Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning
Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning
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Ithaca: Cornell University Library, arXiv.org
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English
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Ithaca: Cornell University Library, arXiv.org
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Diffusion-weighted magnetic resonance imaging (DWI) is the only noninvasive method for quantifying microstructure and reconstructing white-matter pathways in the living human brain. Fluctuations from multiple sources create significant additive noise in DWI data which must be suppressed before subsequent microstructure analysis. We introduce a self...
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Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning
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TN_cdi_proquest_journals_2457444679
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2457444679
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2331-8422