Voxelwise Bayesian lesion-deficit analysis

被引:27
作者
Chen, Rong [1 ]
Hillis, Argye E. [2 ]
Pawlak, Mikolaj [1 ]
Herskovits, Edward H. [1 ]
机构
[1] Univ Penn, Dept Radiol, Philadelphia, PA 19104 USA
[2] Dept Neurol, Baltimore, MD USA
关键词
D O I
10.1016/j.neuroimage.2008.01.014
中图分类号
Q189 [神经科学];
学科分类号
071006 [神经生物学];
摘要
Relating cognitive deficits to the presence of lesions has been an important means of delineating structure-function associations in the human brain. We propose a voxel-based Bayesian method for lesion-deficit analysis, which identifies complex linear or nonlinear associations among brain-lesion locations, and neurological status. We validated this method using a simulated data set, and we applied this algorithm to data obtained from an acute-stroke study to identify associations among voxels with infarct or hypoperfusion, and impaired word reading. We found that a distributed region involving Brodmann areas ( BA) 22, 37, 39, and 40 was implicated in word reading. (c) 2008 Elsevier Inc. All rights reserved.
引用
收藏
页码:1633 / 1642
页数:10
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