Connectomics In Neuroimaging

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Connectomics

Author : Brent C. Munsell
Publisher : Academic Press
ISBN 13 : 9780128138380
Total Pages : 0 pages
Book Rating : 4.1/5 (383 download)

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Book Synopsis Connectomics by : Brent C. Munsell

Download or read book Connectomics written by Brent C. Munsell and published by Academic Press. This book was released on 2018-09-12 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Connectomics: Applications to Neuroimaging is unique in presenting the frontier of neuro-applications using brain connectomics techniques. The book describes state-of-the-art research that applies brain connectivity analysis techniques to a broad range of neurological and psychiatric disorders (Alzheimer's, epilepsy, stroke, autism, Parkinson's, drug or alcohol addiction, depression, bipolar, and schizophrenia), brain fingerprint applications, speech-language assessments, and cognitive assessment. With this book the reader will learn: Basic mathematical principles underlying connectomics How connectomics is applied to a wide range of neuro-applications What is the future direction of connectomics techniques. This book is an ideal reference for researchers and graduate students in computer science, data science, computational neuroscience, computational physics, or mathematics who need to understand how computational models derived from brain connectivity data are being used in clinical applications, as well as neuroscientists and medical researchers wanting an overview of the technical methods. Features: Combines connectomics methods with relevant and interesting neuro-applications Covers most of the hot topics in neuroscience and clinical areas Appeals to researchers in a wide range of disciplines: computer science, engineering, data science, mathematics, computational physics, computational neuroscience, as well as neuroscience, and medical researchers interested in the technical methods of connectomics

Connectomic Deep Brain Stimulation

Author : Andreas Horn
Publisher : Academic Press
ISBN 13 : 0128218622
Total Pages : 602 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Connectomic Deep Brain Stimulation by : Andreas Horn

Download or read book Connectomic Deep Brain Stimulation written by Andreas Horn and published by Academic Press. This book was released on 2021-09-10 with total page 602 pages. Available in PDF, EPUB and Kindle. Book excerpt: Connectomic Deep Brain Stimulation (DBS) covers this highly efficacious treatment option for movement disorders such as Parkinson's Disease, Essential Tremor and Dystonia. The book examines its impact on distributed brain networks that span across the human brain in parallel with modern-day neuroimaging concepts and the connectomics of the brain. It asks several questions, including which cortical areas should DBS electrodes be connected in order to generate the highest possible clinical improvement? Which connections should be avoided? Could these connectomic insights be used to better understand the mechanism of action of DBS? How can they be transferred to individual patients, and more. This book is suitable for neuroscientists, neurologists and functional surgeons studying DBS. It provides practical advice on processing strategies and theoretical background, highlighting and reviewing the current state-of-the-art in connectomic surgery. - Written to provide a "hands-on" approach for neuroscience graduate students, as well as medical personnel from the fields of neurology and neurosurgery - Includes preprocessing strategies (such as co-registration, normalization, lead localization, VTA estimation and fiber-tracking approaches) - Presents references (key articles, books and protocols) for additional detailed study - Provides data analysis boxes in each chapter to help with data interpretation

Micro-, Meso- and Macro-Connectomics of the Brain

Author : Henry Kennedy
Publisher : Springer
ISBN 13 : 3319277774
Total Pages : 173 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Micro-, Meso- and Macro-Connectomics of the Brain by : Henry Kennedy

Download or read book Micro-, Meso- and Macro-Connectomics of the Brain written by Henry Kennedy and published by Springer. This book was released on 2016-03-10 with total page 173 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book has brought together leading investigators who work in the new arena of brain connectomics. This includes ‘macro-connectome’ efforts to comprehensively chart long-distance pathways and functional networks; ‘micro-connectome’ efforts to identify every neuron, axon, dendrite, synapse, and glial process within restricted brain regions; and ‘meso-connectome’ efforts to systematically map both local and long-distance connections using anatomical tracers. This book highlights cutting-edge methods that can accelerate progress in elucidating static ‘hard-wired’ circuits of the brain as well as dynamic interactions that are vital for brain function. The power of connectomic approaches in characterizing abnormal circuits in the many brain disorders that afflict humankind is considered. Experts in computational neuroscience and network theory provide perspectives needed for synthesizing across different scales in space and time. Altogether, this book provides an integrated view of the challenges and opportunities in deciphering brain circuits in health and disease.

