Novel Applications Of Bayesian And Other Models In Translational Neuroscience
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Novel Applications Of Bayesian And Other Models In Translational Neuroscience
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Author : Reza Rastmanesh
language : en
Publisher: Frontiers Media SA
Release Date : 2024-05-06
Novel Applications Of Bayesian And Other Models In Translational Neuroscience written by Reza Rastmanesh 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 2024-05-06 with Science categories.
It has been proposed that the brain works in a Bayesian manner, and based on the free-energy principle, the brain's main function is to reduce environmental uncertainty; this is a proposed model as a universal principle governing adaptive brain function and structure. There are many pathophysiological, and clinical observations that can be easily explained by predictive Bayesian brain models. However, the novel applications of Bayesian models in translational neuroscience has been understudied and underreported. For example, variational Bayesian mixed-effects inference has been successfully tested for classification studies. A multi-task Bayesian compressive sensing approach to simultaneously estimate the full posterior of the CSA-ODF and diffusion-weighted volumes from multi-shell HARDI acquisitions has been recently publishe
Translational Neuroscience
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Author : Karoly Nikolich
language : en
Publisher: MIT Press
Release Date : 2015-08-21
Translational Neuroscience written by Karoly Nikolich and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-08-21 with Medical categories.
Experts from academia and industry discuss how to create a new, more effective translational neuroscience drawing on novel technology and recent discoveries. Today, translational neuroscience faces significant challenges. Available therapies to treat brain and nervous system disorders are extremely limited and dated, and further development has effectively ceased. Disinvestment by the private sector occurred just as promising new technologies in genomics, stem cell biology, and neuroscience emerged to offer new possibilities. In this volume, experts from both academia and industry discuss how novel technologies and reworked translation concepts can create a more effective translational neuroscience. The contributors consider such topics as using genomics and neuroscience for better diagnostics and biomarker identification; new approaches to disease based on stem cell technology and more careful use of animal models; and greater attention to human biology and what it will take to make new therapies available for clinical use. They conclude with a conceptual roadmap for an effective and credible translational neuroscience—one informed by a disease-focused knowledge base and clinical experience. Contributors Tobias M. Böckers, Thomas Bourgeron, Karl Broich, Nils Brose, Bruce N. Cuthbert, Ilka Diester, Gül Dölen, Guoping Feng, Richard Frackowiak, Raquel E. Gur, Stephan Heckers, Franz Hefti, David M. Holtzman, Steven E. Hyman, Nancy Ip, Cynthia Joyce, Tobias Kaiser, Edward H. Koo, Walter J. Koroshetz, Katja S. Kroker, Robert C. Malenka, Isabelle Mansuy, Eliezer, Masliah, Yuan Mei, Andreas Meyer-Lindenberg, Lennart Mucke, Pierluigi Nicotera, Karoly Nikolich, Michael J. Owen, Menelas N. Pangalos, Alvaro Pascual-Leone, Joel S. Perlmutter, Trevor W. Robbins, Lee L. Rubin, Akira Sawa, Mareike Schnaars, Bernd Sommer, Maria Grazia Spillantini, Laura Spinney, Matthew W. State, Marius Wernig
Translational Neuroscience
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Author :
language : en
Publisher:
Release Date :
Translational Neuroscience written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Mathematical Modelling In Motor Neuroscience State Of The Art And Translation To The Clinic Gaze Orienting Mechanisms And Disease
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Author :
language : en
Publisher: Academic Press
Release Date : 2019-07-18
Mathematical Modelling In Motor Neuroscience State Of The Art And Translation To The Clinic Gaze Orienting Mechanisms And Disease written by and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-18 with Science categories.
Mathematical Modelling in Motor Neuroscience: State of the Art and Translation to the Clinic, Gaze Orienting Mechanisms and Disease, Volume 249, the latest release in the Progress in Brain Research series, highlights new advances in the field, with this new volume presenting interesting chapters on a variety of topics, including Sequential Bayesian updating, Maps and Sensorimotor Transformations for Eye-Head Gaze Shifts: Role of the Midbrain Superior Colliculus, Modeling Gaze Position-Dependent Opsoclonus, Eye Position-Dependent Opsoclonus in Mild Traumatic Brain Injury, Saccades in Parkinson's disease -- hypometric, slow, and maladaptive, Brainstem Neural Circuits for Fixation and Generation of Saccadic Eye Movements, and much more. Provides the authority and expertise of leading contributors from an international board of authors Presents the latest release in the Progress in Brain Research series Includes the latest information on mathematical modeling in motor neuroscience
Translational Neuroscience
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Author : James Elmer Barrett
language : en
Publisher: Cambridge University Press
Release Date : 2012-06-28
Translational Neuroscience written by James Elmer Barrett and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-06-28 with Medical categories.
