Article
Integrating Imaging Genomic Data in the Quest for Biomarkers of Schizophrenia Disease.
IEEE/ACM transactions on computational biology and bioinformatics - 1 Jan 2018
Su-Ping Deng, Wenxing Hu, Calhoun Vince D, Yu-Ping Wang
Abstract excerpt
It's increasingly important but difficult to determine potential biomarkers of schizophrenia (SCZ) disease, owing to the complex pathophysiology of this disease. In this study, a network-fusion based framework was proposed to identify genetic biomarkers of the SCZ disease. A three-step feature selection was applied to single nucleotide polymorphisms (SNPs), DNA methylation, and functional magnetic resonance...
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