Fundamentals of Brain Network Analysis

Author : Alex Fornito
Publisher : Academic Press
ISBN 13 : 0124081185
Total Pages : 496 pages
Book Rating : 4.1/5 (24 download)

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Book Synopsis Fundamentals of Brain Network Analysis by : Alex Fornito

Download or read book Fundamentals of Brain Network Analysis written by Alex Fornito and published by Academic Press. This book was released on 2016-03-04 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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. - Winner of the 2017 PROSE Award in Biomedicine & Neuroscience and the 2017 British Medical Association (BMA) Award in Neurology - 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

Connectomics in NeuroImaging

Author : Guorong Wu
Publisher : Springer
ISBN 13 : 3319671596
Total Pages : 180 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Connectomics in NeuroImaging by : Guorong Wu

Download or read book Connectomics in NeuroImaging written by Guorong Wu and published by Springer. This book was released on 2017-09-03 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the First International Workshop on Connectomics in NeuroImaging, CNI 2017, held in conjunction with MICCAI 2017 in Quebec City, Canada, in September 2017. The 19 full papers presented were carefully reviewed and selected from 26 submissions. The papers deal with new advancements in network construction, analysis, and visualization techniques in connectomics and their use in clinical diagnosis and group comparison studies as well as in various neuroimaging applications.

Brain Connectivity in Autism

Author : Rajesh K. Kana
Publisher : Frontiers E-books
ISBN 13 : 2889192822
Total Pages : 265 pages
Book Rating : 4.8/5 (891 download)

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Book Synopsis Brain Connectivity in Autism by : Rajesh K. Kana

Download or read book Brain Connectivity in Autism written by Rajesh K. Kana and published by Frontiers E-books. This book was released on 2014-09-23 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: The brain's ability to process information crucially relies on connectivity. Understanding how the brain processes complex information and how such abilities are disrupted in individuals with neuropsychological disorders will require an improved understanding of brain connectivity. Autism is an intriguingly complex neurodevelopmental disorder with multidimensional symptoms and cognitive characteristics. A biological origin for autism spectrum disorders (ASD) had been proposed even in the earliest published accounts (Kanner, 1943; Asperger, 1944). Despite decades of research, a focal neurobiological marker for autism has been elusive. Nevertheless, disruptions in interregional and functional and anatomical connectivity have been a hallmark of neural functioning in ASD. Theoretical accounts of connectivity perceive ASD as a cognitive and neurobiological disorder associated with altered functioning of integrative circuitry. Neuroimaging studies have reported disruptions in functional connectivity (synchronization of activated brain areas) during cognitive tasks and during task-free resting states. While these insights are valuable, they do not address the time-lagged causality and directionality of such correlations. Despite the general promise of the connectivity account of ASD, inconsistencies and methodological differences among studies call for more thorough investigations. A comprehensive neurological account of ASD should incorporate functional, effective, and anatomical connectivity measures and test the diagnostic utility of such measures. In addition, questions pertaining to how cognitive and behavioral intervention can target connection abnormalities in ASD should be addressed. This research topic of the Frontiers in Human Neuroscience addresses “Brain Connectivity in Autism” primarily from cognitive neuroscience and neuroimaging perspectives.

Connectomics in NeuroImaging

Author : Markus D. Schirmer
Publisher : Springer Nature
ISBN 13 : 3030323919
Total Pages : 148 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Connectomics in NeuroImaging by : Markus D. Schirmer

Download or read book Connectomics in NeuroImaging written by Markus D. Schirmer and published by Springer Nature. This book was released on 2019-10-10 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third International Workshop on Connectomics in NeuroImaging, CNI 2019, held in conjunction with MICCAI 2019 in Shenzhen, China, in October 2019. The 13 full papers presented were carefully reviewed and selected from 14 submissions. The papers deal with new advancements in network construction, analysis, and visualization techniques in connectomics and their use in clinical diagnosis and group comparison studies as well as in various neuroimaging applications.

Pattern Analysis of the Human Connectome

Author : Dewen Hu
Publisher : Springer
ISBN 13 : 9789813295254
Total Pages : 0 pages
Book Rating : 4.2/5 (952 download)

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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 and published by Springer. This book was released on 2020-11-20 with total page 0 pages. 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.

Discovering the Human Connectome

Author : Olaf Sporns
Publisher : MIT Press
ISBN 13 : 0262304805
Total Pages : 253 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Discovering the Human Connectome by : Olaf Sporns

Download or read book Discovering the Human Connectome written by Olaf Sporns and published by MIT Press. This book was released on 2012-09-07 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: A pioneer in the field outlines new empirical and computational approaches to mapping the neural connections of the human brain. Crucial to understanding how the brain works is connectivity, and the centerpiece of brain connectivity is the connectome, a comprehensive description of how neurons and brain regions are connected. In this book, Olaf Sporns surveys current efforts to chart these connections—to map the human connectome. He argues that the nascent field of connectomics has already begun to influence the way many neuroscientists collect, analyze, and think about their data. Moreover, the idea of mapping the connections of the human brain in their entirety has captured the imaginations of researchers across several disciplines including human cognition, brain and mental disorders, and complex systems and networks. Discovering the Human Connectome offers the first comprehensive overview of current empirical and computational approaches in this rapidly developing field.

