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Multiphase Liver MRI for Identifying the Macrotrabecular-Massive Subtype of Hepatocellular Carcinoma

Radiology, 2020-06, Vol.295 (3), p.562-571

2020

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Hepatocellular carcinoma: CT texture analysis as a predictor of survival after surgical resection

European radiology, 2019-03, Vol.29 (3), p.1231-1239

2019

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Regularized Generalized Canonical Correlation Analysis

Psychometrika, 2011-04, Vol.76 (2), p.257-284

2011

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A constrained singular value decomposition method that integrates sparsity and orthogonality

PloS one, 2019-03, Vol.14 (3), p.e0211463-e0211463

2019

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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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Changes of the human skin microbiota upon chronic exposure to polycyclic aromatic hydrocarbon pollutants

Microbiome, 2020-06, Vol.8 (1), p.100-17, Article 100

2020

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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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Constructing a multiple‐part morphospace using a multiblock method

Methods in ecology and evolution, 2023-01, Vol.14 (1), p.65-76

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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Graph constrained discriminant analysis: a new method for the integration of a graph into a classification process

PloS one, 2011-10, Vol.6 (10), p.e26146-e26146

2011

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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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Regularized Generalized Canonical Correlation Analysis: A Framework for Sequential Multiblock Component Methods

Psychometrika, 2017-09, Vol.82 (3), p.737-777

2017

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Multiphase Liver MRI for Identifying the Macrotrabecular-Massive Subtype of Hepatocellular Carcinoma

Radiology, 2020-06, Vol.295 (3), p.562

2020

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AN ALTERNATIVE ESTIMATION PROCEDURE FOR PARTIAL LEAST SQUARES PATH MODELING

Behaviormetrika, 2015, Vol.42(1), pp.63-78

2015

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Parallelization scheme for canonical polyadic decomposition of large-scale high-order tensors

Signal processing, 2022-10, Vol.199, p.108610, Article 108610

2022

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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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Tensor generalized canonical correlation analysis

Information fusion, 2024-02, Vol.102, p.102045, Article 102045

2024

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Multiblock data analysis with the RGCCA package

Journal of statistical software, 2023, p.1-36

2023

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Multiway generalized canonical correlation analysis

Biostatistics (Oxford, England), 2022-01, Vol.23 (1), p.240-256

2022

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Over-optimism in bioinformatics: an illustration

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

2010

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Can dual-energy CT replace perfusion CT for the functional evaluation of advanced hepatocellular carcinoma?

European radiology, 2018-05, Vol.28 (5), p.1977-1985

2018

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A strategy for multimodal data integration: application to biomarkers identification in spinocerebellar ataxia

Briefings in bioinformatics, 2018-11, Vol.19 (6), p.1356-1369

2018

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Multiphase Liver MRI for Identifying the Macrotrabecular-Massive Subtype of Hepatocellular Carcinoma

Hepatocellular carcinoma: CT texture analysis as a predictor of survival after surgical resection

Regularized Generalized Canonical Correlation Analysis

A constrained singular value decomposition method that integrates sparsity and orthogonality

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

Changes of the human skin microbiota upon chronic exposure to polycyclic aromatic hydrocarbon pollutants

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

Constructing a multiple‐part morphospace using a multiblock method

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

Graph constrained discriminant analysis: a new method for the integration of a graph into a classification process

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

Regularized Generalized Canonical Correlation Analysis: A Framework for Sequential Multiblock Component Methods

Multiphase Liver MRI for Identifying the Macrotrabecular-Massive Subtype of Hepatocellular Carcinoma

AN ALTERNATIVE ESTIMATION PROCEDURE FOR PARTIAL LEAST SQUARES PATH MODELING

Parallelization scheme for canonical polyadic decomposition of large-scale high-order tensors

Variable selection for generalized canonical correlation analysis

Tensor generalized canonical correlation analysis

Multiblock data analysis with the RGCCA package

Multiway generalized canonical correlation analysis

Over-optimism in bioinformatics: an illustration

Can dual-energy CT replace perfusion CT for the functional evaluation of advanced hepatocellular carcinoma?

A strategy for multimodal data integration: application to biomarkers identification in spinocerebellar ataxia

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