
DOI: 10.1111/1755-0998.13413
HAL: hal-03229207
PMID: 33950563
Contributors: François‐david Collin; Ghislain Durif; Louis Raynal; Eric Lombaert; Mathieu Gautier; Renaud Vitalis; Jean-Michel Marin; Arnaud Estoup
Source: Self-asserted source
Ghislain DURIF via HAL

Guidelines for cell-type heterogeneity quantification based on a comparative analysis of reference-free DNA methylation deconvolution software

BMC Bioinformatics
2020-12 | Journal article
DOI: 10.1186/s12859-019-3307-2
DOI: 10.1186/s12859-019-3307-2
HAL: hal-03012777
Contributors: Clémentine Decamps; Florian Privé; Raphael Bacher; Daniel Jost; Arthur Waguet; Hadaca Consortium; Eugene Andres Houseman; Eugene Lurie; Pavlo Lutsik; Aleksandar Milosavljevic et al.
Source: Self-asserted source
Ghislain DURIF via HAL

Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis

Bioinformatics
2019-10-15 | Journal article
DOI: 10.1093/bioinformatics/btz177
HAL: hal-01649275
ARXIV: 1710.11028
ARXIV: 1710.11028
Contributors: Ghislain Durif; Laurent Modolo; Jeff Mold; Sophie Lambert-Lacroix; Franck Picard
Source: Self-asserted source
Ghislain DURIF via HAL

Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis

2018-04 | Conference paper
HAL: hal-01962030
Contributors: Ghislain Durif; Laurent Modolo; Jeff Mold; Sophie Lambert-Lacroix; Franck Picard
Source: Self-asserted source
Ghislain DURIF via HAL

High Dimensional Classification with combined Adaptive Sparse PLS and Logistic Regression

Bioinformatics
2018-02-01 | Journal article
DOI: 10.1093/bioinformatics/btx571
HAL: hal-01587360
ARXIV: 1502.05933
ARXIV: 1502.05933
Contributors: Ghislain Durif; Laurent Modolo; Jakob Michaelsson; Jeff Mold; Sophie Lambert-Lacroix; Franck Picard
Source: Self-asserted source
Ghislain DURIF via HAL

Multivariate analysis of high-throughput sequencing data

2016-12-13 | Dissertation or Thesis
HAL: tel-01581175
Contributors: Ghislain Durif
Source: Self-asserted source
Ghislain DURIF via HAL
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