Connectomics in NeuroImaging

Author : Guorong Wu
Publisher : Springer
ISBN 13 : 3030007553
Total Pages : 156 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Connectomics in NeuroImaging by : Guorong Wu

Download or read book Connectomics in NeuroImaging written by Guorong Wu and published by Springer. This book was released on 2018-09-14 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Second International Workshop on Connectomics in NeuroImaging, CNI 2018, held in conjunction with MICCAI 2018 in Granada, Spain, in September 2018. The 15 full papers presented were carefully reviewed and selected from 20 submissions. The papers deal with new advancements in network construction, analysis, and visualization techniques in connectomics and their use in clinical diagnosis and group comparison studies as well as in various neuroimaging applications.

Frontiers in Psychiatry

Author : Yong-Ku Kim
Publisher : Springer Nature
ISBN 13 : 9813297212
Total Pages : 628 pages
Book Rating : 4.8/5 (132 download)

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Book Synopsis Frontiers in Psychiatry by : Yong-Ku Kim

Download or read book Frontiers in Psychiatry written by Yong-Ku Kim and published by Springer Nature. This book was released on 2019-11-09 with total page 628 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reviews key recent advances and new frontiers within psychiatric research and clinical practice. These advances either represent or are enabling paradigm shifts in the discipline and are influencing how we observe, derive and test hypotheses, and intervene. Progress in information technology is allowing the collection of scattered, fragmented data and the discovery of hidden meanings from stored data, and the impacts on psychiatry are fully explored. Detailed attention is also paid to the applications of artificial intelligence, machine learning, and data science technology in psychiatry and to their role in the development of new hypotheses, which in turn promise to lead to new discoveries and treatments. Emerging research methods for precision medicine are discussed, as are a variety of novel theoretical frameworks for research, such as theoretical psychiatry, the developmental approach to the definition of psychopathology, and the theory of constructed emotion. The concluding section considers novel interventions and treatment avenues, including psychobiotics, the use of neuromodulation to augment cognitive control of emotion, and the role of the telomere-telomerase system in psychopharmacological interventions.

Understanding Neuropsychiatric Disorders

Author : Martha E. Shenton
Publisher : Cambridge University Press
ISBN 13 : 1139493698
Total Pages : 591 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Understanding Neuropsychiatric Disorders by : Martha E. Shenton

Download or read book Understanding Neuropsychiatric Disorders written by Martha E. Shenton and published by Cambridge University Press. This book was released on 2010-12-09 with total page 591 pages. Available in PDF, EPUB and Kindle. Book excerpt: An informative and comprehensive review from the leading researchers in the field, this book provides a complete one-stop guide to neuroimaging techniques and their application to a wide range of neuropsychiatric disorders. For each disorder or group of disorders, separate chapters review the most up-to-date findings from structural imaging, functional imaging and/or molecular imaging. Each section ends with an overview from a internationally-renowned luminary in the field, addressing the question of 'What do we know and where are we going?' Richly illustrated throughout, each chapter includes a 'summary box', providing readers with explicit take-home messages. This is an essential resource for clinicians, researchers and trainees who want to learn how neuroimaging tools lead to new discoveries about brain and behaviour associations in neuropsychiatric disorders.

Neuroimaging Anatomy, Part 1: Brain and Skull, An Issue of Neuroimaging Clinics of North America

Author : Tarik F. Massoud, MD, PhD
Publisher : Elsevier
ISBN 13 : 9780323849975
Total Pages : 240 pages
Book Rating : 4.8/5 (499 download)

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Book Synopsis Neuroimaging Anatomy, Part 1: Brain and Skull, An Issue of Neuroimaging Clinics of North America by : Tarik F. Massoud, MD, PhD

Download or read book Neuroimaging Anatomy, Part 1: Brain and Skull, An Issue of Neuroimaging Clinics of North America written by Tarik F. Massoud, MD, PhD and published by Elsevier. This book was released on 2022-08-28 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this issue of Neuroimaging Clinics, guest editor Dr. Tarik F. Massoud brings his considerable expertise to the topic of Neuroimaging Anatomy, Part 1: Brain and Skull. Anatomical knowledge is critical to reducing both overdiagnosis and misdiagnosis in neuroimaging. This issue is part one of a two-part series on neuroimaging anatomy that focuses on the brain, with each article addressing a specific area. The issue also includes an article on Brain Connectomics: the study of the brain's structural and functional connections between cells. Contains 13 relevant, practice-oriented topics including anatomy of cerebral cortex, lobes, and the cerebellum; brainstem anatomy; cranial nerves anatomy; brain functional imaging anatomy; imaging of normal brain aging; and more. Provides in-depth clinical reviews on neuroimaging anatomy of the brain and skull, offering actionable insights for clinical practice. Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.

