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
Publisher : Elsevier
Page : 656 pages
File Size : 52,7 Mb
Release : 2011-04-28
Category : Medical
ISBN : 9780080466507

Get Book

Statistical Parametric Mapping: The Analysis of Functional Brain Images by William D. Penny,Karl J. Friston,John T. Ashburner,Stefan J. Kiebel,Thomas E. Nichols Pdf

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

Author : Rolf Kötter
Publisher : Springer Science & Business Media
Page : 317 pages
File Size : 49,6 Mb
Release : 2012-12-06
Category : Medical
ISBN : 9781461510796

Get Book

Neuroscience Databases by Rolf Kötter Pdf

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.

Author : Karl J. Friston
Publisher : Unknown
Page : 647 pages
File Size : 54,8 Mb
Release : 2007
Category : Brain
ISBN : 7030263499

Get Book

Statistical Parametric Mapping by Karl J. Friston Pdf

Author : Karl J. Friston,Christopher D. Frith,Raymond J. Dolan,Cathy J. Price,Semir Zeki,John T. Ashburner,William D. Penny
Publisher : Elsevier
Page : 1144 pages
File Size : 50,7 Mb
Release : 2004-01-26
Category : Medical
ISBN : 0080472958

Get Book

Human Brain Function by Karl J. Friston,Christopher D. Frith,Raymond J. Dolan,Cathy J. Price,Semir Zeki,John T. Ashburner,William D. Penny Pdf

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

Author : Robert W. Thatcher
Publisher : Unknown
Page : 374 pages
File Size : 42,7 Mb
Release : 1994
Category : Medical
ISBN : UOM:39015032526637

Get Book

Functional Neuroimaging by Robert W. Thatcher Pdf

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

Author : B.S. Daya Sagar,Qiuming Cheng,Frits Agterberg
Publisher : Springer
Page : 914 pages
File Size : 54,7 Mb
Release : 2018-06-25
Category : Science
ISBN : 9783319789996

Get Book

Handbook of Mathematical Geosciences by B.S. Daya Sagar,Qiuming Cheng,Frits Agterberg Pdf

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.

Author : Jörg Polzehl,Karsten Tabelow
Publisher : Springer Nature
Page : 268 pages
File Size : 45,9 Mb
Release : 2023-11-12
Category : Medical
ISBN : 9783031389498

Get Book

Magnetic Resonance Brain Imaging by Jörg Polzehl,Karsten Tabelow Pdf

This book discusses modelling and analysis of Magnetic Resonance Imaging (MRI) data of the human brain. For the data processing pipelines we rely on R, the software environment for statistical computing and graphics. The book is intended for readers from two communities: Statisticians, who are interested in neuroimaging and look for an introduction to the acquired data and typical scientific problems in the field and neuroimaging students, who want to learn about the statistical modeling and analysis of MRI data. Being a practical introduction, the book focuses on those problems in data analysis for which implementations within R are available. By providing full worked-out examples the book thus serves as a tutorial for MRI analysis with R, from which the reader can derive its own data processing scripts. The book starts with a short introduction into MRI. The next chapter considers the process of reading and writing common neuroimaging data formats to and from the R session. The main chapters then cover four common MR imaging modalities and their data modeling and analysis problems: functional MRI, diffusion MRI, Multi-Parameter Mapping and Inversion Recovery MRI. The book concludes with extended Appendices on details of the utilize non-parametric statistics and on resources for R and MRI data. The book also addresses the issues of reproducibility and topics like data organization and description, open data and open science. It completely relies on a dynamic report generation with knitr: The books R-code and intermediate results are available for reproducibility of the examples.

Author : Russell A. Poldrack,Jeanette A. Mumford,Thomas E. Nichols
Publisher : Cambridge University Press
Page : 0 pages
File Size : 40,9 Mb
Release : 2024-02-08
Category : Medical
ISBN : 1009481169

Get Book

Handbook of Functional MRI Data Analysis by Russell A. Poldrack,Jeanette A. Mumford,Thomas E. Nichols Pdf

Functional magnetic resonance imaging (fMRI) has become the most popular method for imaging brain function. Handbook for 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.

