Imaging Genetics

A state-of-the-art reference on imaging genetics that contains a perspective on future research challenges

Adrian Dalca (Edited by), Kayhan N. Batmanghelich (Edited by), Mert Sabuncu (Edited by), Li Shen (Edited by)

9780128139684

Paperback, published 26 September 2017

182 pages
22.9 x 15.1 x 1.3 cm, 0.32 kg

Approx.170 pages

1. Genetic correlation between cortical gray matter thickness and white matter connections 2. BoSCCA: Mining Stable Imaging and Genetic Associations with Implicit Structure Learning 3. Multi-site meta-analysis of image-wide genome-wide associations with morphometry 4. Network-based analysis for subcortical imaging measures and genetics association 5. Identification of genes in lipid metabolism associated with white matter integrity in preterm infants using the graph-guided group lasso 6. Genetic connectivity: correlated genetic control of cortical thickness, brain volume and white-matter 7. Continuous inflation analysis: a threshold-free method to estimate genetic overlap and boost power in imaging genetics 8. Bayesian Feature Selection for Ultra-high Dimensional Imaging Genetics Data 9. Classifying Schizophrenia subjects by Fusing Networks from SNPs, DNA methylation and fMRI data

Subject Areas: Computer vision [UYQV], Robotics [TJFM1]