Browsing by Author "Xia, Jun"
Now showing items 1-2 of 2
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Edge-enhanced dual discriminator generative adversarial network for fast MRI with parallel imaging using multi-view information
Huang, Jiahao; Ding, Weiping; Lv, Jun; Yang, Jingwen; Dong, Hao; Del Ser Lorente, Javier ; Xia, Jun; Ren, Tiaojuan; Wong, Stephen T.; Yang, Guang (Springer, 2022-10)In clinical medicine, magnetic resonance imaging (MRI) is one of the most important tools for diagnosis, triage, prognosis, and treatment planning. However, MRI suffers from an inherent slow data acquisition process because ... -
Swin transformer for fast MRI
Huang, Jiahao; Fang, Yingying; Wu, Yinzhe; Wu, Huanjun; Gao, Zhifan; Li, Yang; Del Ser Lorente, Javier ; Xia, Jun; Yang, Guang (Elsevier, 2022-07)Magnetic resonance imaging (MRI) is an important non-invasive clinical tool that can produce high -resolution and reproducible images. However, a long scanning time is required for high-quality MR images, which leads to ...