A multi-block approach in imaging genetics

The Impact of the Observation of Predictive Features on the Diagnosis of Pigmented Skin Lesions and the therapeutic decision

Une pénalité de groupe pour des données multivoie de grande dimension

Méthodes multiblocs pour l'identification de gènes associés au vieillissement cutané chez 502 femmes caucasiennes adultes

Three-Way Generalized Canonical Correlation Analysis

Introducing group-sparsity and orthogonality constraints in RGCCA

Méthodes multiblocs pour l'identification de gènes associés au vieillissement cutané chez 502 femmes caucasiennes adultes

Discriminant Analysis for Multi-way Data

RGCCA Shiny, a graphical package for multimodal omics data analysis: application to Parkinson’s disease

Batch Effect Correction in a Confounded Scenario: a Case Study on Gene Expression of Chornobyl Tree Frogs

RGCCA with block-wise missing structure

Constructing a multiple‐part morphospace using a multiblock method

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

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

Kernel non-parametric tests of relative dependency

Hepatobiliary MR contrast agent uptake as a predictive biomarker of aggressive features on pathology and reduced recurrence-free survival in resectable hepatocellular carcinoma: comparison with dual-tracer 18F-FDG and 18F-FCH PET/CT

Multiblock analysis of omics and imaging data with variable selection

Discriminant Analysis for Multiway Data

Décomposition PARAFAC pour données longitudinales

Apprentissage dans les espaces de grande dimension : Application à la caractérisation de tumeurs noires de la peau à partir d'images

Kernel logistic PLS: a tool for supervised nonlinear dimensionality reduction and binary classification

Breaking the curse of dimensionality for coupled matrix-tensor factorization

Imaging genetics: bio-informatics and bio-statistics challenges

An Alternative Estimation Procedure For Partial Least Squares Path Modeling

Multiway Generalized Canonical Correlation Analysis

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

Méthodes multiblocs pour l'identification de gènes associés au vieillissement cutané

Multivariate haplotype analysis of 96 sulci opening for 15,612 UK-Biobank subjects

Rank-R Multiway Logistic Regression

Parallelization Scheme for Canonical Polyadic Decomposition of Large-Scale High-Order Tensors

Handling confounding factors in analyzing the transcriptomic data from Chornobyl tree frogs

Compressed-sensing-based content-driven hierarchical reconstruction: Theory and application to C-arm cone-beam tomography

Tensor generalized canonical correlation analysis

Dictionary-based tensor-train sparse coding

An efficient algorithm to satisfy l1 and l2 constraints

Multiway generalized canonical correlation analysis

Variable Selection for Generalized Canonical Correlation Analysis

Structured Variable Selection for Regularized Generalized Canonical Correlation Analysis, The Multiple Facets of Partial Least Squares and Related Methods

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

Tomographic Reconstruction with L1-Minimization Strategy for Rotational Angiography

Leveraging multi-omics data integration in the study of Chornobyl tree frogs

Nonlinear diffusion constraints for reconstructing subsampled rotational angiography data

Sparse Multiple Correspondence Analysis

Compressed Sensing Dynamic Reconstruction in Rotational Angiography

Mitochondrial function-associated genes underlie cortical atrophy in prodromal synucleinopathies

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

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

Multiblock data analysis with the RGCCA package

Missing Values in RGCCA: Algorithms and Comparisons