Literature DB >> 28479527

[Understanding Voxel-Based Morphometry].

Kiyotaka Nemoto1.   

Abstract

Voxel-based morphometry (VBM) is a neuroimaging technique that investigates focal differences in brain anatomy. The core process of VBM is segmenting the brain into grey matter, white matter, and cerebrospinal fluid, warping the segmented images to a template space and smoothing. Thereafter, statistical analysis is performed on the basis of the general linear model. Although the basis of VBM is constant, the algorithm has been changed. Classical VBM simply employed anatomical normalization, segmentation, and smoothing. This changed to optimized VBM, which normalized the brain using parameters derived from grey matter image normalization, cleaned up non-brain tissue images, and utilized Jacobian modulation. Further, unified segmentation-a probabilistic framework that enables image registration, tissue classification, and bias correction to be combined within the same generative model-was introduced. The DARTEL algorithm then improved the accuracy of image registration. Currently, researchers can use an extension of unified segmentation with some features such as an improved registration model, extended set of tissue probability maps, or more robust initial affine registration. Those who utilize VBM must pay attention to the choice of VBM algorithm, as data interpretation differs with each algorithm.

Mesh:

Year:  2017        PMID: 28479527     DOI: 10.11477/mf.1416200776

Source DB:  PubMed          Journal:  Brain Nerve        ISSN: 1881-6096


  5 in total

1.  Whole-brain morphometric studies in alcohol addicts by voxel-based morphometry.

Authors:  Jinfeng Li; Yonghao Wang; Zhengyang Xu; Tiefang Liu; Xiao Zang; Meng Li; Lin Ma
Journal:  Ann Transl Med       Date:  2019-11

2.  Blood amyloid-β oligomerization associated with neurodegeneration of Alzheimer's disease.

Authors:  Young Chul Youn; Sungmin Kang; Jeewon Suh; Young Ho Park; Min Ju Kang; Jung-Min Pyun; Seong Hye Choi; Jee Hyang Jeong; Kyung Won Park; Ho-Won Lee; Seong Soo A An; Jacqueline C Dominguez; SangYun Kim
Journal:  Alzheimers Res Ther       Date:  2019-05-10       Impact factor: 6.982

3.  Decreased gray matter volume and increased white matter volume in patients with neovascular age-related macular degeneration: a voxel-based morphometry study.

Authors:  Qian-Min Ge; Yan-Kun Shen; Yi-Cong Pan; Hui-Ye Shu; Li-Juan Zhang; Qiu-Yu Li; Rong-Bin Liang; Yi Shao; Yao Yu
Journal:  Aging (Albany NY)       Date:  2021-10-06       Impact factor: 5.682

4.  Abnormal Fractional Amplitude of Low-Frequency Fluctuation as a Potential Imaging Biomarker for First-Episode Major Depressive Disorder: A Resting-State fMRI Study and Support Vector Machine Analysis.

Authors:  Yujun Gao; Xi Wang; Zhenying Xiong; Hongwei Ren; Ruoshi Liu; Yafen Wei; Dongbin Li
Journal:  Front Neurol       Date:  2021-11-29       Impact factor: 4.003

5.  Radiomics-Based Artificial Intelligence Differentiation of Neurodegenerative Diseases with Reference to the Volumetry.

Authors:  Eva Y W Cheung; Anson C M Chau; Fuk Hay Tang
Journal:  Life (Basel)       Date:  2022-03-31
  5 in total

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