Imaging Genetics: The MICCAI Society book Series
Editat de Adrian Dalca, Kayhan N. Batmanghelich, Mert Sabuncu, Li Shenen Limba Engleză Paperback – 26 sep 2017
- Contains an introduction describing how the field has evolved to the present, together with perspectives on its future direction and challenges
- Describes novel application domains and analytic methods that represent the state-of-the-art in the burgeoning field of imaging genetics
- Introduces a novel, large-scale analytic framework that involves multi-site, image-wide, genome-wide associations
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Specificații
ISBN-13: 9780128139684
ISBN-10: 0128139684
Pagini: 182
Dimensiuni: 152 x 229 x 14 mm
Editura: ELSEVIER SCIENCE
Seria The MICCAI Society book Series
ISBN-10: 0128139684
Pagini: 182
Dimensiuni: 152 x 229 x 14 mm
Editura: ELSEVIER SCIENCE
Seria The MICCAI Society book Series
Cuprins
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