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Imaging genetics /

"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 s...

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Bibliographic Details
Call Number:Libro Electrónico
Other Authors: Dalca, Adrian V. (Adrian Vasile) (Editor), Batmanghelich, Nematollah K. (Nematollah Kayhan) (Editor), Sabuncu, Mert Rory, 1979- (Editor), Shen, Li (Radiologist) (Editor)
Format: Electronic eBook
Language:Inglés
Published: London, United Kingdom : Academic Press is an imprint of Elsevier, [2018]
Series:Elsevier and MICCAI Society book series.
Subjects:
Online Access:Texto completo
Table of Contents:
  • Multisite metaanalysis of image-wide genome-wide associations with morphometry
  • Genetic connectivity : correlated genetic control of cortical thickness, brain volume, and white matter
  • Integration of network-based biological knowledge with white matter features in preterm infants using the graph-guided group lasso
  • Classifying schizophrenia subjects by fusing networks from single-nucleotide polymorphisms, DNA methylation, and functional magnetic resonance imaging data
  • Genetic correlation between cortical gray matter thickness and white matter connections
  • Bootstrapped sparse canonical correlation analysis: mining stable imaging and genetic associations with implicit structure learning
  • A network-based framework for mining high-level imaging genetic associations
  • Bayesian feature selection for ultra-high dimensional imaging genetics data
  • Continuous inflation analysis: a threshold-free method to estimate genetic overlap and boost power in imaging genetics.