Professors
XING Yuxiang
Professor

Tel: 010-62782510

Email: xingyx@mail.tsinghua.edu.cn

Educational Background

● 1998.9 – 2003.5 State University of New York at Stony Brook, NY, USA

Major: Electrical and Computer Engineering Degree: PhD.

● 1994.9 – 1997.7 Tsinghua University, Beijing, P.R. China

Major: Engineering Physics Degree: M.E.

● 1990.9 – 1994.7 Northern Jiaotong University, Beijing, P.R China

Major: Telecommunication and Control Engineering Degree: B.E.

Work Experience

● 2019.12 – Present Tsinghua University professor

● 2007.12 – 2019.12 Tsinghua University Associate professor

● 2003.07 – 2007.12 Tsinghua University Assistant professor

Teaching work

● 2017 - 2019 Practical English in Engineering Physics (undergraduate).

● 2011 - 2018 Signals and systems (undergraduate).

● 2005 - 2018 Image Reconstruction Method (graduate)

Research Field

● Radiation imaging systems, Tomographic reconstruction methods, Deep learning methods for radiation imaging, Evaluation of image quality and system performance, etc.

Professional activities

1. Medical Physics, Activity:associate editor board since 2022.

2. Physics in Medicine and Biology: advisory board member since 2020

3. Medical & Biological Engineering & Computing: associate editor since 2020

4. SPIE: Medical Imaging Physics Committee since 2016

5. Chinese Journal of Stereology and Image Analysis: Editorial committee Member since 2007

6. Computerized tomography theory and applications: Editorial committee Member since 2004

7. Institute of Electrical and Electronics Engineers (IEEE) : Senior member

Awards

1. 2023: Woman in Science Award, 17th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology

and Nuclear Medicine.

2. 2020:Second Prize of national Science and Technology Progress Award

3. 2020: IEEE TMI distinguished Reviewer Gold level

4. 2018:First Prize of Beijing Science and Technology Progress Award

5. 2017: Outstanding reviewer award of Physics in medicine and biology, by IOP publishing

6. 2017: Outstanding Chinese Patent

7. 2016: Gold medal of international patent exhibition

8. 2015: First Prize of science and technology progress award in Chinese society of stereology

9. 2010: Distinguish paper award in national conference of new technologies in radiographic and CT imaging

10. 2006: Prize of new progress in 3D imaging from Chinese society of stereology

11. 2004: Prize of new progress in 3D imaging from society of stereology

Academic Achievements

● Book Contributions:

1. Zheng Li, Yuxiang Xing, Chapter 6.1 “Radiographic imaging”, Introduction of nuclear power and nuclear technology, 2011. Harbin Engineering University Press.

2. Peng Zhang, Yuxiang Xing, Liang Li, “Current development and its future of CT technology”, Scientific Report on the development of steoreology. China association of science and technology. 2013


● Journal articles:

1. K. Liang, L. Zhang, Y. Xing, “Method of sparse-view coded-aperture x-ray diffraction tomography”, 2023 Phys. Med. Biol. 68 065008, DOI 10.1088/1361-6560/acc001

2. L. Shen, Y. Xing and L. Zhang, "Joint Reconstruction and Spectrum Refinement for Photon-Counting-Detector Spectral CT," IEEE Transactions on Medical Imaging, doi: 10.1109/TMI.2023.3261999.

3. M. Du, K. Liang, L. Zhang, H. Gao, Y. Liu and Y. Xing, "Deep-Learning-Based Metal Artefact Reduction With Unsupervised Domain Adaptation Regularization for Practical CT Images," IEEE Transactions on Medical Imaging, vol. 42, no. 8, pp. 2133-2145, Aug. 2023, doi: 10.1109/TMI.2023.3244252.

4. C. Chen, Y. Xing, H. Gao, L. Zhang and Z. Chen, "Sam’s Net: A Self-Augmented Multistage Deep-Learning Network for End-to-End Reconstruction of Limited Angle CT," in IEEE Transactions on Medical Imaging, vol. 41, no. 10, pp. 2912-2924, Oct. 2022, doi: 10.1109/TMI.2022.3175529..

5. Guo X Y, Zhang L, Xing Y X. Analytical covariance estimation for iterative CT reconstruction methods[J]. Biomedical Physics & Engineering Express, 2022, 8(3):1-15

6. Liang K , Zhang L , Xing Y . Reciprocal-FDK reconstruction for x-ray diffraction computed tomography. Physics in Medicine & Biology 2022.

