Adaptive filtering to reduce global interference in non-invasive NIRS measures of brain activation: How well and when does it work?

被引:148
作者
Zhang, Quan [2 ]
Strangman, Gary E. [1 ,2 ]
Ganis, Giorgio [1 ,3 ,4 ]
机构
[1] Massachusetts Gen Hosp, Athinoula Martinos Ctr Biomed Imaging, Charlestown, MA 02129 USA
[2] Harvard Univ, Sch Med, Massachusetts Gen Hosp, Dept Psychiat, Charlestown, MA 02129 USA
[3] Harvard Univ, Sch Med, Dept Radiol, Boston, MA 02114 USA
[4] Harvard Univ, Dept Psychol, Cambridge, MA 02138 USA
关键词
Near infrared; Brain; Visual cortex; Vision; Hemodynamics; Adaptive filter; Interference; Cancellation; Physiological noise; NEAR-INFRARED SPECTROSCOPY; DIFFUSE OPTICAL TOMOGRAPHY; VISUAL-CORTEX; HUMAN ADULTS; HEMODYNAMICS; OXYGENATION; METABOLISM; ARTIFACT; REMOVAL; INFANTS;
D O I
10.1016/j.neuroimage.2008.12.048
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
In previous work we introduced a novel method for reducing global interference, based on adaptive filtering, to improve the contrast to noise ratio (CNR) of evoked hemodynamic responses measured non-invasively with near infrared spectroscopy (NIRS). Here, we address the issue of how to generally apply the proposed adaptive filtering method. A total of 156 evoked visual response measurements, collected from 15 individuals, were analyzed. The similarity (correlation) between measurements with far and near source-detector separations collected during the rest period before visual stimulation was used as indicator of global interference dominance. A detailed analysis of CNR improvement in oxy-hemoglobin (O(2)Hb) and deoxyhemoglobin (HHb), as a function of the rest period correlation coefficient, is presented. Results show that for O2Hb measurements, 66% exhibited substantial global interference. For this dataset, dominated by global interference, 71% of the measurements revealed CNR improvements after adaptive filtering, with a mean CNR improvement of 60%. No CNR improvement was observed for HHb. This study corroborates our previous finding that adaptive filtering provides an effective method to increase CNR when there is strong global interference, and also provides a practical way for determining when and where to apply this technique. (C) 2009 Elsevier Inc. All rights reserved.
引用
收藏
页码:788 / 794
页数:7
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