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DOI10.1111/jon.12521
Cortical Thickness Estimations of FreeSurfer and the CAT12 Toolbox in Patients with Alzheimer’s Disease and Healthy Controls
Seiger, Rene1; Ganger, Sebastian1; Kranz, Georg S.2,3; Hahn, Andreas1; Lanzenberger, Rupert1
通讯作者Lanzenberger, Rupert
来源期刊JOURNAL OF NEUROIMAGING
ISSN1051-2284
EISSN1552-6569
出版年2018
卷号28期号:5页码:515-523
英文摘要

BACKGROUND AND PURPOSEAutomated cortical thickness (CT) measurements are often used to assess gray matter changes in the healthy and diseased human brain. The FreeSurfer software is frequently applied for this type of analysis. The computational anatomy toolbox (CAT12) for SPM, which offers a fast and easy-to-use alternative approach, was recently made available.


METHODSIn this study, we compared region of interest (ROI)-wise CT estimations of the surface-based FreeSurfer 6 (FS6) software and the volume-based CAT12 toolbox for SPM using 44 elderly healthy female control subjects (HC). In addition, these 44 HCs from the cross-sectional analysis and 34 age- and sex-matched patients with Alzheimer’s disease (AD) were used to assess the potential of detecting group differences for each method. Finally, a test-retest analysis was conducted using 19 HC subjects. All data were taken from the OASIS database and MRI scans were recorded at 1.5 Tesla.


RESULTSA strong correlation was observed between both methods in terms of ROI mean CT estimates (R-2 = .83). However, CAT12 delivered significantly higher CT estimations in 32 of the 34 ROIs, indicating a systematic difference between both approaches. Furthermore, both methods were able to reliably detect atrophic brain areas in AD subjects, with the highest decreases in temporal areas. Finally, FS6 as well as CAT12 showed excellent test-retest variability scores.


CONCLUSIONAlthough CT estimations were systematically higher for CAT12, this study provides evidence that this new toolbox delivers accurate and robust CT estimates and can be considered a fast and reliable alternative to FreeSurfer.


英文关键词Cortical thickness FreeSurfer CAT12 SPM Alzheimer’s disease
类型Article
语种英语
国家Austria ; Peoples R China
收录类别SCI-E
WOS记录号WOS:000443687000008
WOS关键词HUMAN CEREBRAL-CORTEX ; BRAIN SURFACE MESHES ; MRI DATA ; VOXEL ; REGISTRATION ; ACCURATE
WOS类目Clinical Neurology ; Neuroimaging ; Radiology, Nuclear Medicine & Medical Imaging
WOS研究方向Neurosciences & Neurology ; Radiology, Nuclear Medicine & Medical Imaging
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/211200
作者单位1.Med Univ Vienna, Dept Psychiat & Psychotherapy, Vienna, Austria;
2.Univ Hong Kong, State Key Lab Brain & Cognit Sci, Pokfulam, Hong Kong, Peoples R China;
3.Univ Hong Kong, Neuropsychol Lab, Pokfulam, Hong Kong, Peoples R China
推荐引用方式
GB/T 7714
Seiger, Rene,Ganger, Sebastian,Kranz, Georg S.,等. Cortical Thickness Estimations of FreeSurfer and the CAT12 Toolbox in Patients with Alzheimer’s Disease and Healthy Controls[J],2018,28(5):515-523.
APA Seiger, Rene,Ganger, Sebastian,Kranz, Georg S.,Hahn, Andreas,&Lanzenberger, Rupert.(2018).Cortical Thickness Estimations of FreeSurfer and the CAT12 Toolbox in Patients with Alzheimer’s Disease and Healthy Controls.JOURNAL OF NEUROIMAGING,28(5),515-523.
MLA Seiger, Rene,et al."Cortical Thickness Estimations of FreeSurfer and the CAT12 Toolbox in Patients with Alzheimer’s Disease and Healthy Controls".JOURNAL OF NEUROIMAGING 28.5(2018):515-523.
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