SNRAware-trained DL denoising consistently raises effective SNR in ULF MRI, enabling nominal resolutions comparable to clinical 3 T protocols across varied acquisition parameters.
Portable magnetic resonance imaging of patients indoors, outdoors and at home
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Post-elimination of EMI via external sensing coils in LF-MRI necessarily produces higher residual contamination than optimal hardware-based pre-elimination.
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High-resolution ultra-low-field MRI with SNRAware denoising
SNRAware-trained DL denoising consistently raises effective SNR in ULF MRI, enabling nominal resolutions comparable to clinical 3 T protocols across varied acquisition parameters.
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Comment on electromagnetic noise cancellation in low-field MRI systems (arXiv:2509.05955v1, 2406.17804v3, 2210.06730v2, and related works)
Post-elimination of EMI via external sensing coils in LF-MRI necessarily produces higher residual contamination than optimal hardware-based pre-elimination.