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Synthesized 7T MRI from 3T MRI via Deep Learning in Spatial and Wavelet Domains

Ultra-high field 7T MRI scanners, while producing images with exceptional anatomical details, are cost prohibitive and hence highly inaccessible. In this paper, we introduce a novel deep learning network that fuses complementary information from spatial and wavelet domains to synthesize 7T T1-weight...

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Vydáno v:Med Image Anal
Hlavní autoři: Qu, Liangqiong, Zhang, Yongqin, Wang, Shuai, Yap, Pew-Thian, Shen, Dinggang
Médium: Artigo
Jazyk:Inglês
Vydáno: 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7237331/
https://ncbi.nlm.nih.gov/pubmed/32120269
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2020.101663
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