Magnetic Resonance Brain Imaging

Magnetic Resonance Brain Imaging

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
Publisher Springer Nature
Release Date
ISBN 3030291847
Pages 231 pages
Rating 4/5 (46 users)

More Books:

Magnetic Resonance Brain Imaging
Language: en
Pages: 231
Authors: Jörg Polzehl
Categories: Medical
Type: BOOK - Published: 2019-09-25 - Publisher: Springer Nature

This book discusses the modeling and analysis of magnetic resonance imaging (MRI) data acquired from the human brain. The data processing pipelines described re
Brain Imaging
Language: en
Pages: 262
Authors: John R. Bradshaw
Categories: Health & Fitness
Type: BOOK - Published: 2013-10-22 - Publisher: Butterworth-Heinemann

Brain Imaging: An Introduction presents diverse manifestations of brain disease as shown by neuroradiology. It discusses the full potential of new diagnostic te
Medical Image Analysis-A Research Perspective
Language: en
Pages: 140
Authors: Shanthakumar Palanisamy
Categories:
Type: BOOK - Published: 2016-12-04 - Publisher:

Magnetic Resonance Neuroimaging
Language: en
Pages: 598
Authors: Michel Modo
Categories: Medical
Type: BOOK - Published: 2011-02-03 - Publisher: Humana Press

The advent of non-invasive imaging technology, such as magnetic resonance imaging (MRI), has allowed biologists and clinicians to make great strides in unraveli
Non-rigid Image Registration for Enhanced Localization in Magnetic Resonance Brain Imaging
Language: en
Pages: 286
Authors: Ali Gholipour-Baboli
Categories: Image registratiion
Type: BOOK - Published: 2008 - Publisher:

Technical advances in magnetic resonance imaging (MRI) have lead to clinical and scientific applications with higher spatial and temporal resolution. One area o
Magnetic Resonance Imaging of the Brain and Spine
Language: en
Pages: 1976
Authors: Scott W. Atlas
Categories: Medical
Type: BOOK - Published: 2009 - Publisher: Lippincott Williams & Wilkins

Established as the leading textbook on imaging diagnosis of brain and spine disorders, Magnetic Resonance Imaging of the Brain and Spine is now in its Fourth Ed
Brain Imaging in Behavioral Neuroscience
Language: en
Pages: 394
Authors: Cameron S. Carter
Categories: Medical
Type: BOOK - Published: 2011-11-04 - Publisher: Springer Science & Business Media

This volume highlights the remarkable new developments in brain imaging, including those that apply magnetic resonance imaging (MRI) and Positron Emission Tomog
Magnetic Resonance Scanning and Epilepsy
Language: en
Pages: 323
Authors: Simon D. Shorvon
Categories: Medical
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

It was only in 1980 that the first recognisable magnetic resonance images of the human brain were published, by Moore and Holland from Nottingham University in
Multimodal Imaging in Neurology
Language: en
Pages: 75
Authors: Hans-Peter Müller
Categories: Technology & Engineering
Type: BOOK - Published: 2007-12-01 - Publisher: Morgan & Claypool Publishers

The field of brain imaging is developing at a rapid pace and has greatly advanced the areas of cognitive and clinical neuroscience. The availability of neuroima
Handbook of Pediatric Brain Imaging
Language: en
Pages: 580
Authors: Hao Huang
Categories: Computers
Type: BOOK - Published: 2021-10-27 - Publisher: Academic Press

Handbook of Pediatric Brain Imaging: Methods and Applications presents state-of-the-art research on pediatric brain image acquisition and analysis from a broad