Dynamic Functional Connectivity In Neuropsychiatric Disorders Methods And Applications Volume Ii
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Dynamic Functional Connectivity In Neuropsychiatric Disorders Methods And Applications Volume Ii
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Author : Zaicu Cui
language : en
Publisher: Frontiers Media SA
Release Date : 2023-06-07
Dynamic Functional Connectivity In Neuropsychiatric Disorders Methods And Applications Volume Ii written by Zaicu Cui and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-07 with Science categories.
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
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Author : Wenbin Guo
language : en
Publisher: Frontiers Media SA
Release Date : 2020-12-03
Dynamic Functional Connectivity In Neuropsychiatric Disorders Methods And Applications written by Wenbin Guo and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-03 with Science categories.
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
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Author : Vaibhav A. Diwadkar
language : en
Publisher: Springer Nature
Release Date : 2021-05-11
Brain Network Dysfunction In Neuropsychiatric Illness written by Vaibhav A. Diwadkar and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-11 with Medical categories.
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.
Novel Brain Imaging Methods For The Aid Of Neurological And Neuropsychiatric Disorders
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Author : Takao Yamasaki
language : en
Publisher: Frontiers Media SA
Release Date : 2024-08-20
Novel Brain Imaging Methods For The Aid Of Neurological And Neuropsychiatric Disorders written by Takao Yamasaki and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-20 with Science categories.
This Research Topic aims to highlight the latest experimental techniques and methods used to aid in the classification; diagnosis; visualization; prognosis and treatment of neurological and neuropsychiatric disorders using brain imaging methods. Review articles or opinions on methodologies or applications including the advantages and limitations of each are welcome. This Topic includes technologies and up-to-date methods which help advance the science. The contributions to this collection will undergo peer-review. Novelty and the utility of a method or protocol must be evident. We welcome contributions covering all aspects of novel brain imaging methods that aid clinicians in handling neurological and neuropsychiatric disorders as described above. Submissions will be handled by the team of Topic Editors. Frontiers in Neuroscience supports the FAIR (Findability, Accessibility, Interoperability, and Reusability) principles for scientific data management and stewardship (Wilkinson et al., Sci. Data 3:160018, 2016). This Research Topic welcomes: • Methods: Describing new methods that are significantly improved or adapted for specific purposes. These manuscripts may include primary (original) data. • Protocols: Detailed descriptions, including pitfalls and troubleshooting, to benefit those who may evaluate or employ the techniques. The protocols must be proven to work. • Perspective or General Commentaries on brain imaging methods and protocols relevant for aiding in the handling of neurological and neuropsychiatric disorders. • Reviews and mini-reviews of topical methods and protocols highlighting the important future directions of the field.
Functional Connectivity An Issue Of Neuroimaging Clinics Of North America
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Author : Jay J. Pillai
language : en
Publisher: Elsevier Health Sciences
Release Date : 2017-10-11
Functional Connectivity An Issue Of Neuroimaging Clinics Of North America written by Jay J. Pillai and has been published by Elsevier Health Sciences this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-10-11 with Medical categories.
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!
Neurophysiologic Biomarkers In Neuropsychiatric Disorders
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Author : Daniel C. Javitt
language : en
Publisher: Springer Nature
Release Date : 2024-11-19
Neurophysiologic Biomarkers In Neuropsychiatric Disorders written by Daniel C. Javitt and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-19 with Medical categories.
This book reviews neurophysiological biomarkers in neuropsychiatric disorders from the viewpoint of the 21st Century Cures Act, which encourages the use of biomarkers for a variety of purposes during drug development. It covers both traditional etiologic uses of biomarkers and the more recent Biomarkers, EndpointS, and other Tools (BEST) classification scheme used by the FDA, which permits biomarkers for purposes of susceptibility, diagnosis, monitoring, prognosis, pharmacodynamics/response, and safety. The first section of the book describes potential uses of neurophysiologic biomarkers. Subsequent sections focus on a wide range of conditions, including schizophrenia, autism spectrum disorder, Parkinson’s disease, and depression, as well as cross-diagnostic and translational uses, including monkey and rodent analogs. The purpose of the book is to help clinicians understand how neurophysiological biomarkers may be used to understand and manage clinical conditions; to help researchers to understand how biomarkers may be used translationally to test specific theories; and to help pharma investigators to understand how biomarkers can be used to accelerate treatment development.
Functional And Structural Brain Network Construction Representation And Application
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Author : Mingxia Liu
language : en
Publisher: Frontiers Media SA
Release Date : 2023-04-06
Functional And Structural Brain Network Construction Representation And Application written by Mingxia Liu and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-06 with Science categories.
Deep Learning Methods And Applications In Brain Imaging For The Diagnosis Of Neurological And Psychiatric Disorders
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Author : Hao Zhang
language : en
Publisher: Frontiers Media SA
Release Date : 2024-10-14
Deep Learning Methods And Applications In Brain Imaging For The Diagnosis Of Neurological And Psychiatric Disorders written by Hao Zhang and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-14 with Science categories.
Brain imaging has been successfully used to generate image-based biomarkers for various neurological and psychiatric disorders, such as Alzheimer’s and related dementias, Parkinson’s disease, stroke, traumatic brain injury, brain tumors, depression, schizophrenia, etc. However, accurate brain image-based diagnosis at the individual level remains elusive, and this applies to the diagnosis of neuropathological diseases as well as clinical syndromes. In recent years, deep learning techniques, due to their ability to learn complex patterns from large amounts of data, have had remarkable success in various fields, such as computer vision and natural language processing. Applying deep learning methods to brain imaging-assisted diagnosis, while promising, is facing challenges such as insufficiently labeled data, difficulty in interpreting diagnosis results, variations in data acquisition in multi-site projects, integration of multimodal data, clinical heterogeneity, etc. The goal of this research topic is to gather cutting-edge research that showcases the application of deep learning methods in brain imaging for the diagnosis of neurological and psychiatric disorders. We encourage submissions that demonstrate novel approaches to overcome various abovementioned difficulties and achieve more accurate, reliable, generalizable, and interpretable diagnosis of neurological and psychiatric disorders in this field.
Psychotic Disorders
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Author : Carol A. Tamminga
language : en
Publisher:
Release Date : 2020-11-03
Psychotic Disorders written by Carol A. Tamminga and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-03 with Medical categories.
The volume provides a comprehensive review of cutting-edge topics and treatment approaches to one of the most complex and fascinating brain disorders: psychosis. More than 70 leading experts in the field world-wide cover a broad range of topics on clinical, neurobiological, and treatment-related aspects of psychotic disorders. Chapters present a novel approach to psychotic disorders, emphasizing its dimensional nature and complexities of its underlying mechanisms incorporating both biological and psychosocial factors.
Emotional Disturbance And Brain Imaging In Neuropsychiatric Disorders
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Author : Wenbin Guo
language : en
Publisher: Frontiers Media SA
Release Date : 2021-05-05
Emotional Disturbance And Brain Imaging In Neuropsychiatric Disorders written by Wenbin Guo and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-05 with Medical categories.