Grouping Levels of Exposure with Same Observable Effects before Class Prediction in Toxicogenomics. - Vincent Guillemot; Cathy Philippe; Arthur Tenenhaus; Jérôme Rollin; Xavier Gidrol; Vincent Frouin (BIOTECHNO, 2008)

Kernel Generalized Canonical Correlation Analysis. - Arthur Tenenhaus; Cathy Philippe; Vincent Frouin (Comput. Stat. Data Anal., 2015)

A study of feasibility for genome-wide haplotype association of complex traits in imaging genetics. - Slim Karkar; Yann Le Guen; Cathy Philippe; Claire Dandine-Roulland; Morgane Pierre-Jean; Jean-François Mangin; Edith Le Floch; Vincent Frouin (BIBM, 2018)

Can Structural MRI Radiomics Predict DIPG Histone H3 Mutation and Patient Overall Survival at Diagnosis Time? - Jessica Goya-Outi; Raphael Calmon; Fanny Orlhac; Cathy Philippe; Nathalie Boddaert; Stéphanie Puget; Irène Buvat; Vincent Frouin; Jacques Grill; Frédérique Frouin (BHI, 2019)

Heritability of surface area and cortical thickness: a comparison between the Human Connectome Project and the UK Biobank dataset. - Yann Le Guen; Slim Karkar; Antoine Grigis; Cathy Philippe; Jean-François Mangin; Vincent Frouin (ISBI, 2019)

Network Regularization in Imaging Genetics Improves Prediction Performances and Model Interpretability on Alzheimer's Disease. - Nicolas Guigui; Cathy Philippe; Arnaud Gloaguen; Slim Karkar; Vincent Guillemot; Tommy Löfstedt; Vincent Frouin (ISBI, 2019)

Multivariate Haplotype Analysis Of 96 Sulci Opening For 15, 612 UK-Biobank Sujects. - Slim Karkar; Arnaud Gloaguen; Yann Le Guen; Morgane Pierre-Jean; Claire Dandine-Roulland; Edith Le Floch; Cathy Philippe; Arthur Tenenhaus; Vincent Frouin (ISBI, 2019)

Prediction Performance of Radiomic Features When Obtained using an Object Detection Framework. - Hamza Chegraoui; Amine Rebei; Cathy Philippe; Vincent Frouin (ISBI, 2021)

Contribution Of Imaging-Genetics To Overall Survival Prediction Compared To Clinical Status For Pcnsl Patients. - Amine Rebei; Agusti Alentorn; Hamza Chegraoui; Vincent Frouin; Cathy Philippe (ISBI, 2021)

The genetic architecture of language functional connectivity. - Yasmina Mekki; Vincent Guillemot; Hervé Lemaître; Amaia Carrión-Castillo; Stephanie J. Forkel; Vincent Frouin; Cathy Philippe (NeuroImage, 2022)

Genetic variations within human gained enhancer elements affect human brain sulcal morphology. - Hervé Lemaître; Yann Le Guen; Amanda K. Tilot; Jason L. Stein; Cathy Philippe; Jean-François Mangin; Simon E. Fisher; Vincent Frouin (NeuroImage, 2023)

Integrating multiomics and prior knowledge: a study of the Graphnet penalty impact. - Hamza Chegraoui; Vincent Guillemot; Amine Rebei; Arnaud Gloaguen; Jacques Grill; Cathy Philippe; Vincent Frouin (Bioinform., 2023)