Image And Brain
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Statistical And Computational Methods In Brain Image Analysis
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Author : Moo K. Chung
language : en
Publisher:
Release Date : 2024-10-14
Statistical And Computational Methods In Brain Image Analysis written by Moo K. Chung and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-14 with Mathematics categories.
The massive amount of nonstandard high-dimensional brain imaging data being generated is often difficult to analyze using current techniques. This challenge in brain image analysis requires new computational approaches and solutions. But none of the research papers or books in the field describe the quantitative techniques with detailed illustrations of actual imaging data and computer codes. Using MATLAB(R) and case study data sets, Statistical and Computational Methods in Brain Image Analysis is the first book to explicitly explain how to perform statistical analysis on brain imaging data. The book focuses on methodological issues in analyzing structural brain imaging modalities such as MRI and DTI. Real imaging applications and examples elucidate the concepts and methods. In addition, most of the brain imaging data sets and MATLAB codes are available on the author's website. By supplying the data and codes, this book enables researchers to start their statistical analyses immediately. Also suitable for graduate students, it provides an understanding of the various statistical and computational methodologies used in the field as well as important and technically challenging topics.
Image And Brain
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Author : Stephen M. Kosslyn
language : en
Publisher: MIT Press
Release Date : 1996-08-26
Image And Brain written by Stephen M. Kosslyn and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996-08-26 with Psychology categories.
This long-awaited work by prominent Harvard psychologist Stephen Kosslyn integrates a twenty-year research program on the nature of high-level vision and mental imagery. Image and Brain marshals insights and empirical results from computer vision, neuroscience, and cognitive science to develop a general theory of visual mental imagery, its relation to visual perception, and its implementation in the human brain. It offers a definitive resolution to the long-standing debate about the nature of the internal representation of visual mental imagery. Kosslyn reviews evidence that perception and representation are inextricably linked, and goes on to show how "quasi-pictorial" events in the brain are generated, interpreted, and used in cognition. The theory is tested with brain-scanning techniques that provide stronger evidence than has been possible in the past. Known for his work in high-level vision, one of the most empirically successful areas of experimental psychology, Kosslyn uses a highly interdisciplinary approach. He reviews and integrates an extensive amount of literature in a coherent presentation, and reports a wide range of new findings using a host of techniques. A Bradford Book
Image And Brain
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Author : Stephen Michael Kosslyn
language : en
Publisher: Mit Press
Release Date : 1994-01-01
Image And Brain written by Stephen Michael Kosslyn and has been published by Mit Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994-01-01 with Psychology categories.
"Image and Brain attempts what is rarely seen in cognitive neuroscience: The Big Picture. To be sure, it is Kosslyn's Big Picture, but that is probably the best there is." -- Irving Biederman, William M. Keck Professor of Cognitive Neuroscience, University of Southern California. This long-awaited work by prominent Harvard psychologist Stephen Kosslyn integrates a twenty-year research program on the nature of high-level vision and mental imagery. Image and Brain marshals insights and empirical results from computer vision, neuroscience, and cognitive science to develop a general theory of visual mental imagery, its relation to visual perception, and its implementation in the human brain. It offers a definitive resolution to the long-standing debate about the nature of the internal representation of visual mental imagery. Kosslyn reviews evidence that perception and representation are inextricably linked, and goes on to show how "quasi-pictorial" events in the brain are generated, interpreted, and used in cognition. The theory is tested with brain- scanning techniques that provide stronger evidence than has been possible in the past. Known for his work in high-level vision, one of the most empirically successful areas of experimental psychology, Kosslyn uses a highly interdisciplinary approach. He reviews and integrates an extensive amount of literature in a coherent presentation, and reports a wide range of new findings using a host of techniques. A Bradford Book
Statistical Parametric Mapping The Analysis Of Functional Brain Images
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Author : William D. Penny
language : en
Publisher: Elsevier
Release Date : 2011-04-28
Statistical Parametric Mapping The Analysis Of Functional Brain Images written by William D. Penny and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-04-28 with Psychology categories.
In an age where the amount of data collected from brain imaging is increasing constantly, it is of critical importance to analyse those data within an accepted framework to ensure proper integration and comparison of the information collected. This book describes the ideas and procedures that underlie the analysis of signals produced by the brain. The aim is to understand how the brain works, in terms of its functional architecture and dynamics. This book provides the background and methodology for the analysis of all types of brain imaging data, from functional magnetic resonance imaging to magnetoencephalography. Critically, Statistical Parametric Mapping provides a widely accepted conceptual framework which allows treatment of all these different modalities. This rests on an understanding of the brain's functional anatomy and the way that measured signals are caused experimentally. The book takes the reader from the basic concepts underlying the analysis of neuroimaging data to cutting edge approaches that would be difficult to find in any other source. Critically, the material is presented in an incremental way so that the reader can understand the precedents for each new development. This book will be particularly useful to neuroscientists engaged in any form of brain mapping; who have to contend with the real-world problems of data analysis and understanding the techniques they are using. It is primarily a scientific treatment and a didactic introduction to the analysis of brain imaging data. It can be used as both a textbook for students and scientists starting to use the techniques, as well as a reference for practicing neuroscientists. The book also serves as a companion to the software packages that have been developed for brain imaging data analysis. - An essential reference and companion for users of the SPM software - Provides a complete description of the concepts and procedures entailed by the analysis of brain images - Offers full didactic treatment of the basic mathematics behind the analysis of brain imaging data - Stands as a compendium of all the advances in neuroimaging data analysis over the past decade - Adopts an easy to understand and incremental approach that takes the reader from basic statistics to state of the art approaches such as Variational Bayes - Structured treatment of data analysis issues that links different modalities and models - Includes a series of appendices and tutorial-style chapters that makes even the most sophisticated approaches accessible
A Vision Of The Brain
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Author : Semir Zeki
language : en
Publisher: Wiley-Blackwell
Release Date : 2010-01-15
A Vision Of The Brain written by Semir Zeki and has been published by Wiley-Blackwell this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-01-15 with categories.
