Fundamentals of Brain Network Analysis

ISBN 13: 9780124079083

Fundamentals of Brain Network Analysis

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9780124079083: Fundamentals of Brain Network Analysis

Fundamentals of Human Imaging Connectomics is the first book to provide an accessible, practical, and comprehensive introduction to imaging connectomics for researchers of any background. Written by experts in all areas of the field, this book contains nontechnical, conceptual, and instructive discussion of each of the core principles of imaging connectomics. Featuring intuitive diagrams, graphical illustrations of key concepts, step-by-step explanations of mathematical formulae, and recommendations for best practices, Fundamentals of Human Imaging Connectomics is an indispensable guide for researchers studying the human connectome.

  • The only volume to offer a step-by-step introduction to connectomics suitable for both researchers and students.
  • Provides a general overview, discussion of various issues involved in using neuroimaging to build a connectomic map, the main measures used to analyze connectomic data, an intro to advanced topics in the field, and discussion of as yet unresolved issues and future directions.
  • Helps readers determine how they can best use fMRI/DTI data to make a brain network, how they can analyze that network using graph theory, and how they can compare/interpret their findings across different groups
  • Assumes no prior knowledge beyond basic training in human MRI, and adopts a consistent format across chapters to facilitate learning and linking of different concepts

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From the Back Cover:

The human connectome is a complex network that acts as the basis of all thought, emotion, and behavior. Understanding the structure and function of the connectome is a central goal of neuroscience; the growing field of imaging connectomics has given researchers the tools for quantifying, modeling, and visualizing diverse properties of the connectome through the combination of MRI with concepts and techniques from network science. However, this technically challenging and highly multidisciplinary field presents difficulties for neuroscientists who lack specialist training.

Fundamentals of Human Imaging Connectomics is the first book to provide an accessible, practical, and comprehensive introduction to imaging connectomics for researchers of any background. Written by experts in all areas of the field, this book contains nontechnical, conceptual, and instructive discussion of each of the core principles of imaging connectomics. Featuring intuitive diagrams, graphical illustrations of key concepts, step-by-step explanations of mathematical formulae, and recommendations for best practices, Fundamentals of Human Imaging Connectomics is an indispensable guide for researchers studying the human connectome.

About the Author:

Co-leader of the Systems Neuropsychiatry research team for the Neuropsychiatry Centre at the University of Melbourne, Dr. Fornito has worked in the field of imaging connectomics for the past five years. He has published 70+ journals articles since receiving his PhD in 2007 and has garnered over 1400 citations (h-index 24). He works on both the development of novel methodologies and their application to neuroscientific and clinical questions. He came to the field as a Psychologist with little training in mathematics or physics and is thus keenly aware of the needs of the non-expert being introduced to the field.

Research Fellow at the Neuroscience Institute of the University of Melbourne, Dr. Zalesky has published 50+ journal articles since receiving his PhD in 2007, and his strategies for parcellating the brain into distinct regions have been cited more than 70 times since publication less than two years ago. He led the development of the network-based statistic, a popular method related to work on the human connectome.

Professor of Psychiatry and Director of the Brain Mapping Unit at the University of Cambridge, Dr. Bullmore is internationally recognized as a pioneer in the field of imaging connectomics. His team was among the first to generate whole-brain connectomic maps using human MRI and he has published seminal review articles in Nature Reviews Neuroscience. He has published over 350 journal articles (h-index 83), is frequently invited as a keynote speaker at conferences on the topic, and currently acts as an advisor to the Human Connectome Project.

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Published by Elsevier Science Publishing Co Inc, United States (2016)
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Book Description Elsevier Science Publishing Co Inc, United States, 2016. Hardback. Book Condition: New. Reprint. 235 x 191 mm. Language: English . Brand New Book. Fundamentals of Brain Network Analysis is a comprehensive and accessible introduction to methods for unraveling the extraordinary complexity of neuronal connectivity. From the perspective of graph theory and network science, this book introduces, motivates and explains techniques for modeling brain networks as graphs of nodes connected by edges, and covers a diverse array of measures for quantifying their topological and spatial organization. It builds intuition for key concepts and methods by illustrating how they can be practically applied in diverse areas of neuroscience, ranging from the analysis of synaptic networks in the nematode worm to the characterization of large-scale human brain networks constructed with magnetic resonance imaging. This text is ideally suited to neuroscientists wanting to develop expertise in the rapidly developing field of neural connectomics, and to physical and computational scientists wanting to understand how these quantitative methods can be used to understand brain organization. * Extensively illustrated throughout by graphical representations of key mathematical concepts and their practical applications to analyses of nervous systems* Comprehensively covers graph theoretical analyses of structural and functional brain networks, from microscopic to macroscopic scales, using examples based on a wide variety of experimental methods in neuroscience* Designed to inform and empower scientists at all levels of experience, and from any specialist background, wanting to use modern methods of network science to understand the organization of the brain. Bookseller Inventory # AA59780124079083

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Book Description Elsevier Science Publishing Co Inc, United States, 2016. Hardback. Book Condition: New. Reprint. 235 x 190 mm. Language: English . Brand New Book. Fundamentals of Brain Network Analysis is a comprehensive and accessible introduction to methods for unraveling the extraordinary complexity of neuronal connectivity. From the perspective of graph theory and network science, this book introduces, motivates and explains techniques for modeling brain networks as graphs of nodes connected by edges, and covers a diverse array of measures for quantifying their topological and spatial organization. It builds intuition for key concepts and methods by illustrating how they can be practically applied in diverse areas of neuroscience, ranging from the analysis of synaptic networks in the nematode worm to the characterization of large-scale human brain networks constructed with magnetic resonance imaging. This text is ideally suited to neuroscientists wanting to develop expertise in the rapidly developing field of neural connectomics, and to physical and computational scientists wanting to understand how these quantitative methods can be used to understand brain organization. Bookseller Inventory # AA59780124079083

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Book Description Elsevier Science Publishing Co Inc. Hardback. Book Condition: new. BRAND NEW, Fundamentals of Brain Network Analysis, Alex Fornito, Andrew Zalesky, Edward Bullmore, Fundamentals of Brain Network Analysis is a comprehensive and accessible introduction to methods for unraveling the extraordinary complexity of neuronal connectivity. From the perspective of graph theory and network science, this book introduces, motivates and explains techniques for modeling brain networks as graphs of nodes connected by edges, and covers a diverse array of measures for quantifying their topological and spatial organization. It builds intuition for key concepts and methods by illustrating how they can be practically applied in diverse areas of neuroscience, ranging from the analysis of synaptic networks in the nematode worm to the characterization of large-scale human brain networks constructed with magnetic resonance imaging. This text is ideally suited to neuroscientists wanting to develop expertise in the rapidly developing field of neural connectomics, and to physical and computational scientists wanting to understand how these quantitative methods can be used to understand brain organization. . The only volume to offer a step-by-step introduction to connectomics suitable for both researchers and students. . Provides a general overview, discussion of various issues involved in using neuroimaging to build a connectomic map, the main measures used to analyze connectomic data, an intro to advanced topics in the field, and discussion of as yet unresolved issues and future directions. . Helps readers determine how they can best use fMRI/DTI data to make a brain network, how they can analyze that network using graph theory, and how they can compare/interpret their findings across different groups . Assumes no prior knowledge beyond basic training in human MRI, and adopts a consistent format across chapters to facilitate learning and linking of different concepts. Bookseller Inventory # B9780124079083

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