7. A Zheng,K Liang,L Zhang,Y Xing, A CT image feature space (CTIS) loss for restoration with deep learning-based methods[J]. Physics in Medicine & Biology, 2022, 67(5):055010.

8. Wu, C, Xing, Y, Zhang, L, Chen, Z, Zhu, X, Zhang, X, Gao, H. Fluence adaptation for contrast-based dose optimization in x-ray phase-contrast imaging. Med. Phys. 2021; 48: 6106– 6120.

9. A. Zheng, H. Yang, L. Zhang and Y. Xing, "Interweaving Network: A Novel Monochromatic Image Synthesis Method for a Photon-Counting Detector CT System," IEEE Access, vol. 8, pp. 217701-217710, 2020, doi: 10.1109/ACCESS.2020.3041078.

10. K. Liang, L. Zhang, H. Yang, Z. Chen and Y. Xing, "A Model-Based Unsupervised Deep Learning Method for Low-Dose CT Reconstruction," IEEE Access, vol. 8, pp. 159260-159273, 2020, doi: 10.1109/ACCESS.2020.3020406.

11. T. Zhang, L. Zhang, Z. Chen, Y. Xing and H. Gao, "Fourier Properties of Symmetric-Geometry Computed Tomography and Its Linogram Reconstruction with Neural Network," IEEE Transactions on Medical Imaging, doi: 10.1109/TMI.2020.3020720.

12. Gao, Y., Liang, Z., Xing, Y., Zhang, H., Pomeroy, M., Lu, S., Ma, J., Lu, H. and Moore, W. , Characterization of tissue‐specific pre‐log Bayesian CT reconstruction by texture–dose relationship. Med. Phys., 2020, 47: 5032-5047.

13. Zheng A , Gao H , Zhang L , Xing, Y. A dual-domain deep learning-based reconstruction method for fully 3D sparse data helical CT. Physics in Medicine and Biology, 2020. 65(24):245030

14. Wu, C., Zhang, L., Chen, Z., Xing, Y., Li, X., Zhu, X., Arboleda, C., Wang, Z. and Gao, H. (2020), The trigonometric orthogonality of phase‐stepping curves in grating‐based x‐ray phase‐contrast imaging: Integral property and its implications for noise optimization. Med. Phys., 47: 1189-1198.

15. Zhang, T., Xing, Y., Zhang, L., Jin, X., Gao, H. and Chen, Z. (2020), Stationary computed tomography with source and detector in linear symmetric geometry: Direct filtered backprojection reconstruction. Med. Phys., 47: 2222-2236

16. Liang, K., Zhang, L., Yang, H., Yang, Y., Chen, Z. and Xing, Y. (2019), Metal artifact reduction for practical dental computed tomography by improving interpolation‐based reconstruction with deep learning. Med. Phys., 46: e823-e834

17. Yang H , Liang K , Zhang L , et al., Slice-wise reconstruction for low-dose cone-beam CT using a deep residual convolutional neural network, NUCL SCI TECH,2019, 30(4):53-61.

18. Huang K X , Deng Z , Xu X F , et al. Optimized energy thresholds in a spectral computed tomography scan for contrast agent imaging[J]. Nuclear Science and Techniques, 2019, 30(3).

19. Guo X, Zhang L, Xing Y. Experimental study to optimize configurations of PCD Spectral CT. Journal of X-ray science and technology. 2018-Sep-15 2018.

20. Wang S, Xing Y, Zhang L, Xu X. Enhanced material separation with a quasi-monochromatic CT imaging method using a photon counting detector. Nuclear Instruments & Methods in Physics Research Section a-Accelerators Spectrometers Detectors and Associated Equipment. Feb 11 2018;881:9-15.

21. Xu X, Xing Y, Wang S, Zhang L. Systematic implementation of spectral CT with a photon counting detector for liquid security inspection. Nuclear Instruments & Methods in Physics Research Section a-Accelerators Spectrometers Detectors and Associated Equipment. Jun 11 2018;893:99-108.

22. Zhang Y, Rong J, Lu H, Xing Y, Meng J. Low-dose Lung CT Image Restoration Using Adaptive Prior Features from Full-dose Training Database. IEEE Transactions on Medical Imaging. 2017;PP(99):1-1

23. Yang, Hongkai, K. Kang, and Y. Xing. "Geometry calibration method for a Cone‐beam CT system." Medical Physics (2017). 44(5):1692-1706.

