Statistical Parametric Mapping The Analysis of Functional Brain Images

Statistical Parametric Mapping  The Analysis of Functional Brain Images
Author: William D. Penny,Karl J. Friston,John T. Ashburner,Stefan J. Kiebel,Thomas E. Nichols
Publsiher: Elsevier
Total Pages: 656
Release: 2011-04-28
ISBN: 0080466508
Category: Medical
Language: EN, FR, DE, ES & NL

Statistical Parametric Mapping The Analysis of Functional Brain Images Book Excerpt:

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

Structural Adaptive Segmentation for Statistical Parametric Mapping

Structural Adaptive Segmentation for Statistical Parametric Mapping
Author: Jörg Polzehl,Henning Voss,Karsten Tabelow
Publsiher: Unknown
Total Pages: 20
Release: 2010
ISBN: 1928374650XXX
Category: Electronic Book
Language: EN, FR, DE, ES & NL

Structural Adaptive Segmentation for Statistical Parametric Mapping Book Excerpt:

Brain Mapping The Methods

Brain Mapping  The Methods
Author: Arthur W. Toga,John C. Mazziotta,John C.. Mazziotta
Publsiher: Academic Press
Total Pages: 912
Release: 2002-09-25
ISBN: 9780126930191
Category: Medical
Language: EN, FR, DE, ES & NL

Brain Mapping The Methods Book Excerpt:

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

The Concise Corsini Encyclopedia of Psychology and Behavioral Science

The Concise Corsini Encyclopedia of Psychology and Behavioral Science
Author: W. Edward Craighead,Charles B. Nemeroff
Publsiher: John Wiley & Sons
Total Pages: 1128
Release: 2004-04-19
ISBN: 9780471220367
Category: Psychology
Language: EN, FR, DE, ES & NL

The Concise Corsini Encyclopedia of Psychology and Behavioral Science Book Excerpt:

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
Author: Todd D. Little
Publsiher: Oxford University Press
Total Pages: 784
Release: 2013-02-01
ISBN: 0199934908
Category: Psychology
Language: EN, FR, DE, ES & NL

The Oxford Handbook of Quantitative Methods Vol 2 Statistical Analysis Book Excerpt:

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.

Human Brain Function

Human Brain Function
Author: Karl J. Friston,Christopher D. Frith,Raymond J. Dolan,Cathy J. Price,Semir Zeki,John T. Ashburner,William D. Penny
Publsiher: Elsevier
Total Pages: 1144
Release: 2004-01-26
ISBN: 9780080472959
Category: Medical
Language: EN, FR, DE, ES & NL

Human Brain Function Book Excerpt:

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

Neuroscience Databases

Neuroscience Databases
Author: Rolf Kötter
Publsiher: Springer Science & Business Media
Total Pages: 310
Release: 2012-12-06
ISBN: 1461510791
Category: Medical
Language: EN, FR, DE, ES & NL

Neuroscience Databases Book Excerpt:

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.

Lesion to Symptom Mapping

Lesion to Symptom Mapping
Author: Dorian Pustina,Daniel Mirman
Publsiher: Springer Nature
Total Pages: 359
Release: 2022
ISBN: 1071622250
Category: Brain mapping
Language: EN, FR, DE, ES & NL

Lesion to Symptom Mapping Book Excerpt:

Recent developments in lesion-symptom mapping (LSM) have spurred rapid growth. This volume provides comprehensive coverage of the steps and considerations involved in LSM. The chapters cover the definition and types of brain lesions, how to prepare them for analysis, standard LSM methods, network-based LSM methods, and approaches of transient lesions induced by brain stimulation. These chapters are supplemented by practical, hands-on mini tutorials on implementing the different analyses using freely-available software. In the Neuromethods series style, chapters include the kind of detail and key advice from the specialists needed to get started using LSM in your laboratory. Cutting-edge and thorough, Lesion-to-Symptom Mapping: Principles and Tools connects core conceptual issues with available tools, making it a valuable resource for experienced and new researchers. .

