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Clustering and variable selection evaluation of 13 unsupervised methods for multi-omics data integration

Briefings in bioinformatics, 2020-12, Vol.21 (6), p.2011-2030

2020

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Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares

NeuroImage (Orlando, Fla.), 2012-10, Vol.63 (1), p.11-24

2012

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Circulating plasma proteins and new-onset diabetes in a population-based study: proteomic and genomic insights from the STANISLAS cohort

European journal of endocrinology, 2020-09, Vol.183 (3), p.285

2020

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Genome-wide haplotype association study in imaging genetics using whole-brain sulcal openings of 16,304 UK Biobank subjects

European journal of human genetics : EJHG, 2021-09, Vol.29 (9), p.1424-1437

2021

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Association and performance of polygenic risk scores for breast cancer among French women presenting or not a familial predisposition to the disease

European journal of cancer (1990), 2023-01, Vol.179, p.76-86

2023

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Exploring the Link Between Additive Heritability and Prediction Accuracy From a Ridge Regression Perspective

Frontiers in genetics, 2020-11, Vol.11, p.581594-581594

2020

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Region-specific expression of young small-scale duplications in the human central nervous system

BMC ecology and evolution, 2021-04, Vol.21 (1), p.59-12, Article 59

2021

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Weak Association Between Genetic Markers of Hyperuricemia and Cardiorenal Outcomes: Insights From the STANISLAS Study Cohort With a 20-Year Follow-Up

Journal of the American Heart Association, 2022-05, Vol.11 (9), p.e023301-e023301

2022

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Fatty acid desaturase genetic variations and dietary omega-3 fatty acid intake associate with arterial stiffness

European heart journal open, 2022-03, Vol.2 (2), p.oeac016-oeac016

2022

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A Multimodal Omics Exploration of the Motor and Non-Motor Symptoms of Parkinson’s Disease

International journal of translational medicine, 2022-03, Vol.2 (1), p.97-112

2022

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Impact of natriuretic peptide polymorphisms on diastolic and metabolic function in a populational cohort: insights from the STANISLAS cohort

ESC Heart Failure, 2022-02, Vol.9 (1), p.729-739

2022

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PIntMF: Penalized Integrative Matrix Factorization method for multi-omics data

Bioinformatics, 2022-01, Vol.38 (4), p.900-907

2022

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Shared Heritability of Blood Pressure and Pulse Wave Velocity: Insights From the STANISLAS Cohort

Hypertension (Dallas, Tex. 1979), 2023-07, Vol.80 (7), p.1526-1533

2023

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Quantify Genomic Heritability Through a Prediction Measure

Human heredity, 2018-06, Vol.83 (1), p.7

2018

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Evaluating Workflow Management Systems: A Bioinformatics Use Case

2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2018, p.2773-2775

2018

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IEEE_Xplore

Layer myocardial strain is the most heritable echocardiographic trait

European heart journal cardiovascular imaging, 2023-09, Vol.24 (10), p.1394-1403

2023

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Where are the missing gene defects in inherited retinal disorders? Intronic and synonymous variants contribute at least to 4% of CACNA1F‐mediated inherited retinal disorders

Human mutation, 2019-06, Vol.40 (6), p.765-787

2019

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A study of feasibility for genome-wide haplotype association of complex traits in imaging genetics

2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2018, p.2764-2766

2018

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IEEE_Xplore

Heritability of a resting heart rate in a 20-year follow-up family cohort with GWAS data: Insights from the STANISLAS cohort

European journal of preventive cardiology, 2021-10, Vol.28 (12), p.1334

2021

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Toxoplasma gondii exposure may modulate the influence of TLR2 genetic variation on bipolar disorder: a gene–environment interaction study

International Journal of Bipolar Disorders, 2016-05, Vol.4 (1), p.11-11, Article 11

2016

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Voxelwise Multivariate Statistics and Brain-Wide Machine Learning Using the Full Diffusion Tensor

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2011, 2011, Vol.14 (Pt 2), p.9-16

2011

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Dimension Reduction and Regularization Combined with Partial Least Squares in High Dimensional Imaging Genetics Studies

New Perspectives in Partial Least Squares and Related Methods, p.147-158

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Maintenance darunavir/ritonavir monotherapy to prevent perinatal HIV transmission, ANRS-MIE 168 MONOGEST study

Journal of antimicrobial chemotherapy, 2023-07, Vol.78 (7), p.1711-1722

2023

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Red blood cell alloimmunisation in sickle cell disease patients in the Democratic Republic of the Congo

Transfusion medicine (Oxford, England), 2023-04, Vol.33 (2), p.137-146

2023

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Clustering and variable selection evaluation of 13 unsupervised methods for multi-omics data integration

Identification of risk loci for primary aldosteronism in genome-wide association studies

Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares

Circulating plasma proteins and new-onset diabetes in a population-based study: proteomic and genomic insights from the STANISLAS cohort

Genome-wide haplotype association study in imaging genetics using whole-brain sulcal openings of 16,304 UK Biobank subjects

Association and performance of polygenic risk scores for breast cancer among French women presenting or not a familial predisposition to the disease

Exploring the Link Between Additive Heritability and Prediction Accuracy From a Ridge Regression Perspective

Region-specific expression of young small-scale duplications in the human central nervous system

Weak Association Between Genetic Markers of Hyperuricemia and Cardiorenal Outcomes: Insights From the STANISLAS Study Cohort With a 20-Year Follow-Up

Fatty acid desaturase genetic variations and dietary omega-3 fatty acid intake associate with arterial stiffness

A Multimodal Omics Exploration of the Motor and Non-Motor Symptoms of Parkinson’s Disease

Impact of natriuretic peptide polymorphisms on diastolic and metabolic function in a populational cohort: insights from the STANISLAS cohort

PIntMF: Penalized Integrative Matrix Factorization method for multi-omics data

Shared Heritability of Blood Pressure and Pulse Wave Velocity: Insights From the STANISLAS Cohort

Quantify Genomic Heritability Through a Prediction Measure

Evaluating Workflow Management Systems: A Bioinformatics Use Case

Layer myocardial strain is the most heritable echocardiographic trait

Where are the missing gene defects in inherited retinal disorders? Intronic and synonymous variants contribute at least to 4% of CACNA1F‐mediated inherited retinal disorders

A study of feasibility for genome-wide haplotype association of complex traits in imaging genetics

Heritability of a resting heart rate in a 20-year follow-up family cohort with GWAS data: Insights from the STANISLAS cohort

Toxoplasma gondii exposure may modulate the influence of TLR2 genetic variation on bipolar disorder: a gene–environment interaction study

Voxelwise Multivariate Statistics and Brain-Wide Machine Learning Using the Full Diffusion Tensor

Dimension Reduction and Regularization Combined with Partial Least Squares in High Dimensional Imaging Genetics Studies

Maintenance darunavir/ritonavir monotherapy to prevent perinatal HIV transmission, ANRS-MIE 168 MONOGEST study

Red blood cell alloimmunisation in sickle cell disease patients in the Democratic Republic of the Congo

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