24. Shen L, Xing Y. Multienergy CT acquisition and reconstruction with a stepped tube potential scan. Medical Physics. 2015;42(1):282-96.

25. Liu Y, Cheng J, Zhang L, Xing Y, Chen Z, Zheng P. A Low-Cost Dual Energy CT System with Sparse Data. Tsinghua Science & Technology. 2014;19(2):184-94.

26. Chen Z, Zhang L, Liu Y, Xing Y, Zhao Z. Dual-energy material identification method and apparatus with undersampling. US; 2013.

27. Gao H, Zhang L, Chen Z, Xing Y, Xue H, Cheng J. Straight-Line-Trajectory-Based X-Ray Tomographic Imaging for Security Inspections: System Design, Image Reconstruction and Preliminary Results. IEEE Transactions on Nuclear Science. 2013;60(5):3955-68.

28. Shi C, Xing Y. ROC and LROC analysis of 3D CT performance for lesion detection. Chinese Journal of Medical Imaging Technology. 2012 2012;28(2):361-6.

29. Chen Z, Li X, Xing Y, Dynamic orbit computed tomography with vision tracking, J Tsinghua Univ (Sci & Tech), 2012, 52(5): 720-724.

30. Hao J, Zhang L, Xing Y, Kang K. Dual-energy CT imaging method using synchrotron radiation. Journal of Tsinghua University (Science and Technology). 2011 April;51(4):457-61.

31. Li L, Xing Y, Chen Z, Zhang L, Kang K. A curve-filtered FDK (C-FDK) reconstruction algorithm for circular cone-beam CT. Journal of X-Ray Science and Technology. 2011 2011;19(3):355-71.

32. Xing Y, Zhang L, Duan X, Cheng J, Chen Z. A Reconstruction Method for Dual High-Energy CT With MeV X-Rays. IEEE Transactions on Nuclear Science. 2011 Apr;58(2):537-46.

33. Jin X, Li L, Chen Z, Zhang L, Xing Y. Motion-compensated Reconstruction Method Based on Rigid Motion Model with Multi-object. Tsinghua Science and Technology. 2010 Feb.;15(1):120-6.

34. Li L, Chen Z, Kang K, Zhang L, Xing Y. Recent Advance in Exact ROI/VOI Image Reconstruction. Current Medical Imaging Reviews. 2010 May;6(2):112-8.

35. Li L, Xing Y, Chen Z, Zhang L, Kang K. A curve-filtered FDK (C-FDK) reconstruction algorithm for circular cone-beam CT. Journal of X-Ray Science and Technology. 2010;19(3):355-71.

36. Shen L, Xing Y. Implementation techniques and acceleration of DBPF reconstruction algorithm based on GPGPU for helical cone beam CT. Nuclear Techniques. 2010 Nov.;33(11):857-62.

37. Xin J, Liang LI, Chen Z, Li Zhang, Xing Y. Motion-Compensated Reconstruction Method Based on Rigid Motion Model with Multi-Object. Tsinghua Science & Technology. 2010;15(1):120-6.

38. Duan X, Cheng J, Zhang L, Xing Y, Chen Z, Zhao Z. X-ray cargo container inspection system with few-view projection imaging. Nuclear Instruments & Methods in Physics Research Section a-Accelerators Spectrometers Detectors and Associated Equipment. 2009 Jan 11;598(2):439-44.

39. Duan X, Zhang L, Xing Y, Chen Z, Cheng J. Few-View Projection Reconstruction With an Iterative Reconstruction-Reprojection Algorithm and TV Constraint. IEEE Transactions on Nuclear Science. 2009 Jun;56(3):1377-82.

40. Li L, Chen Z, Xu R, Kang K, Zhang L, Xing Y. A study of the plasmasphere density distribution using computed tomography methods from the EUV radiation data. Advances in Space Research. 2009 Apr 1;43(7):1143-7.

41. Li L, Kang K, Chen Z, Zhang L, Xing Y. A general region-of-interest image reconstruction approach with truncated Hilbert transform. Journal of X-Ray Science and Technology. 2009 2009;17(2):135-52.

42. Liang L, Kejun K, Zhiqiang Chen, Li Zhang, Yuxiang X. A general region-of-interest image reconstruction approach with truncated Hilbert transform. Journal of X-Ray Science and Technology. 2009 2009;17(2):135-52.

