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Statistical Parametric Mapping

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Statistical Parametric Mapping The Analysis of Functional Brain Images

Statistical Parametric Mapping  The Analysis of Functional Brain Images Book
Author : William D. Penny,Karl J. Friston,John T. Ashburner,Stefan J. Kiebel,Thomas E. Nichols
Publisher : Elsevier
Release : 2011-04-28
ISBN : 0080466508
Language : En, Es, Fr & De

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Book Description :

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

Neuroscience Databases

Neuroscience Databases Book
Author : Rolf Kötter
Publisher : Springer Science & Business Media
Release : 2012-12-06
ISBN : 1461510791
Language : En, Es, Fr & De

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Book Description :

Neuroscience Databases: A Practical Guide is the first book providing a comprehensive overview of these increasingly important databases. This volume makes the results of the Human Genome Project and other recent large-scale initiatives in the neurosciences available to a wider community. It extends the scope of bioinformatics from the molecular to the cellular, microcircuitry and systems levels, dealing for the first time with complex neuroscientific issues and leading the way to a new culture of data sharing and data mining necessary to successfully tackle neuroscience questions. Aimed at the novice user who wants to access the data, it provides clear and concise instructions on how to download the available data sets and how to use the software with a minimum of technical detail with most chapters written by the database creators themselves.

Human Brain Function

Human Brain Function Book
Author : Karl J. Friston,Christopher D. Frith,Raymond J. Dolan,Cathy J. Price,Semir Zeki,John T. Ashburner,William D. Penny
Publisher : Elsevier
Release : 2004-01-26
ISBN : 9780080472959
Language : En, Es, Fr & De

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Book Description :

This updated second edition provides the state of the art perspective of the theory, practice and application of modern non-invasive imaging methods employed in exploring the structural and functional architecture of the normal and diseased human brain. Like the successful first edition, it is written by members of the Functional Imaging Laboratory - the Wellcome Trust funded London lab that has contributed much to the development of brain imaging methods and their application in the last decade. This book should excite and intrigue anyone interested in the new facts about the brain gained from neuroimaging and also those who wish to participate in this area of brain science. * Represents an almost entirely new book from 1st edition, covering the rapid advances in methods and in understanding of how human brains are organized * Reviews major advances in cognition, perception, emotion and action * Introduces novel experimental designs and analytical techniques made possible with fMRI, including event-related designs and non-linear analysis

Functional Neuroimaging

Functional Neuroimaging Book
Author : Robert W. Thatcher
Publisher : Unknown
Release : 1994
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

The 1990s have been designated by congress and the president as the decade of the brain, in part due to recognition of the expansion of knowledge and technology in the realm of neuroscience. Functional neuroimaging encompasses the technique of electrophysiology (EEG), magnetoecephalography (MEG), magnetic resonance imaging (MRI), and positron emission tomography (PET). Through these techniques, high resolution, 3 dimensional anatomical information can be obtained ofthe brain and it's functioning in normal and diseases states. Neuroscientists everywhere use neuroimaging in research, and these techniques are also used regularly by clinicians, and increasingly by biopsychologists. Given the increase in the number of techniques, and their diversity of applications, there is a need for a comprehensive volume to address both the technology and function of their use. Key Features * Addresses the technical problems of image registration * Compares different approaches to inter-subject and intra-subject analysis * Explores the synergestic advantages of multivolume integration * Divided into four sections devoted to relevant, timely issues

Handbook of Functional MRI Data Analysis

Handbook of Functional MRI Data Analysis Book
Author : Russell A. Poldrack,Jeanette A. Mumford,Thomas E. Nichols
Publisher : Cambridge University Press
Release : 2011-08-22
ISBN : 1139498363
Language : En, Es, Fr & De

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Book Description :

Functional magnetic resonance imaging (fMRI) has become the most popular method for imaging brain function. Handbook of Functional MRI Data Analysis provides a comprehensive and practical introduction to the methods used for fMRI data analysis. Using minimal jargon, this book explains the concepts behind processing fMRI data, focusing on the techniques that are most commonly used in the field. This book provides background about the methods employed by common data analysis packages including FSL, SPM and AFNI. Some of the newest cutting-edge techniques, including pattern classification analysis, connectivity modeling and resting state network analysis, are also discussed. Readers of this book, whether newcomers to the field or experienced researchers, will obtain a deep and effective knowledge of how to employ fMRI analysis to ask scientific questions and become more sophisticated users of fMRI analysis software.

