Deep Learning-Based Super-Resolution Reconstruction on Undersampled Brain Diffusion-Weighted MRI for Infarction Stroke: A Comparison to Conventional Iterative Reconstruction.

Abstract

Authors

• Shuo Zhang
  Ph.D. Program in Computer Science, The City University of New York, New York, NY, United States.
• Meimeng Zhong
  Department of Radiology (M.Z., N.W., S.H., X.L., H.Z., C.Y., Q.S.), The First Affiliated Hospital of Dalian Medical University, Dalian, China.
• Hanxu Shenliu
  Department of Radiology (H.S.), Shengjing Hospital of China Medical University, Shenyang, China.
• Nan Wang
  Department of Gastroenterology, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China.
• Shuai Hu
  School of Mechanical and Electronic Engineering, Nanjing Forestry University, Nanjing 210037, China.
• Xulun Lu
  Department of Radiology (M.Z., N.W., S.H., X.L., H.Z., C.Y., Q.S.), The First Affiliated Hospital of Dalian Medical University, Dalian, China.
• Liangjie Lin
  MSC Clinical & Technical Solutions, Philips Healthcare, Beijing, China.
• Haonan Zhang
  Electronic Information School, Wuhan University, Wuhan 430064, China.
• Yan Zhao
  Emergency Center, Hubei Clinical Research Center for Emergency and Resuscitaion, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China.
• Chao Yang
  Translational Institute for Cancer Pain, Chongming Hospital Affiliated to Shanghai University of Health & Medicine Sciences (Xinhua Hospital Chongming Branch), Shanghai 202155, P. R. China.
• Hongbo Feng
  From the Department of Nuclear Medicine (S.Z., H.F.), The First Affiliated Hospital of Dalian Medical University, Dalian, China.
• Qingwei Song
  Department of Radiology (M.Z., N.W., S.H., X.L., H.Z., C.Y., Q.S.), The First Affiliated Hospital of Dalian Medical University, Dalian, China songqw1964@163.com.

Keywords

External Resources