* Authored by one of the world's foremost authorities on the biology of the brain. * Illustrated in two colours throughout. * Contains a section of full-colour graphics. * A benchmark text for students and researchers alike. .
Brain Imaging With Mri And Ct
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Author : Zoran Rumboldt
language : en
Publisher: Cambridge University Press
Release Date : 2012-11-08
Brain Imaging With Mri And Ct written by Zoran Rumboldt 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 2012-11-08 with Medical categories.
Most imaging books are ordered according to underlying etiology. However, in real life clinical practice, radiologists usually make their differential diagnoses according to the image patterns, as the etiology is often unknown. Brain Imaging with MRI and CT presents over 180 disease processes and normal variants, grouping entities by these basic patterns to accentuate differential diagnostic features. High quality CT and MRI scans show multiple typical and distinguishing images for each entity. Common and unusual clinical scenarios are described, including dilated perivascular spaces, capillary teleangiectasia, Susac's syndrome and desmoplastic infantile ganglioglioma. Both basic and advanced imaging techniques are used, reflecting the reality of clinical practice. This image-focused book emphasises the most pertinent clinical information relevant to the diagnostic process. Trainee and practising radiologists will find Brain Imaging with MRI and CT an invaluable and clinically relevant tool for learning and teaching.
Cognitive Psychology
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Author : Edward E. Smith
language : en
Publisher: Pearson Education
Release Date : 2008-08
Cognitive Psychology written by Edward E. Smith and has been published by Pearson Education this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-08 with Bilişsel nörobilim categories.
1 How the Brain Gives Rise to the Mind 2 Perception 3 Attention 4 Representation and Knowledge in Long-Term Memory 5 Encoding and Retrieval from Long-Term Memory 6 Working Memory 7 Executive Processes 8 Emotion and Cognition 9 Decision Making 10 Problem Solving and Reasoning 11 Motor Cognition and Mental Simulation 12 Language.
Images Of Human Behavior
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Author : Daniel G. Amen
language : en
Publisher:
Release Date : 2004-01-01
Images Of Human Behavior written by Daniel G. Amen and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-01-01 with Attention-deficit hyperactivity disorder categories.
An introduction to brain SPECT imaging and brain-behavior relationships. Contains images on a wide variety of neuropsychiatric disorders, including dementia, brain trauma, depression, anxiety, ADD, PMS, aggression, and drug abuse.
Imaging Of The Brain
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Author : Thomas P. Naidich, MD
language : en
Publisher: Elsevier Health Sciences
Release Date : 2012-10-31
Imaging Of The Brain written by Thomas P. Naidich, MD 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 2012-10-31 with Medical categories.
Imaging of the Brain provides the advanced expertise you need to overcome the toughest diagnostic challenges in neuroradiology. Combining the rich visual guidance of an atlas with the comprehensive, in-depth coverage of a definitive reference, this significant new work in the Expert Radiology series covers every aspect of brain imaging, equipping you to make optimal use of the latest diagnostic modalities. Compare your clinical findings to more than 2,800 digital-quality images of both radiographic images and cutting edge modalities such as MR, multislice CT, ultrasonography, and nuclear medicine, including PET and PET/CT. Visualize relevant anatomy more easily thanks to full-color anatomic views throughout. Choose the most effective diagnostic options, with an emphasis on cost-effective imaging. Apply the expertise of a diverse group of world authorities from around the globe on imaging of the brain. Use this reference alongside Dr. Naidich's Imaging of the Spine for complementary coverage of all aspects of neuroimaging. Access the complete contents of Imaging of the Brain online and download all the images at www.expertconsult.com.
Imaging Of The Human Brain In Health And Disease
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Author : Philip Seeman
language : en
Publisher: Elsevier
Release Date : 2013-11-15
Imaging Of The Human Brain In Health And Disease written by Philip Seeman and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-15 with Science categories.
Brain imaging technology remains at the forefront of advances in both our understanding of the brain and our ability to diagnose and treat brain disease and disorders. Imaging of the Human Brain in Health and Disease examines the localization of neurotransmitter receptors in the nervous system of normal, healthy humans and compares that with humans who are suffering from various neurologic diseases. Opening chapters introduce the basic science of imaging neurotransmitters, including sigma, acetylcholine, opioid, and dopamine receptors. Imaging the healthy and diseased brain includes brain imaging of anger, pain, autism, the release of dopamine, the impact of cannabinoids, and Alzheimer's disease. This book is a valuable companion to a wide range of scholars, students, and researchers in neuroscience, clinical neurology, and psychiatry, and provides a detailed introduction to the application of advanced imaging to the treatment of brain disorders and disease. - A focused introduction to imaging healthy and diseased brains - Focuses on the primary neurotransmitter release - Includes sigma, acetylcholine, opioid, and dopamine receptors - Presents the imaging of healthy and diseased brains via anger, pain, autism, and Alzheimer's disease