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El. knyga: Principles and Advances in Population Neuroscience

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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.
Part I Population.- Population neuroscience: Principles and advances.-
Population neuroscience: understanding concepts of generalizability and
transportability and their application to improving the publics 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.