Machine Learning and Deep Learning Applications in Metagenomic Taxonomy and Functional Annotation

por Mathieu, Alban, Leclercq, Mickael, Sanabria, Melissa, Perin, Olivier, Droit, Arnaud
Publicado 2022

Integration strategies of multi-omics data for machine learning analysis

por Picard, Milan, Scott-Boyer, Marie-Pier, Bodein, Antoine, Périn, Olivier, Droit, Arnaud
Publicado 2021

GWENA: gene co-expression networks analysis and extended modules characterization in a single Bioconductor package

por Lemoine, Gwenaëlle G., Scott-Boyer, Marie-Pier, Ambroise, Bathilde, Périn, Olivier, Droit, Arnaud
Publicado 2021

Interpretation of network-based integration from multi-omics longitudinal data

por Bodein, Antoine, Scott-Boyer, Marie-Pier, Perin, Olivier, Lê Cao, Kim-Anh, Droit, Arnaud
Publicado 2021

Overview of methods for characterization and visualization of a protein–protein interaction network in a multi-omics integration context

por Robin, Vivian, Bodein, Antoine, Scott-Boyer, Marie-Pier, Leclercq, Mickaël, Périn, Olivier, Droit, Arnaud
Publicado 2022

HCK and ABAA: A Newly Designed Pipeline to Improve Fungi Metabarcoding Analysis

por Mlaga, Kodjovi D., Mathieu, Alban, Beauparlant, Charles Joly, Ott, Alban, Khodr, Ahmad, Perin, Olivier, Droit, Arnaud
Publicado 2021

Large-Scale Automatic Feature Selection for Biomarker Discovery in High-Dimensional OMICs Data

por Leclercq, Mickael, Vittrant, Benjamin, Martin-Magniette, Marie Laure, Scott Boyer, Marie Pier, Perin, Olivier, Bergeron, Alain, Fradet, Yves, Droit, Arnaud
Publicado 2019

Advances in Microbiome-Derived Solutions and Methodologies Are Founding a New Era in Skin Health and Care

por Gueniche, Audrey, Perin, Olivier, Bouslimani, Amina, Landemaine, Leslie, Misra, Namita, Cupferman, Sylvie, Aguilar, Luc, Clavaud, Cécile, Chopra, Tarun, Khodr, Ahmad
Publicado 2022