356 citations · 778 across the 19 of their papers we have counts for
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physics.med-ph2018★ 11 cited
Super-resolution MRI through Deep Learning
Qing Lyu, Chenyu You, Hongming Shan +1
Magnetic resonance imaging (MRI) is extensively used for diagnosis and image-guided therapeutics. Due to hardware, physical and physiological limitations, acquisition of high-resol…
physics.med-ph2018★ 6 cited
Quantitative MRI: Absolute T1, T2 and Proton Density Parameters from Deep Learning
Qing Lyu, Ge Wang
Quantitative MRI is highly desirable in terms of intrinsic tissue parameters such as T1, T2 and proton density. This approach promises to minimize diagnostic variability and differ…
physics.med-ph2018
A Synergized Pulsing-Imaging Network (SPIN)
Qing Lyu, Tao Xu, Hongming Shan +1
Currently, the deep neural network is the mainstream for machine learning, and being actively developed for biomedical imaging applications with an increasing emphasis on tomograph…