Translational neuroscience is at the heart of clinical advancement in the fields of psychiatry, neurology and neurodevelopmental disorders. Written and edited by leading scientists and clinicians, this is a comprehensive and authoritative analysis of this emerging strategy for developing more effective treatments for brain disorders. Introductory chapters bring together perspectives from both academia and industry, while subsequent sections focus on disease groups, including bipolar disorder and depression, attention deficit hyperactivity disorder, substance abuse, autism, Alzheimer's disease, pain, epilepsy, Parkinson's disease and multiple sclerosis. Each section includes topical introductory and summary chapters, providing an overview and synthesis of the field. Translational Neuroscience: Applications in Psychiatry, Neurology, and Neurodevelopmental Disorders is an important text for clinicians, scientists and students in academic settings, government agencies and industry, as well as those working in the fields of public health and the behavioural sciences.
Data Driven Computational Neuroscience
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Author : Concha Bielza
language : en
Publisher: Cambridge University Press
Release Date : 2020-11-26
Data Driven Computational Neuroscience written by Concha Bielza and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-26 with Computers categories.
Trains researchers and graduate students in state-of-the-art statistical and machine learning methods to build models with real-world data.
Computational And Network Modeling Of Neuroimaging Data
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Author : Kendrick Kay
language : en
Publisher: Elsevier
Release Date : 2024-06-17
Computational And Network Modeling Of Neuroimaging Data written by Kendrick Kay and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-17 with Science categories.
Neuroimaging is witnessing a massive increase in the quality and quantity of data being acquired. It is widely recognized that effective interpretation and extraction of information from such data requires quantitative modeling. However, modeling comes in many diverse forms, with different research communities tackling different brain systems, different spatial and temporal scales, and different aspects of brain structure and function. Computational and Network Modeling of Neuroimaging Data provides an authoritative and comprehensive overview of the many diverse modeling approaches that have been fruitfully applied to neuroimaging data. This book gives an accessible foundation to the field of computational and network modeling of neuroimaging data and is suitable for graduate students, academic researchers, and industry practitioners who are interested in adopting or applying model-based approaches in neuroimaging. Provides an authoritative and comprehensive overview of major modeling approaches to neuroimaging data Written by experts, the book's chapters use a common structure to introduce, motivate, and describe a specific modeling approach used in neuroimaging Gives insights into the similarities and differences across different modeling approaches Analyses details of outstanding research challenges in the field
Advances In Translational Neuroscience Of Eye Movement Disorders
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Author : Aasef Shaikh
language : en
Publisher: Springer Nature
Release Date : 2020-01-03
Advances In Translational Neuroscience Of Eye Movement Disorders written by Aasef Shaikh and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-03 with Medical categories.
A comprehensive book that reviews advances in ocular motor research on topics of general interest, rare, specialized or unique conditions, and pertinent basic neuroscience. A rare collection with contributions from basic neuroscientists, neurologists, and ophthalmologists. Includes dedicated chapters on mathematical models, pharmacotherapy, neuromodulation, motion perception, visual influence on eye movement, physiology of strabismus, and microsaccades. This book is dedicated to David Robinson - one of the pioneers of contemporary ocular motor and vestibular neuroscience.
The New Cognitive Neurosciences
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Author : Michael S. Gazzaniga
language : en
Publisher: MIT Press
Release Date : 2000
The New Cognitive Neurosciences written by Michael S. Gazzaniga and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Medical categories.
This second edition reflects the many advances that have taken place in this field, particularly in imaging and recording techniques. The majority of the chapters in this edition of "The Cognitive Neurosciences" are new, and those from the first edition have been rewritten and updated.
Mathematical Modelling In Motor Neuroscience State Of The Art And Translation To The Clinic Ocular Motor Plant And Gaze Stabilization Mechanisms
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Author :
language : en
Publisher: Academic Press
Release Date : 2019-06-23
Mathematical Modelling In Motor Neuroscience State Of The Art And Translation To The Clinic Ocular Motor Plant And Gaze Stabilization Mechanisms written by and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-23 with Science categories.
Mathematical Modelling in Motor Neuroscience: State of the Art and Translation to the Clinic. Ocular Motor Plant and Gaze Stabilization Mechanisms, Volume 248, the latest release in the Progress in Brain Research series, highlights new advances in the field, with this new volume presenting interesting chapters on a variety of topics, including Mathematical modeling in clinical and basic motor neuroscience, The math of medicine - the computational lessons learned from the human disease, Mathematical models - an extension of the clinician's mind, From differential equation to linear control systems: the study of the VOR, Closed lop and nonlinear systems, State-space equations and learning, Integrators and optimal control, and much more. Provides the authority and expertise of leading contributors from an international board of authors Presents the latest release in the Progress in Brain Research series Includes the latest information on mathematical modeling in motor neuroscience