Handbook of Mathematical Geosciences

Handbook of Mathematical Geosciences Book
Author : Frits Agterberg,Qiuming Cheng,Bs Daya Sagar
Publisher : Unknown
Release : 2020-10-09
ISBN : 9781013276293
Language : En, Es, Fr & De

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Book Description :

This Open Access handbook published at the IAMG's 50th anniversary, presents a compilation of invited path-breaking research contributions by award-winning geoscientists who have been instrumental in shaping the IAMG. It contains 45 chapters that are categorized broadly into five parts (i) theory, (ii) general applications, (iii) exploration and resource estimation, (iv) reviews, and (v) reminiscences covering related topics like mathematical geosciences, mathematical morphology, geostatistics, fractals and multifractals, spatial statistics, multipoint geostatistics, compositional data analysis, informatics, geocomputation, numerical methods, and chaos theory in the geosciences. This work was published by Saint Philip Street Press pursuant to a Creative Commons license permitting commercial use. All rights not granted by the work's license are retained by the author or authors.

Handbook of Neuroimaging Data Analysis

Handbook of Neuroimaging Data Analysis Book
Author : Hernando Ombao,Martin Lindquist,Wesley Thompson,John Aston
Publisher : CRC Press
Release : 2016-11-18
ISBN : 1482220989
Language : En, Es, Fr & De

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Book Description :

This book explores various state-of-the-art aspects behind the statistical analysis of neuroimaging data. It examines the development of novel statistical approaches to model brain data. Designed for researchers in statistics, biostatistics, computer science, cognitive science, computer engineering, biomedical engineering, applied mathematics, physics, and radiology, the book can also be used as a textbook for graduate-level courses in statistics and biostatistics or as a self-study reference for Ph.D. students in statistics, biostatistics, psychology, neuroscience, and computer science.

Statistical parametric mapping

Statistical parametric mapping  Book
Author : Anonim
Publisher : Unknown
Release : 2006
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Statistical parametric mapping book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Statistical Parametric Mapping

Statistical Parametric Mapping Book
Author : Karl J. Friston
Publisher : Unknown
Release : 2007
ISBN : 9787030263490
Language : En, Es, Fr & De

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Book Description :

Download Statistical Parametric Mapping book written by Karl J. Friston, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Information Processing in Medical Imaging

Information Processing in Medical Imaging Book
Author : Jerry L. Prince,Dzung L. Pham,Kyle J. Myers
Publisher : Springer
Release : 2009-07-30
ISBN : 364202498X
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refeered proceedings of the 21st International Conference on Information Processing in Medical Imaging, IPMI 2009, held in Williamsburg, VA, USA, in July 2009 The 26 revised full papers and 33 revised poster papers presented were carefully reviewed and selected from 150 submissions. The papers are organized in topical sections on diffusion imaging, PET imaging, image registration, functional networks, space curves, tractography, microscopy, exploratory analyses, features and detection, image guided surgery, shape analysis, motion, and segmentation and validation.

