Imaging Genetics: Bio-Informatics and Bio-Statistics Challenges

DOI10.1007/978-3-7908-2604-3_9zbMath1436.62617OpenAlexW21579413MaRDI QIDQ3298453

Arthur Tenenhaus, Christophe Lalanne, Jean-Baptiste Poline, Bertrand Thirion, Vincent Frouin, Édouard Duchesnay

Publication date: 14 July 2020

Published in: Proceedings of COMPSTAT'2010 (Search for Journal in Brave)

Full work available at URL: https://hal.inria.fr/inria-00523236/file/229_paper.pdf

zbMATH Keywords

partial least squaresneuroimaginggenome wide analyses

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Applications of statistics to biology and medical sciences; meta analysis (62P10)

Uses Software

• mixOmics

Cites Work

• Regularized generalized canonical correlation analysis
• Multiple testing procedures with applications to genomics.
• A Sparse PLS for Variable Selection when Integrating Omics Data
• Detecting activation in fMRI data

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