output
20102025
most citedPIntMF: Penalized Integrative Matrix Factorization Method for Multi-Omics Data

17 citations

6 papers

q-bio.QM2025

Unsupervised detection and fitness estimation of emerging SARS-CoV-2 variants. Application to wastewater samples (ANRS0160)

Alexandra Lefebvre, Vincent Maréchal, Arnaud Gloaguen +3

Repeated waves of emerging variants during the SARS-CoV-2 pandemics have highlighted the urge of collecting longitudinal genomic data and developing statistical methods based on ti…

q-bio.NC2023★ 10 cited

Risperidone response in patients with schizophrenia drives DNA methylation changes in immune and neuronal systems

Ana Lokmer, Charanraj Goud Alladi, Réjane Troudet +9

Background: The choice of efficient antipsychotic therapy for schizophrenia relies on a time-consuming trial-and-error approach, whereas the social and economic burdens of the dise…

q-bio.QM2022★ 4 cited

Integrative omics framework for characterization of coral reef ecosystems from the Tara Pacific expedition

Caroline Belser, Julie Poulain, Karine Labadie +33

Coral reef science is a fast-growing field propelled by the need to better understand coral health and resilience to devise strategies to slow reef loss resulting from environmenta…

stat.ME2021★ 17 cited

PIntMF: Penalized Integrative Matrix Factorization Method for Multi-Omics Data

Morgane Pierre-Jean, Florence Mauger, Jean-François Deleuze +1

It is more and more common to explore the genome at diverse levels and not only at a single omic level. Through integrative statistical methods, omics data have the power to reveal…

stat.ME2020

High heritability does not imply accurate prediction under the small additive effects hypothesis

Arthur Frouin, Claire Dandine-Roulland, Morgane Pierre-Jean +3

Genome-Wide Association Studies (GWAS) explain only a small fraction of heritability for most complex human phenotypes. Genomic heritability estimates the variance explained by the…

cs.CR2010★ 2 cited

Integrating identity-based cryptography in IMS service authentication

Mohamed Abid, Songbo Song, Hassnaa Moustafa +1

Nowadays, the IP Multimedia Subsystem (IMS) is a promising research field. Many ongoing works related to the security and the performances of its employment are presented to the re…