Connectome Analysis: Characterization, Methods, and Analysis
Connectome Analysis: Characterization, Methods, and Analysis
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- More about Connectome Analysis: Characterization, Methods, and Analysis
A comprehensive guide to connectome analysis, covering characterization, methods, and analysis. It provides sources of MRI signals, network construction, and practical methods for building connectomes. It discusses networks in clinical and general populations and their relationship to neurophysiology and neuropsychology. Aimed at students and researchers in brain connectomics and neuroimaging.
Format: Paperback / softback
Length: 486 pages
Publication date: 01 May 2023
Publisher: Elsevier Science & Technology
Connectome Analysis: Characterization, Methods, and Analysis is a comprehensive guide for analyzing brain networks, also known as connectomes. This book serves as a valuable companion for researchers and practitioners in the field. It offers a wealth of resources for understanding the structure and function of the brain.
The book provides access to constituent structural and functional MRI signals, which are essential for constructing and analyzing brain networks. It also discusses network construction techniques and analytical practices, leveraging cutting-edge methods to address the latest challenges in neuroscience. Additionally, the book delves into the fundamentals of network theory, providing practical methods for building connectomes for analysis.
Quality control of individual analysis steps is emphasized throughout the book, ensuring reliable and accurate results. Subsequent chapters explore networks in neuroscience across clinical and general populations, discussing how findings relate to underlying neurophysiology and neuropsychology.
This book is designed for students and early-career researchers in brain connectomics and neuroimaging with backgrounds in computer science, mathematics, and physics. It also appeals to neuroscientists and psychologists interested in incorporating connectomics into their research. By providing a comprehensive and up-to-date overview of connectome analysis, this book equips readers with the tools and knowledge necessary to advance their understanding of the brain and its complex networks.
Dimension: 235 x 191 (mm)
ISBN-13: 9780323852807
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