Classifying Schizophrenia Subjects by Fusing Networks From Single-Nucleotide Polymorphisms, DNA Methylation, and Functional Magnetic Resonance Imaging Data

Authors

Su-Ping Deng, Tulane University, New Orleans, LA United States; Tongji University, Shanghai, China
De-Shuang Huang, Tongji University, Shanghai, China
Dongdong Lin, Mind Research Network, Albuquerque, NM, United States
Vince D. Calhoun, Tulane University, New Orleans, LA United States; University of New Mexico, Albuquerque, NM, United States
Yu-Ping Wang, Tulane University, New Orleans, LA United States

Files

Description

"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. 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"-- Provided by publisher

ISBN

9780128139691, 0128139692

Publication Date

2018

Publisher

Academic Press, an imprint of Elsevier

City

London

Keywords

diagnostic imaging, genetics

Comments

Book Chapter in Imaging genetics

Recommended Citation

Dalca AV, Batmanghelich NK, Sabuncu MR, Shen L, eds. Imaging Genetics. London, United Kingdom: Academic Press is an imprint of Elsevier; 2018. Accessed December 4, 2023.