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Voxel-Based Morphometry×Modelovanje strukturalnih jednačina×Statistička analiza zasnovana na traktovima (TBSS)×
OblastNeurosnimanjeIstraživačka statistikaNeurosnimanje
PorodicaProcess / pipelineProcess / pipelineProcess / pipeline
Godina nastanka200019212006
TvoracJohn AshburnerSewall WrightStephen M. Smith
TipStructural MRI gray matter analysis pipelineMethodDiffusion MRI white matter analysis pipeline
Temeljni izvorAshburner, J., & Friston, K. J. (2000). Voxel-based morphometry—the methods. NeuroImage, 11(6), 805–821. DOI ↗Jöreskog, K. G., & Sörbom, D. (1973). LISREL: A general computer program for estimating a linear structural equation system. Research Bulletin 73-5. University of Stockholm. link ↗Smith, S. M., Jenkinson, M., Johansen-Berg, H., et al. (2006). Tract-based spatial statistics: voxelwise analysis of multi-subject diffusion data. NeuroImage, 31(4), 1487–1505. DOI ↗
Drugi naziviVBM, grey matter morphometrySEM, path analysis, latent variable modeling, causal modelingTBSS, white matter skeleton analysis
Srodne233
SažetakVoxel-Based Morphometry (VBM) is a whole-brain statistical technique for detecting local differences in gray matter volume or concentration from structural MRI. Introduced by John Ashburner and Karl Friston in 2000, VBM enables researchers to identify regional brain volume changes associated with disease, aging, learning, and other factors without requiring a priori region-of-interest definitions.Structural equation modeling (SEM) is a comprehensive statistical framework combining path analysis (Sewall Wright, 1921) and confirmatory factor analysis to test complex causal models linking observed and latent variables. Formalized by Jöreskog (1973) with LISREL software, SEM enables simultaneous estimation of measurement relationships (how variables measure latent constructs) and structural relationships (how constructs influence outcomes), making it powerful for theory testing in psychology, epidemiology, organizational research, and health sciences where complex mediation, moderation, and latent processes require integrated analysis.Tract-Based Spatial Statistics (TBSS) is a voxel-wise analysis method for detecting group differences in white matter microstructure from diffusion MRI data. Published by Stephen M. Smith and colleagues in 2006, TBSS addresses registration and multiple comparison problems inherent in voxel-wise analysis by projecting individual FA maps onto a white matter skeleton derived from a population template.
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ScholarGateUporedite metode: Voxel-Based Morphometry · Structural Equation Modeling · Tract-Based Spatial Statistics. Preuzeto 2026-06-17 sa https://scholargate.app/sr/compare