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Multi-omics analysis to decipher the molecular link between chronic exposure to pollution and human skin dysfunction

Scientific reports, 2021-09, Vol.11 (1), p.18302-18, Article 18302

2021

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Regularized generalized canonical correlation analysis for multiblock or multigroup data analysis

European journal of operational research, 2014-10, Vol.238 (2), p.391-403

2014

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Population transcriptogenomics highlights impaired metabolism and small population sizes in tree frogs living in the Chernobyl Exclusion Zone

BMC biology, 2023-07, Vol.21 (1), p.164-164, Article 164

2023

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Multi-omics signature of brain amyloid deposition in asymptomatic individuals at-risk for Alzheimer's disease: The INSIGHT-preAD study

EBioMedicine, 2019-09, Vol.47, p.518-528

2019

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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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The intracellular localization of ID2 expression has a predictive value in non small cell lung cancer

PloS one, 2009-01, Vol.4 (1), p.e4158-e4158

2009

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Kernel Generalized Canonical Correlation Analysis

Computational statistics & data analysis, 2015-10, Vol.90 (C), p.114-131

2015

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Variable selection for generalized canonical correlation analysis

Biostatistics (Oxford, England), 2014-07, Vol.15 (3), p.569-583

2014

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Over-optimism in bioinformatics: an illustration

Bioinformatics, 2010-08, Vol.26 (16), p.1990-1998

2010

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Mitochondrial function-associated genes underlie cortical atrophy in prodromal synucleinopathies

Brain (London, England : 1878), 2023-08, Vol.146 (8), p.3301-3318

2023

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Generative adversarial networks (GAN)-based data augmentation of rare liver cancers: The SFR 2021 Artificial Intelligence Data Challenge

Diagnostic and interventional imaging, 2023-01, Vol.104 (1), p.43-48

2023

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Dopamine denervation in the functional territories of the striatum: a new MR and atlas-based 123I-FP-CIT SPECT quantification method

Journal of Neural Transmission, 2021-12, Vol.128 (12), p.1841-1852

2021

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Lateral Temporal Lobe: An Early Imaging Marker of the Presymptomatic GRN Disease?

Journal of Alzheimer's disease, 2015-08, Vol.47 (3), p.751

2015

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Gene Association Networks from Microarray Data Using a Regularized Estimation of Partial Correlation Based on PLS Regression

IEEE/ACM transactions on computational biology and bioinformatics, 2010-04, Vol.7 (2), p.251-262

2010

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Detection of melanoma from dermoscopic images of naevi acquired under uncontrolled conditions

Skin research and technology, 2010-02, Vol.16 (1), p.85-97

2010

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Globally Sparse PLS Regression

New Perspectives in Partial Least Squares and Related Methods, p.117-127

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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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Modeling a linkage between blood transcriptional expression and activity in brain regions to infer the phenotype of schizophrenia patients

NPJ schizophrenia, 2017-09, Vol.3 (1), p.25-10, Article 25

2017

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Graph-constrained discriminant analysis of functional genomics data

2008 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2008, p.207-210

2008

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Grouping Levels of Exposure with Same Observable Effects before Class Prediction in Toxicogenomics

2008 International Conference on Biocomputation, Bioinformatics, and Biomedical Technologies, 2008, p.164-169

2008

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Multi-omics analysis to decipher the molecular link between chronic exposure to pollution and human skin dysfunction

Regularized generalized canonical correlation analysis for multiblock or multigroup data analysis

Population transcriptogenomics highlights impaired metabolism and small population sizes in tree frogs living in the Chernobyl Exclusion Zone

Multi-omics signature of brain amyloid deposition in asymptomatic individuals at-risk for Alzheimer's disease: The INSIGHT-preAD study

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

The intracellular localization of ID2 expression has a predictive value in non small cell lung cancer

Kernel Generalized Canonical Correlation Analysis

Variable selection for generalized canonical correlation analysis

Over-optimism in bioinformatics: an illustration

Mitochondrial function-associated genes underlie cortical atrophy in prodromal synucleinopathies

Generative adversarial networks (GAN)-based data augmentation of rare liver cancers: The SFR 2021 Artificial Intelligence Data Challenge

Dopamine denervation in the functional territories of the striatum: a new MR and atlas-based 123I-FP-CIT SPECT quantification method

Lateral Temporal Lobe: An Early Imaging Marker of the Presymptomatic GRN Disease?

Gene Association Networks from Microarray Data Using a Regularized Estimation of Partial Correlation Based on PLS Regression

Detection of melanoma from dermoscopic images of naevi acquired under uncontrolled conditions

Globally Sparse PLS Regression

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

Modeling a linkage between blood transcriptional expression and activity in brain regions to infer the phenotype of schizophrenia patients

Graph-constrained discriminant analysis of functional genomics data

Grouping Levels of Exposure with Same Observable Effects before Class Prediction in Toxicogenomics

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