Full Description
Principles and Advances in Population Neuroscience is aimed at enhancing our understanding of forces that shape the human brain and, as such, contribute to inter-individual variations in cognitive abilities, behavior and mental health throughout the lifespan.
This book builds on a monograph "Population Neuroscience" (published by Springer in 2013; ISBN: 978-3-642-36450-1), a recent book on "Digital Ethology: Human Behavior in Geospatial Context" (published by MIT Press in 2024; ISBN: 9780262548137), and the collaborative work carried in the CHARGE and ENIGMA Consortia. Using collective expertise and knowledge with combining epidemiology, genetics and neuroimaging, the authors provide an overview of the basic principles and current advances in this field.
Contents
Part I Population.- Population neuroscience: Principles and advances.- Population neuroscience: understanding concepts of generalizability and transportability and their application to improving the public's health.- Population neuroscience: Strategies to promote data dharing while protecting privacy.- Racial, Ethnic, and Geographic Diversity in Population Neuroscience.- Sex and gender in population neuroscience.- Part II Genes and Molecules.- Genome-wide Association Studies of Brain Traits.- Approaches to quantifying gene expression and their application to studying the human brain.- Large-scale population-based studies of blood metabolome and brain health.- Part III Environment.- Integrating the physical environment within a population neuroscience perspective.- Leveraging Generative AI Models in Urban Science.- Area-level measures of the social environment: Operationalization, pitfalls, and ways forward.- Advancing Population Health through Environmental Data Platforms.- Part IV Brains.- Development and Maturation of the Human Brain, from Infancy to Adolescence.- Aging brain from a lifespan perspective.- Large-scale neuroimaging of mental illness.
