Diffuse optical tomography spatial prior for EEG source localization in human visual cortex

被引:1
|
作者
Cao, Jiaming [1 ]
Bulger, Eli [1 ]
Shinn-Cunningham, Barbara [1 ,2 ,3 ,4 ]
Grover, Pulkit [1 ,2 ,3 ]
Kainerstorfer, Jana M. [1 ,2 ,3 ]
机构
[1] Carnegie Mellon Univ, Dept Biomed Engn, 5000 Forbes Ave, Pittsburgh, PA 15213 USA
[2] Carnegie Mellon Univ, Dept Elect & Comp Engn, 5000 Forbes Ave, Pittsburgh, PA 15213 USA
[3] Carnegie Mellon Univ, Neurosci Inst, 4400 Fifth Ave, Pittsburgh, PA 15213 USA
[4] Carnegie Mellon Univ, Dept Psychol, 5000 Forbes Ave, Pittsburgh, PA 15213 USA
基金
美国国家科学基金会; 美国安德鲁·梅隆基金会;
关键词
Electroencephalography; Diffuse optical tomography; Spatio-temporal resolution; Source reconstruction; NEAR-INFRARED SPECTROSCOPY; BRAIN; ELECTROENCEPHALOGRAPHY;
D O I
10.1016/j.neuroimage.2023.120210
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Electroencephalography (EEG) and diffuse optical tomography (DOT) are imaging methods which are widely used for neuroimaging. While the temporal resolution of EEG is high, the spatial resolution is typically limited. DOT, on the other hand, has high spatial resolution, but the temporal resolution is inherently limited by the slow hemodynamics it measures. In our previous work, we showed using computer simulations that when using the results of DOT reconstruction as the spatial prior for EEG source reconstruction, high spatio-temporal resolution could be achieved. In this work, we experimentally validate the algorithm by alternatingly flashing two visual stimuli at a speed that is faster than the temporal resolution of DOT. We show that the joint reconstruction using both EEG and DOT clearly resolves the two stimuli temporally, and the spatial confinement is drastically improved in comparison to reconstruction using EEG alone.
引用
收藏
页数:8
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