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.
机构:
Cyprus Int Univ, Dept Psychol, Nicosia, Turkey
Hacettepe Univ, Technol Dev Ctr, TR-06800 Ankara, TurkeyCyprus Int Univ, Dept Psychol, Nicosia, Turkey
Karakas, Sirel
Baran, Zeynel
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Hacettepe Univ, Dept Psychol, TR-06800 Ankara, TurkeyCyprus Int Univ, Dept Psychol, Nicosia, Turkey
Baran, Zeynel
Ceylan, Arzu Ozkan
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机构:
Hacettepe Univ, Dept Psychol, TR-06800 Ankara, TurkeyCyprus Int Univ, Dept Psychol, Nicosia, Turkey
Ceylan, Arzu Ozkan
Tileylioglu, Emre
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Hacettepe Univ, Technol Dev Ctr, TR-06800 Ankara, TurkeyCyprus Int Univ, Dept Psychol, Nicosia, Turkey
Tileylioglu, Emre
Tali, Turgut
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机构:
Gazi Univ, Dept Neuroradiol, TR-06800 Ankara, TurkeyCyprus Int Univ, Dept Psychol, Nicosia, Turkey
Tali, Turgut
Karakas, Hakki Muammer
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机构:
Istanbul Anatolia North Publ Hosp Union, Fatih Sultan Mehmet Res & Training Hosp, Radiol Clin, TR-34752 Istanbul, TurkeyCyprus Int Univ, Dept Psychol, Nicosia, Turkey
机构:
Univ N Carolina, Dept Psychiat, Sch Med, Chapel Hill, NC 27599 USA
Univ N Carolina, Neurodev Disorders Res Ctr, Sch Med, Chapel Hill, NC 27599 USA
Duke Univ, Med Ctr, Duke UNC Brain Imaging & Anal Ctr, Durham, NC 27710 USA
Duke Univ, Med Ctr, Dept Psychiat & Behav Sci, Durham, NC 27710 USAUniv N Carolina, Dept Psychiat, Sch Med, Chapel Hill, NC 27599 USA
Dichter, Gabriel S.
Felder, Jennifer N.
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机构:
Univ N Carolina, Neurodev Disorders Res Ctr, Sch Med, Chapel Hill, NC 27599 USAUniv N Carolina, Dept Psychiat, Sch Med, Chapel Hill, NC 27599 USA
Felder, Jennifer N.
Bodfish, James W.
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Univ N Carolina, Dept Psychiat, Sch Med, Chapel Hill, NC 27599 USA
Univ N Carolina, Neurodev Disorders Res Ctr, Sch Med, Chapel Hill, NC 27599 USAUniv N Carolina, Dept Psychiat, Sch Med, Chapel Hill, NC 27599 USA
Bodfish, James W.
Sikich, Linmarie
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机构:
Univ N Carolina, Dept Psychiat, Sch Med, Chapel Hill, NC 27599 USA
Univ N Carolina, Neurodev Disorders Res Ctr, Sch Med, Chapel Hill, NC 27599 USAUniv N Carolina, Dept Psychiat, Sch Med, Chapel Hill, NC 27599 USA
Sikich, Linmarie
Belger, Aysenil
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机构:
Univ N Carolina, Dept Psychiat, Sch Med, Chapel Hill, NC 27599 USA
Univ N Carolina, Neurodev Disorders Res Ctr, Sch Med, Chapel Hill, NC 27599 USA
Duke Univ, Med Ctr, Duke UNC Brain Imaging & Anal Ctr, Durham, NC 27710 USAUniv N Carolina, Dept Psychiat, Sch Med, Chapel Hill, NC 27599 USA