Functional MRI

Functional MRI Book
Author : Ramachandran Ramani
Publisher : Oxford University Press
Release : 2019-01-23
ISBN : 019029776X
Language : En, Es, Fr & De

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Book Description :

Functional MRI: Basic Principles and Emerging Clinical Applications provides an overview of the basic principles of fMRI for clinicians with minimal knowledge of the imaging technique and its research potential and clinical applications. The text is divided into two parts, with Section I covering the primary signal measured in fMRI (BOLD), the correlation between neuronal activity and the BOLD signal, and how the data is analyzed and interpreted in fMRI. Section II explores applications of fMRI in cognitive neuroscience and common psychiatric disorders, surgical planning in neurosurgery, anesthesia and the intensive care unit, and more. Timely and highly accessible, this book is a valuable resource for researchers and clinicians interested in understanding what fMRI is, how it works, and its applications.

The Geometry of Random Fields

The Geometry of Random Fields Book
Author : Robert J. Adler
Publisher : SIAM
Release : 2010-01-28
ISBN : 0898716934
Language : En, Es, Fr & De

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Book Description :

An important treatment of the geometric properties of sets generated by random fields, including a comprehensive treatment of the mathematical basics of random fields in general. It is a standard reference for all researchers with an interest in random fields, whether they be theoreticians or come from applied areas.

Niedermeyer s Electroencephalography

Niedermeyer s Electroencephalography Book
Author : Donald L. Schomer,Fernando Lopes da Silva
Publisher : Lippincott Williams & Wilkins
Release : 2012-10-18
ISBN : 1451153155
Language : En, Es, Fr & De

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Book Description :

The leading reference on electroencephalography since 1982, Niedermeyer's Electroencephalography is now in its thoroughly updated Sixth Edition. An international group of experts provides comprehensive coverage of the neurophysiologic and technical aspects of EEG, evoked potentials, and magnetoencephalography, as well as the clinical applications of these studies in neonates, infants, children, adults, and older adults. This edition's new lead editor, Donald Schomer, MD, has updated the technical information and added a major new chapter on artifacts. Other highlights include complete coverage of EEG in the intensive care unit and new chapters on integrating other recording devices with EEG; transcranial electrical and magnetic stimulation; EEG/TMS in evaluation of cognitive and mood disorders; and sleep in premature infants, children and adolescents, and the elderly. A companion website includes fully searchable text and image bank.

Random Fields and Geometry

Random Fields and Geometry Book
Author : R. J. Adler,Jonathan E. Taylor
Publisher : Springer Science & Business Media
Release : 2009-01-29
ISBN : 0387481168
Language : En, Es, Fr & De

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Book Description :

This monograph is devoted to a completely new approach to geometric problems arising in the study of random fields. The groundbreaking material in Part III, for which the background is carefully prepared in Parts I and II, is of both theoretical and practical importance, and striking in the way in which problems arising in geometry and probability are beautifully intertwined. "Random Fields and Geometry" will be useful for probabilists and statisticians, and for theoretical and applied mathematicians who wish to learn about new relationships between geometry and probability. It will be helpful for graduate students in a classroom setting, or for self-study. Finally, this text will serve as a basic reference for all those interested in the companion volume of the applications of the theory.

Brain Mapping The Methods

Brain Mapping  The Methods Book
Author : Arthur W.. Toga,Arthur W. Toga,John C. Mazziotta,John C.. Mazziotta
Publisher : Academic Press
Release : 2002-09-25
ISBN : 9780126930191
Language : En, Es, Fr & De

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Book Description :

The number of scientists and laboratories involved with brain mapping is increasing exponentially; and the second edition of this comprehensive reference has also grown much larger than the first (published in 1996), including, for example, five chapters on structural and functional MRI where the fi

Advanced Brain Neuroimaging Topics in Health and Disease

Advanced Brain Neuroimaging Topics in Health and Disease Book
Author : Dorina Papageorgiou,George Christopoulos,Stelios Smirnakis
Publisher : BoD – Books on Demand
Release : 2014-05-31
ISBN : 9535112031
Language : En, Es, Fr & De

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Book Description :