Brain Mapping

Brain Mapping
Author: Arthur W. Toga,John C. Mazziotta
Publsiher: Gulf Professional Publishing
Total Pages: 680
Release: 2000-04-26
ISBN: 9780126925456
Category: Medical
Language: EN, FR, DE, ES & NL

Brain Mapping Book Excerpt:

The "sequel" to "Brain Mapping: The Methods", covers the utlization of methods for the study of brain structure and function. Organized by systems, it presents information on the normal as well as the diseased brain. It integrates the various methodologies with appropriate usage.

Advanced Image Processing in Magnetic Resonance Imaging

Advanced Image Processing in Magnetic Resonance Imaging
Author: Luigi Landini,Vincenzo Positano,Maria Santarelli
Publsiher: CRC Press
Total Pages: 632
Release: 2018-10-03
ISBN: 1420028669
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Advanced Image Processing in Magnetic Resonance Imaging Book Excerpt:

The popularity of magnetic resonance (MR) imaging in medicine is no mystery: it is non-invasive, it produces high quality structural and functional image data, and it is very versatile and flexible. Research into MR technology is advancing at a blistering pace, and modern engineers must keep up with the latest developments. This is only possible with a firm grounding in the basic principles of MR, and Advanced Image Processing in Magnetic Resonance Imaging solidly integrates this foundational knowledge with the latest advances in the field. Beginning with the basics of signal and image generation and reconstruction, the book covers in detail the signal processing techniques and algorithms, filtering techniques for MR images, quantitative analysis including image registration and integration of EEG and MEG techniques with MR, and MR spectroscopy techniques. The final section of the book explores functional MRI (fMRI) in detail, discussing fundamentals and advanced exploratory data analysis, Bayesian inference, and nonlinear analysis. Many of the results presented in the book are derived from the contributors' own work, imparting highly practical experience through experimental and numerical methods. Contributed by international experts at the forefront of the field, Advanced Image Processing in Magnetic Resonance Imaging is an indispensable guide for anyone interested in further advancing the technology and capabilities of MR imaging.

The Asymmetrical Brain

The Asymmetrical Brain
Author: Kenneth Hugdahl,Richard J. Davidson
Publsiher: MIT Press
Total Pages: 828
Release: 2003
ISBN: 9780262582544
Category: Medical
Language: EN, FR, DE, ES & NL

The Asymmetrical Brain Book Excerpt:

Research on brain asymmetry, with particular emphasis on findings made possible by recent advances in neuroimaging.

Brain Mapping

Brain Mapping
Author: Anonim
Publsiher: Academic Press
Total Pages: 2658
Release: 2015-02-14
ISBN: 0123973163
Category: Science
Language: EN, FR, DE, ES & NL

Brain Mapping Book Excerpt:

Brain Mapping: A Comprehensive Reference offers foundational information for students and researchers across neuroscience. With over 300 articles and a media rich environment, this resource provides exhaustive coverage of the methods and systems involved in brain mapping, fully links the data to disease (presenting side by side maps of healthy and diseased brains for direct comparisons), and offers data sets and fully annotated color images. Each entry is built on a layered approach of the content – basic information for those new to the area and more detailed material for experienced readers. Edited and authored by the leading experts in the field, this work offers the most reputable, easily searchable content with cross referencing across articles, a one-stop reference for students, researchers and teaching faculty. Broad overview of neuroimaging concepts with applications across the neurosciences and biomedical research Fully annotated color images and videos for best comprehension of concepts Layered content for readers of different levels of expertise Easily searchable entries for quick access of reputable information Live reference links to ScienceDirect, Scopus and PubMed

fMRI

fMRI
Author: Stephan Ulmer,Olav Jansen
Publsiher: Springer Science & Business Media
Total Pages: 325
Release: 2013-06-12
ISBN: 3642343422
Category: Medical
Language: EN, FR, DE, ES & NL

fMRI Book Excerpt:

