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Dynamic Functional Connectivity in Neuropsychiatric Disorders: Methods and Applications, volume II

2023-06-07 Science
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Release : 2023-06-07
Genre : Science
Kind : eBook
Book Rating : 213/5 ( reviews)

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Book Synopsis Dynamic Functional Connectivity in Neuropsychiatric Disorders: Methods and Applications, volume II by : Zaicu Cui

Download or read book Dynamic Functional Connectivity in Neuropsychiatric Disorders: Methods and Applications, volume II written by Zaicu Cui. This book was released on 2023-06-07. Available in PDF, EPUB and Kindle. Book excerpt: Neuropsychiatric disorders have a huge impact on individuals, families and societies. However, the neuropathology underlying cognitive deficits in neuropsychiatric disorders remains unclear. Resting-state functional connectivity provides a powerful way to investigate functional alterations underlying cognitive deficits in neuropsychiatric disorders. Traditional FC analysis measures the correlations of signals with an assumption that functional connectivity remains constant during the observation period. In recent years, several studies have demonstrated the feasibility of dynamic methods in characterization of functional brain changes, such as dynamic functional connectivity investigated by a sliding window method. However, selection of window size, window stepsize and window type are open areas of research and an important parameter to capture the resting-state FC dynamics.

Dynamic Functional Connectivity in Neuropsychiatric Disorders: Methods and Applications

2020-12-03 Science
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Release : 2020-12-03
Genre : Science
Kind : eBook
Book Rating : 954/5 ( reviews)

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Book Synopsis Dynamic Functional Connectivity in Neuropsychiatric Disorders: Methods and Applications by : Wenbin Guo

Download or read book Dynamic Functional Connectivity in Neuropsychiatric Disorders: Methods and Applications written by Wenbin Guo. This book was released on 2020-12-03. Available in PDF, EPUB and Kindle. Book excerpt: This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact.

Brain Network Dysfunction in Neuropsychiatric Illness

2021-05-11 Medical
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Release : 2021-05-11
Genre : Medical
Kind : eBook
Book Rating : 970/5 ( reviews)

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Book Synopsis Brain Network Dysfunction in Neuropsychiatric Illness by : Vaibhav A. Diwadkar

Download or read book Brain Network Dysfunction in Neuropsychiatric Illness written by Vaibhav A. Diwadkar. This book was released on 2021-05-11. Available in PDF, EPUB and Kindle. Book excerpt: Brain network function and dysfunction is the dominant model for understanding how the brain gives rise to normal and abnormal behavior. Moreover, neuropsychiatric illnesses continue to resist attempts to reveal an understanding of their bases. Thus, this timely volume provides a synthesis of the uses of multiple analytic methods as they are applied to neuroimaging data, to seek understanding of the neurobiological bases of psychiatric illnesses, understanding that can subsequently aid in their management and treatment. A principle focus is on the analyses and application of methods to functional magnetic resonance imaging (fMRI) data. fMRI remains the most widely used neuroimaging technique for estimating brain network function, and several of the methods covered can estimate brain network dysfunction in resting and task-active states. Additional chapters provide details on how these methods are (and can be) applied in the understanding of several neuropsychiatric disorders, including schizophrenia, mood disorders, autism, borderline personality disorder, and attention deficit hyperactivity disorder (ADHD). A final complement of chapters provides a collective overview of how this framework continues to provoke theoretical advances in our conception of the brain in psychiatry. This unique volume is designed to be a comprehensive resource for imaging researchers interested in psychiatry, and for psychiatrists interested in advanced imaging applications.

Pattern Analysis of the Human Connectome

2020-11-20 Medical
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Release : 2020-11-20
Genre : Medical
Kind : eBook
Book Rating : 254/5 ( reviews)

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Book Synopsis Pattern Analysis of the Human Connectome by : Dewen Hu

Download or read book Pattern Analysis of the Human Connectome written by Dewen Hu. This book was released on 2020-11-20. Available in PDF, EPUB and Kindle. Book excerpt: This book presents recent advances in pattern analysis of the human connectome. The human connectome, measured by magnetic resonance imaging at the macroscale, provides a comprehensive description of how brain regions are connected. Based on machine learning methods, multiviarate pattern analysis can directly decode psychological or cognitive states from brain connectivity patterns. Although there are a number of works with chapters on conventional human connectome encoding (brain-mapping), there are few resources on human connectome decoding (brain-reading). Focusing mainly on advances made over the past decade in the field of manifold learning, sparse coding, multi-task learning, and deep learning of the human connectome and applications, this book helps students and researchers gain an overall picture of pattern analysis of the human connectome. It also offers valuable insights for clinicians involved in the clinical diagnosis and treatment evaluation of neuropsychiatric disorders.

Functional Connectivity, An Issue of Neuroimaging Clinics of North America

2017-10-11 Medical
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Release : 2017-10-11
Genre : Medical
Kind : eBook
Book Rating : 92X/5 ( reviews)

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Book Synopsis Functional Connectivity, An Issue of Neuroimaging Clinics of North America by : Jay J. Pillai

Download or read book Functional Connectivity, An Issue of Neuroimaging Clinics of North America written by Jay J. Pillai. This book was released on 2017-10-11. Available in PDF, EPUB and Kindle. Book excerpt: This issue of Neuroimaging Clinics of North America focuses on Functional Connectivity, and is edited by Dr. Jay Pillai. Articles will include: Applications of rs-fMRI to presurgical mapping: sensorimotor mapping; Dynamic functional connectivity methods; Machine learning applications to rs-fMRI analysis; Frequency domain analysis of rs-fMRI; Applications of rs-fMRI to epilepsy; Data-driven analysis methods for rs-fMRI; Applications of rs-fMRI to presurgical mapping: language mapping; Limitations of rs-fMRI in the setting of focal brain lesions; Applications of rs-fMRI to neuropsychiatric disease; Applications of rs-fMRI to Traumatic Brain Injury; Applications of rs-fMRI to neurodegenerative disease; Graph theoretic analysis of rs-fMRI; and more!

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