Lowering the thermal noise barrier in functional brain mapping with magnetic resonance imaging

被引:61
|
作者
Vizioli, Luca [1 ,2 ]
Moeller, Steen [1 ]
Dowdle, Logan [1 ,2 ]
Akcakaya, Mehmet [1 ,3 ]
De Martino, Federico [1 ,4 ]
Yacoub, Essa [1 ]
Ugurbil, Kamil [1 ]
机构
[1] Univ Minnesota, Ctr Magnet Resonance Res CMRR, Minneapolis, MN 55455 USA
[2] Univ Minnesota, Dept Neurosurg, Minneapolis, MN 55455 USA
[3] Univ Minnesota, Dept Elect & Comp Engn, Minneapolis, MN USA
[4] Maastricht Univ, Fac Psychol & Neurosci, Dept Cognit Neurosci, Maastricht, Netherlands
关键词
RESTING-STATE FMRI; SPIN-ECHO FMRI; PHYSIOLOGICAL NOISE; 7; T; SIGNAL; MRI; RESOLUTION; EPI; SUPPRESSION; REDUCTION;
D O I
10.1038/s41467-021-25431-8
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Functional magnetic resonance imaging (fMRI) has become an indispensable tool for investigating the human brain. However, the inherently poor signal-to-noise-ratio (SNR) of the fMRI measurement represents a major barrier to expanding its spatiotemporal scale as well as its utility and ultimate impact. Here we introduce a denoising technique that selectively suppresses the thermal noise contribution to the fMRI experiment. Using 7-Tesla, high-resolution human brain data, we demonstrate improvements in key metrics of functional mapping (temporal-SNR, the detection and reproducibility of stimulus-induced signal changes, and accuracy of functional maps) while leaving the amplitude of the stimulus-induced signal changes, spatial precision, and functional point-spread-function unaltered. We demonstrate that the method enables the acquisition of ultrahigh resolution (0.5mm isotropic) functional maps but is also equally beneficial for a large variety of fMRI applications, including supra-millimeter resolution 3- and 7-Tesla data obtained over different cortical regions with different stimulation/task paradigms and acquisition strategies.
引用
收藏
页数:15
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