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 Mapping The Disorders

Brain Mapping  The Disorders
Author: John C. Mazziotta,Arthur W. Toga,Richard S.J. Frackowiak
Publsiher: Elsevier
Total Pages: 669
Release: 2000-05-24
ISBN: 0080528260
Category: Medical
Language: EN, FR, DE, ES & NL

Brain Mapping The Disorders Book Excerpt:

Brain Mapping: The Disorders is the first comprehensive text to describe the uses of the latest brain mapping technologies in the evaluation of patients with neurological, neurosurgical and psychiatric disorders. With contributions from the leading figures in the field, this heavily illustrated text is organized by disorders of brain systems, with specific examples of how one should use current neuroimaging techniques to evaluate patients with specific cerebral disorders. Comprehensive in scope, the text discusses patient evaluations using the wide range of modern magnetic resonance imaging techniques, positron emission tomography, single photon emission computed tomography, optical intrinsic signal imaging, electroencephalography, magnetoencephalography, and transcranial magnetic stimulation. The third in this brain mapping series, Brain Mapping: The Disorders, is the ultimate text for anyone interested in the use of brain mapping techniques to study patients with disorders of the central nervous system. Provides a comprehensive, in-depth view of the current brain mapping techniques as they are used in the evaluation of patients with cerebral disorders Heavily illustrated to provide actual examples of the use of the specific techniques Includes contributions from the leaders in the field ensure authoritative and up-to-date material Completes the trilogy of three brain mapping texts dealing, respectively, with the methods, the applications of these methods in the normal brain and in patients with neurological, neurosurgical, and psychiatric disorders

Statistical Analysis of fMRI Data second edition

Statistical Analysis of fMRI Data  second edition
Author: F. Gregory Ashby
Publsiher: MIT Press
Total Pages: 569
Release: 2019-09-17
ISBN: 0262042681
Category: Medical
Language: EN, FR, DE, ES & NL

Statistical Analysis of fMRI Data second edition Book Excerpt:

A guide to all aspects of experimental design and data analysis for fMRI experiments, completely revised and updated for the second edition. Functional magnetic resonance imaging (fMRI), which allows researchers to observe neural activity in the human brain noninvasively, has revolutionized the scientific study of the mind. An fMRI experiment produces massive amounts of highly complex data for researchers to analyze. This book describes all aspects of experimental design and data analysis for fMRI experiments, covering every step—from preprocessing to advanced methods for assessing functional connectivity—as well as the most popular multivariate approaches. The goal is not to describe which buttons to push in the popular software packages but to help researchers understand the basic underlying logic, the assumptions, the strengths and weaknesses, and the appropriateness of each method. The field of fMRI research has advanced dramatically in recent years, in both methodology and technology, and this second edition has been completely revised and updated. Six new chapters cover experimental design, functional connectivity analysis through the methods of psychophysiological interactions and beta-series regression, decoding using multi-voxel pattern analysis, dynamic causal modeling, and representational similarity analysis. Other chapters offer new material on recently discovered problems related to head movements, the multivariate GLM, meta-analysis, and other topics. All complex derivations now appear at the end of the relevant chapter to improve readability. A new appendix describes how to build a design matrix with effect coding for group analysis. As in the first edition, MATLAB code is provided with which readers can implement many of the methods described.

Statistical Analysis of fMRI Data

Statistical Analysis of fMRI Data
Author: F. Gregory Ashby
Publsiher: MIT Press
Total Pages: 349
Release: 2011-03-11
ISBN: 0262294419
Category: Medical
Language: EN, FR, DE, ES & NL

Statistical Analysis of fMRI Data Book Excerpt:

