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
相关论文
共 50 条
  • [41] Magnetic resonance imaging of the fetal brain
    Rutherford, Mary A.
    CURRENT OPINION IN OBSTETRICS & GYNECOLOGY, 2009, 21 (02) : 180 - 186
  • [42] Forging a path to mesoscopic imaging success with ultra-high field functional magnetic resonance imaging
    Weldon, Kimberly B.
    Olman, Cheryl A.
    PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2021, 376 (1815)
  • [43] Presurgical functional magnetic resonance imaging
    Stippich, C.
    RADIOLOGE, 2010, 50 (02): : 110 - 122
  • [44] Imaging of brain activity by magnetic resonance
    Bogorodzki, Piotr
    PRZEGLAD ELEKTROTECHNICZNY, 2009, 85 (09): : 40 - 45
  • [45] Uncovering the Modulatory Interactions of Brain Networks in Cognition with Central Thalamic Deep Brain Stimulation Using Functional Magnetic Resonance Imaging
    Li, Ssu-Ju
    Lo, Yu-Chun
    Lai, Hsin-Yi
    Lin, Sheng-Huang
    Lin, Hui-Ching
    Lin, Ting-Chun
    Chang, Ching-Wen
    Chen, Ting-Chieh
    Hsieh, Christine Chin-Jung
    Yang, Shih-Hung
    Chiu, Feng-Mao
    Kuo, Chao-Hung
    You-Yin, Chen
    NEUROSCIENCE, 2020, 440 : 65 - 84
  • [46] Mapping intrinsic functional brain changes and repetitive transcranial magnetic stimulation neuromodulation in idiopathic restless legs syndrome: a resting-state functional magnetic resonance imaging study
    Liu, Chunyan
    Dai, Zhengjia
    Zhang, Ruihua
    Zhang, Mo
    Hou, Yue
    Qi, Zhigang
    Huang, Zhaoyang
    Lin, Yicong
    Zhan, Shuqin
    He, Yong
    Wang, Yuping
    SLEEP MEDICINE, 2015, 16 (06) : 785 - 791
  • [47] Functional Magnetic Resonance Imaging (fMRI) with Auditory Stimulation in Songbirds
    Van Ruijssevelt, Lisbeth
    De Groof, Geert
    Van der Kant, Anne
    Poirier, Colline
    Van Audekerke, Johan
    Verhoye, Marleen
    Van der Linden, Annemie
    JOVE-JOURNAL OF VISUALIZED EXPERIMENTS, 2013, (76):
  • [48] Improving the signal detection accuracy of functional Magnetic Resonance Imaging
    Janssen, Niels
    Hernandez-Cabrera, Juan A.
    Ezama Foronda, Laura
    NEUROIMAGE, 2018, 176 : 92 - 109
  • [49] Monofractal analysis of functional magnetic resonance imaging: An introductory review
    Campbell, Olivia Lauren
    Weber, Alexander Mark
    HUMAN BRAIN MAPPING, 2022, 43 (08) : 2693 - 2706
  • [50] Magnetic resonance imaging anatomy of the rabbit brain at 3 T
    Muellhaupt, Desiree
    Augsburger, Heinz
    Schwarz, Andrea
    Fischer, Gregor
    Kircher, Patrick
    Hatt, Jean-Michel
    Ohlerth, Stefanie
    ACTA VETERINARIA SCANDINAVICA, 2015, 57