000			02719nam a2200385 i 4500
001			CR9780511895029
003			UkCbUP
005			20240910155940.0
006			m|||||o||d||||||||
007			cr||||||||||||
008			101122s2011||||enk o ||1 0|eng|d
020			_a9780511895029 (ebook)
020			_z9780521517669 (hardback)
040			_aUkCbUP _beng _erda _cUkCbUP
050	0	0	_aRC386.6.B7 _bP65 2011
082	0	0	_a616.8/047548 _222
100	1		_aPoldrack, Russell A., _eauthor.
245	1	0	_aHandbook of functional MRI data analysis / _cRussell A. Poldrack, Jeanette A. Mumford, Thomas E. Nichols.
264		1	_aCambridge : _bCambridge University Press, _c2011.
300			_a1 online resource (x, 228 pages) : _bdigital, PDF file(s).
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
500			_aTitle from publisher's bibliographic system (viewed on 05 Oct 2015).
505	0		_aIntroduction -- Image processing basics -- Preprocessing fMRI data -- Spatial normalization -- Statistical modeling: single subject analysis -- Statistical modeling: group analysis -- Statistical inference on images -- Modeling brain connectivity -- Multivoxel pattern analysis and machine learning -- Visualizing, localizing, and reporting fMRI data -- Review of general linear model -- Data organization and management -- Image formats.
520			_aFunctional 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.
650		0	_aBrain mapping _xStatistical methods.
650		0	_aBrain _xImaging _xStatistical methods.
650		0	_aMagnetic resonance imaging.
700	1		_aMumford, Jeanette A., _d1975- _eauthor.
700	1		_aNichols, Thomas E., _eauthor.
776	0	8	_iPrint version: _z9780521517669
856	4	0	_uhttps://doi.org/10.1017/CBO9780511895029
942			_2ddc _cEB
999			_c9659 _d9659