inMTSCCA: An Integrated Multi-task Sparse Canonical Correlation Analysis for Multi-omics Brain Imaging Genetics
Lei Du, Jin Zhang, Ying Zhao, Muheng Shang, Lei Guo, Junwei Han, the Alzheimer’s Disease Neuroimaging Initiative
This paper introduces two multi-task sparse canonical correlation analysis methods to identify genetic risk factors for Alzheimer's disease by integrating multi-omics endophenotypes and their cross-associations.
Genomics Proteomics & Bioinformatics · Apr 1, 2023Peer-reviewedBioinformatics