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Loop profile: 1422479

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Employment (3)

INRA Centre de Toulouse Midi-Pyrénées: Castanet Tolosan, Midi-Pyrénées, FR

2014-02-01 to present | Chargée de Recherche (Unité MIAT)
Employment
Source: Self-asserted source
Nathalie Vialaneix

Université de Perpignan Via Domitia: Perpignan, FR

2006-09-01 to 2014-01-31 | MCF (IUT de Perpignan, Département STiD)
Employment
Source: Self-asserted source
Nathalie Vialaneix

University of Toulouse II - Le Mirail: Toulouse, FR

2000-09-01 to 2006-08-31 | PRAG
Employment
Source: Self-asserted source
Nathalie Vialaneix

Works (14)

A comprehensive review and benchmark of differential analysis tools for Hi-C data

Briefings in Bioinformatics
2025-03-04 | Journal article
DOI: 10.1093/bib/bbaf074
Contributors: Elise Jorge; Sylvain Foissac; Pierre Neuvial; Matthias Zytnicki; Nathalie Vialaneix
Source: check_circle
Crossref

NMFProfiler: a multi-omics integration method for samples stratified in groups

Bioinformatics
2025-02-04 | Journal article
DOI: 10.1093/bioinformatics/btaf066
Contributors: Aurélie Mercadié; Éléonore Gravier; Gwendal Josse; Isabelle Fournier; Cécile Viodé; Nathalie Vialaneix; Céline Brouard; Jianlin Cheng
Source: check_circle
Crossref

RNA-seq data of pig placenta and endometrium during late gestation

Data in Brief
2024-12 | Journal article
DOI: 10.1016/j.dib.2024.111178
Contributors: Sarah Maman-Haddad; Laure Gress; Amandine Suin; Nathalie Vialaneix; Agnès Bonnet
Source: check_circle
Crossref

A random forest approach for interval selection in functional regression

Statistical Analysis and Data Mining: The ASA Data Science Journal
2024-08 | Journal article
DOI: 10.1002/sam.11705
Contributors: Rémi Servien; Nathalie Vialaneix
Source: check_circle
Crossref

A two-sample tree-based test for hierarchically organized genomic signals

Journal of the Royal Statistical Society Series C: Applied Statistics
2024-06-14 | Journal article
DOI: 10.1093/jrsssc/qlae011
Contributors: Pierre Neuvial; Nathanaël Randriamihamison; Marie Chavent; Sylvain Foissac; Nathalie Vialaneix
Source: check_circle
Crossref

BEST4+ cells in the intestinal epithelium

American Journal of Physiology-Cell Physiology
2024-05-01 | Journal article
DOI: 10.1152/ajpcell.00042.2024
Contributors: Tania Malonga; Nathalie Vialaneix; Martin Beaumont
Source: check_circle
Crossref

Should we really use graph neural networks for transcriptomic prediction?

Briefings in Bioinformatics
2024-01-22 | Journal article
DOI: 10.1093/bib/bbae027
Contributors: Céline Brouard; Raphaël Mourad; Nathalie Vialaneix
Source: check_circle
Crossref

Feature selection for kernel methods in systems biology

NAR Genomics and Bioinformatics
2022-01-13 | Journal article
DOI: 10.1093/nargab/lqac014
Contributors: Céline Brouard; Jérôme Mariette; Rémi Flamary; Nathalie Vialaneix
Source: check_circle
Crossref

Network Analyses Reveal Negative Link Between Changes in Adipose Tissue GDF15 and BMI During Dietary-induced Weight Loss

The Journal of Clinical Endocrinology & Metabolism
2022-01-01 | Journal article
DOI: 10.1210/clinem/dgab621
Contributors: Alyssa Imbert; Nathalie Vialaneix; Julien Marquis; Julie Vion; Aline Charpagne; Sylviane Metairon; Claire Laurens; Cedric Moro; Nathalie Boulet; Ondine Walter et al.
Source: check_circle
Crossref

Joint automatic metabolite identification and quantification of a set of1H NMR spectra

2020-10-09 | Preprint
DOI: 10.1101/2020.10.08.331090
Contributors: Gaëlle Lefort; Laurence Liaubet; Nathalie Marty-Gasset; Cécile Canlet; Nathalie Vialaneix; Rémi Servien
Source: check_circle
Crossref

The maturity in fetal pigs using a multi-fluid metabolomic approach

2020-03-15 | Preprint
DOI: 10.1101/2020.03.13.990564
Contributors: Gaëlle Lefort; Rémi Servien; Hélène Quesnel; Yvon Billon; Laurianne Canario; Nathalie Iannuccelli; Cécile Canlet; Alain Paris; Nathalie Vialaneix; Laurence Liaubet
Source: check_circle
Crossref

Adjacency-constrained hierarchical clustering of a band similarity matrix with application to genomics

Algorithms for Molecular Biology
2019-12 | Journal article
DOI: 10.1186/s13015-019-0157-4
Contributors: Christophe Ambroise; Alia Dehman; Pierre Neuvial; Guillem Rigaill; Nathalie Vialaneix
Source: check_circle
Crossref

Interpretable sparse SIR for functional data

Statistics and Computing
2019-03 | Journal article
DOI: 10.1007/s11222-018-9806-6
Contributors: Victor Picheny; Rémi Servien; Nathalie Villa-Vialaneix
Source: check_circle
Crossref

Unsupervised multiple kernel learning for heterogeneous data integration

2017-05-18 | Preprint
DOI: 10.1101/139287
Contributors: Jérôme Mariette; Nathalie Villa-Vialaneix
Source: check_circle
Crossref

Peer review (2 reviews for 2 publications/grants)

Review activity for BMC bioinformatics (1)
Review activity for PloS one. (1)
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