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Deep Learning for Fast and Spatially-Constrained Tissue Quantification from Highly-Undersampled Data in Magnetic Resonance Fingerprinting (MRF)

Magnetic resonance fingerprinting (MRF) is a novel quantitative imaging technique that allows simultaneous measurements of multiple important tissue properties in human body, e.g., T1 and T2 relaxation times. While MRF has demonstrated better scan efficiency as compared to conventional quantitative...

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Vydáno v:Mach Learn Med Imaging
Hlavní autoři: Fang, Zhenghan, Chen, Yong, Liu, Mingxia, Zhan, Yiqiang, Lin, Weili, Shen, Dinggang
Médium: Artigo
Jazyk:Inglês
Vydáno: 2018
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On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6438617/
https://ncbi.nlm.nih.gov/pubmed/30931435
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-00919-9_46
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