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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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Dalca, Adrian V. (Adrian Vasile) (Editor ), Batmanghelich, Nematollah K. (Nematollah Kayhan) (Editor ), Sabuncu, Mert Rory, 1979- (Editor ), Shen, Li (Radiologist) (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London, United Kingdom : Academic Press is an imprint of Elsevier, [2018]
Colección:Elsevier and MICCAI Society book series.
Temas:
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 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.