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fMRI: Biological Basis and Experiment Design Lecture 12: Signal-to-Noise Ratio Things that determine signal strength –voxel size –RF coil Things that determine noise contribution –Bandwidth (thermal noise) –Brains (physiological noise) Averaging antwrp.gsfc.nasa.gov/apod/ap041008.html 1 light year = 5,913,000,000,000 miles?
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Broad definitions Thermal noise –Assumed white –Fluctuations in RF path (coupling to sample, amplifiers...) Physiological noise –Probably colored –Vasoreactivity –Motion –Respiration –Cardiac –... –Uncontrolled cognitive processes
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SNR, definition 1 SNR regular = 317 SNR sense = 251
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Spatial dependence of SNR with parallel imaging
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SNR definition 2
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Rician distribution: effect of magnitude reconstruction on noise close to zero
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SNR definition 2 = 48.2 = 58.6 = 56.7 = 61.0 ????? S = 3226S = 3012
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SNR maps, 2 definitions Definition 1: mean through time divided by standard deviation through time Definition 2: static signal intensity divided by background noise
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SNR maps in water phantoms New category of noise: inanimate processes? Siemen’s implementation of SENSERegular EPI
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SNR – dependence on coil properties (These are just static images, not SNR maps.) Body coil transmit, body coil receive Body coil transmit, 8-channel coil receive
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SNR – dependence on bandwidth dwellTime = 5 sdwellTime = 10 s
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Surface coils vs. volume coils:
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Nova “visual coil” Nova birdcage head coil
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Pulse sequence diagram: Spoiling in FLASH/GRASS/RAGE... N rep = 256 256 points RF G SS G PE G RO DAC Flip angle = 7 deg. TR = 10ms TE ~ 5ms Goal: obliterate any remaining transverse magnetization before next excitation.
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Image: N avg = 4
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Averaging beats down noise
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Physiological vs. thermal noise
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