Modulation of Cortical-limbic Pathways in Major Depression [microform] : Treatment-specific Effect of Cognitive Behavior Therapy

Author : Kimberly Goldapple
Publisher : National Library of Canada = Bibliothèque nationale du Canada
ISBN 13 : 9780612915596
Total Pages : 132 pages
Book Rating : 4.9/5 (155 download)

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Book Synopsis Modulation of Cortical-limbic Pathways in Major Depression [microform] : Treatment-specific Effect of Cognitive Behavior Therapy by : Kimberly Goldapple

Download or read book Modulation of Cortical-limbic Pathways in Major Depression [microform] : Treatment-specific Effect of Cognitive Behavior Therapy written by Kimberly Goldapple and published by National Library of Canada = Bibliothèque nationale du Canada. This book was released on 2004 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt: Objective. Neuroimaging studies of depression demonstrate response-specific changes following various antidepressant treatments. Changes associated with cognitive behavior therapy (CBT) have not been reported. Results. CBT was associated with metabolic changes: increases in hippocampus and dorsal cingulate, decreases in dorsal, ventral and medial frontal cortex. This pattern is distinct from that seen with paroxetine response where prefrontal increases and hippocampal and subgenual cingulate decreases were seen. Method. Brain changes associated with CBT were examined using positron emission tomography. Seventeen depressed patients were scanned before and after 15--20 therapy sessions. A post hoc comparison to thirteen paroxetine treated responders was performed to interpret the specificity of CBT effects. Conclusions. CBT may affect recovery by modulating the functioning of specific sites in limbic and cortical regions. Unique directional changes in frontal cortex, cingulate and hippocampus with CBT relative to paroxetine may reflect modality-specific effects with implications for understanding mechanisms underlying different treatments.

The Theory and Practice of 3D PET

Author : B. Bendriem
Publisher : Springer Science & Business Media
ISBN 13 : 9401734755
Total Pages : 180 pages
Book Rating : 4.4/5 (17 download)

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Book Synopsis The Theory and Practice of 3D PET by : B. Bendriem

Download or read book The Theory and Practice of 3D PET written by B. Bendriem and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: The application of 3D methodology has recently been receiving increasing attention at many PET centres, and this monograph is an attempt to provide a state-of-the-art review of this methodology, covering 3D reconstruction methods, quantitative procedures, current tomography performance, and clinical and research applications. No such review has been available until now to assist PET researchers in understanding and implementing 3D methodology, and in evaluating the performance of the available imaging technology. In all the chapters, the subject matter is treated in sufficient depth to appeal equally to the physicist or engineer who wishes to establish the methodology, and to PET investigators with experience in 2D PET who wish to familiarize themselves with the concepts and advantages of 3D, and to be made aware of the pitfalls.

Research Methods for Cognitive Neuroscience

Author : Aaron Newman
Publisher : SAGE
ISBN 13 : 1473952980
Total Pages : 945 pages
Book Rating : 4.4/5 (739 download)

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Book Synopsis Research Methods for Cognitive Neuroscience by : Aaron Newman

Download or read book Research Methods for Cognitive Neuroscience written by Aaron Newman and published by SAGE. This book was released on 2019-03-18 with total page 945 pages. Available in PDF, EPUB and Kindle. Book excerpt: This fresh, new textbook provides a thorough and student-friendly guide to the different techniques used in cognitive neuroscience. Given the breadth of neuroimaging techniques available today, this text is invaluable, serving as an approachable text for students, researchers, and writers. This text provides the right level of detail for those who wish to understand the basics of neuroimaging and also provides more advanced material in order to learn further about particular techniques. With a conversational, student-friendly writing style, Aaron Newman introduces the key principles of neuroimaging techniques, the relevant theory and the recent changes in the field.

Atlas of Human Brain Connections

Author : Marco Catani
Publisher : Oxford University Press, USA
ISBN 13 : 0199541167
Total Pages : 533 pages
Book Rating : 4.1/5 (995 download)

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Book Synopsis Atlas of Human Brain Connections by : Marco Catani

Download or read book Atlas of Human Brain Connections written by Marco Catani and published by Oxford University Press, USA. This book was released on 2012-06-14 with total page 533 pages. Available in PDF, EPUB and Kindle. Book excerpt: One of the major challenges of modern neuroscience is to define the complex pattern of neural connections that underlie cognition and behaviour. This atlas capitalises on novel diffusion MRI tractography methods to provide a comprehensive overview of connections derived from virtual in vivo tractography dissections of the human brain.