
Functional Connectivity of the Human Brain
From Mechanisms to Clinical Applications
by Maria Assunta Rocca, Massimo Filippi
1st Edition
Publisher: Academic Press
Book Details
| Print ISBN | 9780443190995 |
| eText ISBN | 9780443156793 |
| Publisher | Academic Press |
| Publishing Year | 2025 |
| Edition | 1st Edition |
| Language | English |
| Pages | 326 |
Functional Connectivity of the Human Brain, 1st Edition, edited by Maria Assunta Rocca and Massimo Filippi, is a 326-page book published by Academic Press. The volume reviews biological mechanisms and analytical approaches to map human brain organization across healthy cohorts and clinical patient groups.
Initial chapters examine the baseline definition of functional connectivity and explore how neuroimaging signals originate in neural tissue. Methodological sections outline quantitative frameworks for assessing network architecture, focusing on functional magnetic resonance imaging and electrophysiological recording techniques. The text progresses through diverse analytical strategies, ranging from initial seed-region selection to advanced data-driven approaches. Further coverage details causal connections within neural networks, graph theoretical analysis for evaluating complex topological structures, and time-varying analysis to trace temporal fluctuations in connectivity signals.
The work highlights how these empirical techniques provide practice in mapping network architecture for investigations in cognitive neurosciences. This publication serves as a resource for neuroscientists, cognitive neuroscientists, radiologists, MR bioengineers, and MR physicists.
Table of Contents
Chapter 1: Functional connectivity: definition and signal origins
Chapter 2: Assessing functional connectivity: the role of functional MRI and electrophysiological techniques
Chapter 3: Analysis methods for functional connectivity: from seed-regions to data-driven approaches
Chapter 4: Causal connections in the brain: from functional to causal connectivity
Chapter 5: Exploring functional connectivity using graph theoretical analysis
Chapter 6: Time-varying analysis of functional connectivity
Chapter 7: Trajectories of brain functional connectivity in brain maturation
Chapter 8: Trajectories of brain functional connectivity in brain aging
Chapter 9: Application of functional connectivity to cognitive neurosciences
Chapter 10: Functional connectivity in neuroinflammatory conditions
Chapter 11: Functional connectivity in neurodegenerative conditions
Chapter 12: Functional connectivity in neuropsychiatric diseases
Chapter 13: Current limitations in functional connectivity assessment: suggestions for analysis improvements
Chapter 14: Future perspectives of functional connectivity: multimodal analysis, artificial intelligence, and more
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