Diffuse damage in pediatric traumatic brain injury: A comparison of automated versus operator-controlled quantification methods

被引:65
作者
Bigler, Erin D. [1 ,2 ,3 ,4 ]
Abildskov, Tracy J. [1 ]
Wilde, Elisabeth A. [5 ,6 ,7 ,13 ]
McCauley, Stephen R. [7 ,8 ]
Li, Xiaoqi [7 ]
Merkley, Tricia L. [1 ]
Fearing, Michael A. [9 ]
Newsome, Mary R. [7 ,13 ]
Scheibel, Randall S. [7 ,13 ]
Hunter, Jill V. [5 ,10 ]
Chu, Zili [5 ,10 ]
Levin, Harvey S. [7 ,11 ,12 ,13 ]
机构
[1] Brigham Young Univ, Dept Psychol, Provo, UT 84602 USA
[2] Brigham Young Univ, Ctr Neurosci, Provo, UT 84602 USA
[3] Univ Utah, Dept Psychiat, Salt Lake City, UT USA
[4] Univ Utah, Utah Brain Inst, Salt Lake City, UT USA
[5] Baylor Coll Med, Dept Radiol, Houston, TX 77030 USA
[6] Baylor Coll Med, Dept Neurol, Houston, TX 77030 USA
[7] Univ Texas Houston, Sch Med, Houston, TX USA
[8] Baylor Coll Med, Dept Pediat, Hematol Oncol Sect, Houston, TX 77030 USA
[9] Hebrew SeniorLife, Dept Med Neuropyschol, Boston, MA USA
[10] Texas Childrens Hosp, EB Singleton Dept Diagnost Imaging, Houston, TX 77030 USA
[11] Baylor Coll Med, Dept Neurol, Houston, TX 77030 USA
[12] Baylor Coll Med, Dept Neurosurg, Houston, TX 77030 USA
[13] Michael E De Bakey Vet Affairs Med Ctr, Houston, TX USA
基金
美国国家卫生研究院;
关键词
HUMAN CEREBRAL-CORTEX; GEOMETRICALLY ACCURATE; LONGITUDINAL CHANGES; MRI FINDINGS; SEGMENTATION; MODERATE; HIPPOCAMPAL; CHILDREN; ATROPHY; VOLUME;
D O I
10.1016/j.neuroimage.2010.01.003
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
This investigation had two main objectives: 1) to assess the comparability Of volumes determined by operator-controlled image quantification with automated image analysis in evaluating atrophic brain changes related to traumatic brain injury (TBI) in children, and 2) to assess the extent of diffuse structural changes throughout the brain as determined by reduced volume of a brain Structure or region of interest (ROI). Operator-control led methods used ANALYZE (R) software for segmentation and tracing routines of pre-defined brain structures and Rots. For automated image analyses, the open-access FreeSurfer program was used. Sixteen children with moderate-to-severe TBI were compared to individually matched, typically developing control children and the Volumes of 18 brain structures and/or ROIs were compared between the two methods. Both methods detected atrophic changes but differed in the magnitude of the atrophic effect with the best agreement in subcortical Structures. The volumes of all brain structures/ROIs were smaller in the TBI group regardless of method used; overall effect size differences were minimal for caudate and putamen but moderate to large for all other measures. This is reflective of the diffuse nature of TBI and its widespread impact on structural brain integrity, indicating that both FreeSurfer and operator-control led methods can reliably assess cross-sectional volumetric changes in pediatric TBI. (C) 2010 Elsevier Inc. All rights reserved.
引用
收藏
页码:1017 / 1026
页数:10
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