Adrian Dalca,
Kayhan Batmanghelich,
Kayhan N. Batmanghelich,
Mert Sabuncu,
Li Shen
e.a.
Elsevier Science
e druk, 2017
9780128139684
Imaging Genetics
Specificaties
Paperback, blz.
|
Engels
Elsevier Science |
e druk, 2017
ISBN13: 9780128139684
Rubricering
Onderdeel van serie
The MICCAI Society book Series
Levertijd ongeveer 8 werkdagen
Samenvatting
Imaging Genetics presents the latest research in imaging genetics methodology for discovering new associations between imaging and genetic variables, providing an overview of the state-of the-art in the field. Edited and written by leading researchers, this book is a beneficial reference for students and researchers, both new and experienced, in this growing area. The field of imaging genetics studies the relationships between DNA variation and measurements derived from anatomical or functional imaging data, often in the context of a disorder. While traditional genetic analyses rely on classical phenotypes like clinical symptoms, imaging genetics can offer richer insights into underlying, complex biological mechanisms.
Specificaties
Inhoudsopgave
<p>1. Genetic correlation between cortical gray matter thickness and white matter connections2. BoSCCA: Mining Stable Imaging and Genetic Associations with Implicit Structure Learning3. Multi-site meta-analysis of image-wide genome-wide associations with morphometry4. Network-based analysis for subcortical imaging measures and genetics association5. Identification of genes in lipid metabolism associated with white matter integrity in preterm infants using the graph-guided group lasso6. Genetic connectivity: correlated genetic control of cortical thickness, brain volume and white-matter7. Continuous inflation analysis: a threshold-free method to estimate genetic overlap and boost power in imaging genetics8. Bayesian Feature Selection for Ultra-high Dimensional Imaging Genetics Data9. Classifying Schizophrenia subjects by Fusing Networks from SNPs, DNA methylation and fMRI data</p>