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刘 辉
副研究员

博士,副研究员

邮 箱: liuhui2020@tsinghua.edu.cn

  • 教育背景
  • 工作经历
  • 研究领域
  • 学术成果


2010.08-2015.07 清华大学 获得核科学与技术专业工学博士学位

2006.08-2010.07 清华大学 获得工程物理专业工学学士学位


2024.02月-至今 清华大学工程物理系 副研究员

2020.11-2024.01 清华大学工程物理系 助理研究员

2019.12-2020.10 Yale University Associate Research Scientist

2017.06-2019.11 Yale University Postdoctoral Associate  

2015.07-2017.05 清华大学工程物理系 博士后


核医学成像系统研究,包括核医学成像原理、系统设计与仿真、图像重建及处理、深度学习在其中的应用等。


1. Nianming Jiang; Hui Liu; Mengle Xue; Cheng Li; Lilei Gao; Fan Liu; Jing Wu; Yaqiang Liu ; Performance evaluation of a novel multi-pinhole SPECT system, Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 2024, 1059: 168976.

2. Hui Liu; Jing Wu; Luyao Shi; Yaqiang Liu; Edward Miller; Albert Sinusas; Yi-Hwa Liu; Chi Liu ; Post-reconstruction attenuation correction for SPECT myocardium perfusion imaging facilitated by deep learning-based attenuation map generation, Journal of Nuclear Cardiology, 2022, 29(6): 2881-2892

3. Hui Liu; Jing Wu; Edward J. Miller; Chi Liu; Yaqiang Liu; Yi-Hwa Liu ; Diagnostic accuracy of stress-only myocardial perfusion SPECT improved by deep learning, European Journal of Nuclear Medicine and Molecular Imaging, 2021, 48(9): 2793-2800.

4. Hui Liu; Jing Wu; Wenzhuo Lu; John. A Onofrey; Yi-Hwa Liu; Chi Liu ; Noise reduction with cross-tracer and cross-protocol deep transfer learning for low-dose PET, Physics in Medicine and Biololgy, 2020, 65(18): 185006.

5. Xiao Liu; Hui Liu; Li Cheng; Jing Wu; Tianwei Bao; Rutao Yao; Yaqiang Liu ; A 3-dimensional stationary cascade gamma-ray coincidence imager, Physics in Medicine and Biology, 2021, 66(22): 225001.

6. Hui Liu; Stephanie Thorn; Jing Wu; Ramesh Fazzone-Chettiar; Veronica Sandoval; Edward. J Miller; Albert. J Sinusas; Yi-Hwa Liu ; Quantification of myocardial blood flow (MBF) and reserve (MFR) incorporated with a novel segmentation approach: Assessments of quantitative precision and the lower limit of normal MBF and MFR in patients, Journal of Nuclear Cardiology, 2021, 28(4): 1236-1248.


  • 地址:清华大学工程物理系(刘卿楼)
  • 邮编:100084
  • 电话:010-62785727
  • 邮箱:gwbgs@mail.tsinghua.edu.cn
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