An overview of statistical methods for analyzing data from fMRI experiments. Functional magnetic resonance imaging (fMRI), which allows researchers to observe neural activity in the human brain noninvasively, has revolutionized the scientific study of the mind. An fMRI experiment produces massive amounts of highly complex data; researchers face significant challenges in analyzing the data they collect. This book offers an overview of the most widely used statistical methods of analyzing fMRI data. Every step is covered, from preprocessing to advanced methods for assessing functional connectivity. The goal is not to describe which buttons to push in the popular software packages but to help readers understand the basic underlying logic, the assumptions, the strengths and weaknesses, and the appropriateness of each method. The book covers all of the important current topics in fMRI data analysis, including the relation of the fMRI BOLD (blood oxygen-level dependent) response to neural activation; basic analyses done in virtually every fMRI article—preprocessing, constructing statistical parametrical maps using the general linear model, solving the multiple comparison problem, and group analyses; the most popular methods for assessing functional connectivity—coherence analysis and Granger causality; two widely used multivariate approaches, principal components analysis and independent component analysis; and a brief survey of other current fMRI methods. The necessary mathematics is explained at a conceptual level, but in enough detail to allow mathematically sophisticated readers to gain more than a purely conceptual understanding. The book also includes short examples of Matlab code that implement many of the methods described; an appendix offers an introduction to basic Matlab matrix algebra commands (as well as a tutorial on matrix algebra). A second appendix introduces multivariate probability distributions.

Progress in Brain Mapping Research

Progress in Brain Mapping Research
Author: F. J. Chen
Publsiher: Nova Publishers
Total Pages: 278
Release: 2006
ISBN: 9781594545801
Category: Medical
Language: EN, FR, DE, ES & NL

Progress in Brain Mapping Research Book Excerpt:

This outstanding book includes research derived from non-invasive brain imaging modalities used to explore the spatial and temporal organisation of the neural systems supporting human behaviour. Imaging modalities of interest include positron emission tomography, event-related potentials, electro - and magnetoencephalography, magnetic resonance imaging, and single-photon emission tomography. Coverage includes novel brain imaging methods, analyses for detecting or localising neural activity, synergistic uses of multiple imaging modalities, and strategies for the design of behavioural paradigms and neural-systems modelling.

From Photography to fMRI

From Photography to fMRI
Author: Paula Muhr
Publsiher: transcript Verlag
Total Pages: 615
Release: 2022-09-30
ISBN: 3839461766
Category: Art
Language: EN, FR, DE, ES & NL

From Photography to fMRI Book Excerpt:

Hysteria, a mysterious disease known since antiquity, is said to have ceased to exist. Challenging this commonly held view, this is the first cross-disciplinary study to examine the current functional neuroimaging research into hysteria and compare it to the 19th-century image-based research into the same disorder. Paula Muhr's central argument is that, both in the 19th-century and current neurobiological research on hysteria, images have enabled researchers to generate new medical insights. Through detailed case studies, Muhr traces how different images, from photography to functional brain scans, have reshaped the historically situated medical understanding of this disorder that defies the mind-body dualism.

Positron Emission Tomography

Positron Emission Tomography
Author: Chia-Hung Hsieh
Publsiher: BoD – Books on Demand
Total Pages: 350
Release: 2012-02-08
ISBN: 9533078243
Category: Medical
Language: EN, FR, DE, ES & NL

Positron Emission Tomography Book Excerpt:

This book's stated purpose is to provide a discussion of the technical basis and clinical applications of positron emission tomography (PET), as well as their recent progress in nuclear medicine. It also summarizes current literature about research and clinical science in PET. The book is divided into two broad sections: basic science and clinical science. The basic science section examines PET imaging processing, kinetic modeling, free software, and radiopharmaceuticals. The clinical science section demonstrates various clinical applications and diagnoses. The text is intended not only for scientists, but also for all clinicians seeking recent information regarding PET.

Math Unlimited

Math Unlimited
Author: R. Sujatha,H. N. Ramaswamy,C. S. Yogananda
Publsiher: CRC Press
Total Pages: 350
Release: 2011-11-11
ISBN: 1439876339
Category: Mathematics
Language: EN, FR, DE, ES & NL

Math Unlimited Book Excerpt:

This collection of essays spans pure and applied mathematics. Readers interested in mathematical research and historical aspects of mathematics will appreciate the enlightening content of the material. Highlighting the pervasive nature of mathematics today in a host of different areas, the book also covers the spread of mathematical ideas and techniques in areas ranging from computer science to physics to biology.