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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

Statistical parametric mapping

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

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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.

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.

Structural Adaptive Segmentation for Statistical Parametric Mapping

Structural Adaptive Segmentation for Statistical Parametric Mapping Book
Author : Jörg Polzehl,Henning Voss,Karsten Tabelow
Publisher : Unknown
Release : 2010
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Structural Adaptive Segmentation for Statistical Parametric Mapping book written by Jörg Polzehl,Henning Voss,Karsten Tabelow, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Wavelets ICA and Statistical Parametric Mapping

Wavelets  ICA and Statistical Parametric Mapping Book
Author : In Kang
Publisher : Unknown
Release : 2011
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Wavelets ICA and Statistical Parametric Mapping book written by In Kang, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Statistical Parametric Mapping Analysis of Positron Emission Tomography Images for the Detection of Seizure Foci

Statistical Parametric Mapping Analysis of Positron Emission Tomography Images for the Detection of Seizure Foci Book
Author : Jeffrey R. Tseng
Publisher : Unknown
Release : 1997
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Statistical Parametric Mapping Analysis of Positron Emission Tomography Images for the Detection of Seizure Foci book written by Jeffrey R. Tseng, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Independent Component Analysis of Personality and Symptoms of Depression and Statistical Parametric Mapping of Personality and Brain Function

Independent Component Analysis of Personality and Symptoms of Depression and Statistical Parametric Mapping of Personality and Brain Function Book
Author : Robin Maree Turner
Publisher : Unknown
Release : 2004
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Independent Component Analysis of Personality and Symptoms of Depression and Statistical Parametric Mapping of Personality and Brain Function book written by Robin Maree Turner, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Effects of Loading and Target Locations on Age Related Kinematic Differences A Study Using Statistical Parametric Mapping

Effects of Loading and Target Locations on Age Related Kinematic Differences   A Study Using Statistical Parametric Mapping Book
Author : Xiaotong Li
Publisher : Unknown
Release : 2015
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Effects of Loading and Target Locations on Age Related Kinematic Differences A Study Using Statistical Parametric Mapping book written by Xiaotong Li, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

An Iterative Approach to Hemodynamic Response Function Temporal Derivatives in Statistical Parametric Mapping for Functional Neuroimaging

An Iterative Approach to Hemodynamic Response Function Temporal Derivatives in Statistical Parametric Mapping for Functional Neuroimaging Book
Author : John Muschelli
Publisher : Unknown
Release : 2010
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download An Iterative Approach to Hemodynamic Response Function Temporal Derivatives in Statistical Parametric Mapping for Functional Neuroimaging book written by John Muschelli, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Optimisation of Image Processing in SPECT for Detection of Alzheimer s Disease Using Statistical Parametric Mapping

Optimisation of Image Processing in SPECT for Detection of Alzheimer s Disease Using Statistical Parametric Mapping Book
Author : Marco Kuntzsch
Publisher : Unknown
Release : 2003
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Optimisation of Image Processing in SPECT for Detection of Alzheimer s Disease Using Statistical Parametric Mapping book written by Marco Kuntzsch, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

The Concise Corsini Encyclopedia of Psychology and Behavioral Science

The Concise Corsini Encyclopedia of Psychology and Behavioral Science Book
Author : W. Edward Craighead,Charles B. Nemeroff
Publisher : John Wiley & Sons
Release : 2004-04-19
ISBN : 9780471220367
Language : En, Es, Fr & De

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Book Description :

Edited by high caliber experts, and contributed to by quality researchers and practitioners in psychology and related fields. Includes over 500 topical entries Each entry features suggested readings and extensive cross-referencing Accessible to students and general readers Edited by two outstanding scholars and clinicians

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.

Robust Statistical Inference in Human Brain Mapping

Robust Statistical Inference in Human Brain Mapping Book
Author : Xue Yang
Publisher : Unknown
Release : 2013
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Robust Statistical Inference in Human Brain Mapping book written by Xue Yang, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

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

fMRI

fMRI Book
Author : Stephan Ulmer,Olav Jansen
Publisher : Springer Science & Business Media
Release : 2013-06-12
ISBN : 3642343422
Language : En, Es, Fr & De

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Book Description :

Over the past two decades, fMRI has evolved into an invaluable clinical tool for routine brain imaging. This book provides a state of the art overview of fMRI and its use in clinical practice. Experts in the field share their knowledge and explain how to overcome diverse potential technical barriers and problems. Starting from the very basics on the origin of the BOLD signal, the book covers technical issues, anatomical landmarks, the full range of clinical applications, methods of statistical analysis, and special issues in various clinical fields. Comparisons are made with other brain mapping techniques, such as DTI, PET, TMS, EEG, and MEG, and their combined use with fMRI is also discussed. Since the first edition, original chapters have been updated and new chapters added, covering both novel aspects of analysis and further important clinical applications.

Brain Signal Analysis

Brain Signal Analysis Book
Author : Todd C. Handy
Publisher : MIT Press
Release : 2009
ISBN : 0262013088
Language : En, Es, Fr & De

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Book Description :

Recent developments in the tools and techniques of data acquisition and analysis incognitive electrophysiology.

Selection of a Model of Cerebral Activity for FMRI Group Data Analysis

Selection of a Model of Cerebral Activity for FMRI Group Data Analysis Book
Author : Merlin Keller
Publisher : Unknown
Release : 2010
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

This thesis is dedicated to the statistical analysis of multi-sub ject fMRI data, with the purpose of identifying bain structures involved in certain cognitive or sensori-motor tasks, in a reproducible way across sub jects. To overcome certain limitations of standard voxel-based testing methods, as implemented in the Statistical Parametric Mapping (SPM) software, we introduce a Bayesian model selection approach to this problem, meaning that the most probable model of cerebral activity given the data is selected from a pre-defined collection of possible models. Based on a parcellation of the brain volume into functionally homogeneous regions, each model corresponds to a partition of the regions into those involved in the task under study and those inactive. This allows to incorporate prior information, and avoids the dependence of the SPM-like approach on an arbitrary threshold, called the clusterforming threshold, to define active regions. By controlling a Bayesian risk, our approach balances false positive and false negative risk control. urthermore, it is based on a generative model that accounts for the spatial uncertainty on the localization of individual effects, due to spatial normalization errors. On both simulated and real fMRI datasets, we show that this new paradigm corrects several biases of the SPM-like approach, which either swells or misses the different active regions, depending on the choice of a cluster-forming threshold.

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 : 2002-10-09
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