The brain is the most complex computational device we know, consisting of highly interacting and redundant networks of areas, supporting specific brain functions. The rules by which these areas organize themselves to perform specific computations have only now started to be uncovered. Advances in non-invasive neuroimaging technologies have revolutionized our understanding of the functional anatomy of cortical circuits in health and disease states, which is the focus of this book. The first section of this book focuses on methodological issues, such as combining functional MRI technology with other brain imaging modalities. The second section examines the application of brain neuroimaging to understand cognitive, visual, auditory, motor and decision-making networks, as well as neurological diseases. The use of non-invasive neuroimaging technologies will continue to stimulate an exponential growth in understanding basic brain processes, largely as a result of sustained advances in neuroimaging methods and applications.

The Use of Statistical Parametric Mapping for Longitudinal PET

The Use of Statistical Parametric Mapping for Longitudinal PET Book
Author : Panatsada Awikunprasert
Publisher : Unknown
Release : 2010
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download The Use of Statistical Parametric Mapping for Longitudinal PET book written by Panatsada Awikunprasert, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Quantitative EEG Analysis Methods and Clinical Applications

Quantitative EEG Analysis Methods and Clinical Applications Book
Author : Shanbao Tong,Nitish Vyomesh Thakor
Publisher : Artech House
Release : 2009
ISBN : 1596932058
Language : En, Es, Fr & De

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Book Description :

This authoritative volume provides an overview of basic and advanced techniques used in quantitative EEG (qEEG) analysis. The book provides a wide range of mathematical tools used in qEEG, from single channel discriptors to the interactions among multi-channel EEG analysis. Moreover, you find coverage of the latest and most popular application in the field, including mental and neurological disease detection/monitoring, physiological and cognitive phenomena research, and fMRI.

Artificial Neural Networks and Machine Learning ICANN 2013

Artificial Neural Networks and Machine Learning    ICANN 2013 Book
Author : Valeri Mladenov,Petia Koprinkova-Hristova,Günther Palm,Alessandro Villa,Bruno Apolloni,Nikola K. Kasabov
Publisher : Springer
Release : 2013-09-04
ISBN : 3642407285
Language : En, Es, Fr & De

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Book Description :

The book constitutes the proceedings of the 23rd International Conference on Artificial Neural Networks, ICANN 2013, held in Sofia, Bulgaria, in September 2013. The 78 papers included in the proceedings were carefully reviewed and selected from 128 submissions. The focus of the papers is on following topics: neurofinance graphical network models, brain machine interfaces, evolutionary neural networks, neurodynamics, complex systems, neuroinformatics, neuroengineering, hybrid systems, computational biology, neural hardware, bioinspired embedded systems, and collective intelligence.

The Oxford Handbook of Quantitative Methods Vol 2 Statistical Analysis

The Oxford Handbook of Quantitative Methods  Vol  2  Statistical Analysis Book
Author : Todd D. Little
Publisher : Oxford University Press
Release : 2013-02-01
ISBN : 0199934908
Language : En, Es, Fr & De

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Book Description :

Research today demands the application of sophisticated and powerful research tools. Fulfilling this need, The Oxford Handbook of Quantitative Methods is the complete tool box to deliver the most valid and generalizable answers to todays complex research questions. It is a one-stop source for learning and reviewing current best-practices in quantitative methods as practiced in the social, behavioral, and educational sciences. Comprising two volumes, this handbook covers a wealth of topics related to quantitative research methods. It begins with essential philosophical and ethical issues related to science and quantitative research. It then addresses core measurement topics before delving into the design of studies. Principal issues related to modern estimation and mathematical modeling are also detailed. Topics in the handbook then segway into the realm of statistical inference and modeling with chapters dedicated to classical approaches as well as modern latent variable approaches. Numerous chapters associated with longitudinal data and more specialized techniques round out this broad selection of topics. Comprehensive, authoritative, and user-friendly, this two-volume set will be an indispensable resource for serious researchers across the social, behavioral, and educational sciences.