Author : Ramachandran Ramani
Publisher : Oxford University Press
Page : 265 pages
File Size : 43,7 Mb
Release : 2019-01-23
Category : Medical
ISBN : 9780190297763

Get Book

Functional MRI by Ramachandran Ramani Pdf

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.

Author : Robert J. Adler
Publisher : SIAM
Page : 295 pages
File Size : 54,5 Mb
Release : 2010-01-28
Category : Mathematics
ISBN : 9780898716931

Get Book

The Geometry of Random Fields by Robert J. Adler Pdf

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.

Author : Jerry L. Prince,Dzung L. Pham,Kyle J. Myers
Publisher : Springer Science & Business Media
Page : 744 pages
File Size : 45,9 Mb
Release : 2009-06-19
Category : Computers
ISBN : 9783642024979

Get Book

Information Processing in Medical Imaging by Jerry L. Prince,Dzung L. Pham,Kyle J. Myers Pdf

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.

Author : Ivan Dvorak (Ed),Arun V. Holden
Publisher : Manchester University Press
Page : 488 pages
File Size : 53,9 Mb
Release : 1991
Category : Biological models
ISBN : 0719034744

Get Book

Mathematical Approaches to Brain Functioning Diagnostics by Ivan Dvorak (Ed),Arun V. Holden Pdf

Author : Hernando Ombao,Martin Lindquist,Wesley Thompson,John Aston
Publisher : CRC Press
Page : 702 pages
File Size : 45,7 Mb
Release : 2016-11-18
Category : Mathematics
ISBN : 9781482220988

Get Book

Handbook of Neuroimaging Data Analysis by Hernando Ombao,Martin Lindquist,Wesley Thompson,John Aston Pdf

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.

Author : Jörg Polzehl,Karsten Tabelow
Publisher : Springer Nature
Page : 231 pages
File Size : 43,8 Mb
Release : 2019-09-25
Category : Medical
ISBN : 9783030291846

Get Book

Magnetic Resonance Brain Imaging by Jörg Polzehl,Karsten Tabelow Pdf

This book discusses the modeling and analysis of magnetic resonance imaging (MRI) data acquired from the human brain. The data processing pipelines described rely on R. The book is intended for readers from two communities: Statisticians who are interested in neuroimaging and looking for an introduction to the acquired data and typical scientific problems in the field; and neuroimaging students wanting to learn about the statistical modeling and analysis of MRI data. Offering a practical introduction to the field, the book focuses on those problems in data analysis for which implementations within R are available. It also includes fully worked examples and as such serves as a tutorial on MRI analysis with R, from which the readers can derive their own data processing scripts. The book starts with a short introduction to MRI and then examines the process of reading and writing common neuroimaging data formats to and from the R session. The main chapters cover three common MR imaging modalities and their data modeling and analysis problems: functional MRI, diffusion MRI, and Multi-Parameter Mapping. The book concludes with extended appendices providing details of the non-parametric statistics used and the resources for R and MRI data.The book also addresses the issues of reproducibility and topics like data organization and description, as well as open data and open science. It relies solely on a dynamic report generation with knitr and uses neuroimaging data publicly available in data repositories. The PDF was created executing the R code in the chunks and then running LaTeX, which means that almost all figures, numbers, and results were generated while producing the PDF from the sources.

Author : David A. Waldman,Pierre A. Balthazard
Publisher : Emerald Group Publishing Limited
Page : 0 pages
File Size : 41,9 Mb
Release : 2015-12-14
Category : Business & Economics
ISBN : 1785604317

Get Book

Organizational Neuroscience by David A. Waldman,Pierre A. Balthazard Pdf

This volume aims to introduce organizational researchers and practitioners to the role of neuroscience in building theory, research methodologies and practical applications. The volume introduces the field of organizational neuroscience and explores its influence on topics such as leadership, ethics and moral reasoning.