43. Gao H, Zhang L, Xing Y, Chen Z, Cheng J. An improved form of linogram algorithm for image reconstruction. IEEE Transactions on Nuclear Science. 2008 Feb;55(1):552-9.

44. Li L, Kang K, Chen Z, Zhang L, Xing Y, Yu H, et al. An alternative derivation and description of Smith's data sufficiency condition for exact cone-beam reconstruction. Journal of X-Ray Science and Technology. 2008 2008;16(1):43-9.

45. Zhang G, Cheng J, Zhang L, Chen Z, Xing Y. A practical reconstruction method for dual energy computed tomography. Journal of X-Ray Science and Technology. 2008 2008;16(2):67-88.

46. Jian Zhang, Zhiqiang Chen, Yuxiang Xing. Performance comparison of three approximate algorithms for helical CT. Nuclear Electronics and Detection Technology. 2007;27(2):339-42.

47. Gao H, Zhang L, Chen Z, Xing Y, Cheng J, Qi Z. Direct filtered-backprojection-type reconstruction from a straight-line trajectory. Optical Engineering. 2007 May;46(5).

48. Gao H, Zhang L, Chen Z, Xing Y, Cheng J, Yang Y. Application of X-ray CT to liquid security inspection: System analysis and beam hardening correction. Nuclear Instruments & Methods in Physics Research Section a-Accelerators Spectrometers Detectors and Associated Equipment. 2007 Aug 21;579(1):395-9.

49. Gao H, Zhang L, Xing Y, Chen Z, Zhang J, Cheng J. Volumetric imaging from a multisegment straight-line trajectory and a practical reconstruction algorithm. Optical Engineering. 2007 Jul;46(7).

50. Li L, Chen Z, Zhang L, Xing Y, Kang K. A cone-beam tomography system with a reduced size planar detector: A backprojection-filtration reconstruction algorithm as well as numerical and practical experiments. Applied Radiation and Isotopes. 2007 Sep;65(9):1041-7.

51. Liang L, Zhiqiang Chen, Li Zhang, Yuxiang Xing, Kejun K. A cone-beam tomography system with a reduced size planar detector: a backprojection-filtration reconstruction algorithm as well as numerical and practical experiments. Applied Radiation and Isotopes. 2007 Sept.;65(9):1041-7.

52. Yuxiang Xing, Li Zhang. A free-geometry cone beam CT and its FDK-type reconstruction. Journal of X-Ray Science and Technology. 2007 01;15(3):157-67.

53. Oldan J, Kulkarni S, Xing Y, Khurd P, Gindi G. Channelized Hotelling and human observer study of optimal smoothing in SPECT MAP reconstruction. Nuclear Science, IEEE Transactions on. 2004;51(3):733-41.

54. Xing Y, Hsiao T, Gindi G. Rapid calculation of detectability in Bayesian single photon emission computed tomography. Physics in medicine and biology. 2003;48(22):3755.

55. 沈淇, 冯初晴, 康克军, Yuxiang Xing. 综述:光子计数X射线探测器的能量标定方法(Review: energy calibration for photon counting X-ray detectors). Chinese J of stereology and image analysis. 2015(01):1-10.

56. 曾炜赫, 杨俊炜, Yuxiang Xing. 动态直方图双向均衡化的图像增强方法(Dynamic histogram double equalization for image enhancement). Chinese J of stereology and image analysis. 2014(02):129-39.

57. Hao J, Zhang L, Xing YX, Kang KJ, et al. The Application of Dual - energy CT Technique in Electron Density Measurement. Nuclear Electronics and Detection Technology. 2011 2011;31(10):1082-5.

58. 郝佳, 张丽, 陈志强, Yuxiang Xing, 康克军. 多能谱X射线成像技术及其在CT中的应用(Multi-energy X-ray Imaging Technique and Its Application in Computed Tomography). CT Theory and Applications. 2011;第1期(1):141-50.

59. 郝佳, 张丽, Yuxiang Xing, 康克军. 基于同步辐射光源的双能CT成像方法(Dual-energy CT imaging method using synchrotron radiation). J Tsinghua Univ (Sci & Tech). 2011; (04):457-61.

60. 郑鹏, 郝佳, Yuxiang Xing. 双能CT成像基材料分解法的理论误差分析(error analysis of basis material decomposition method in dual-energy computed tomography). CT THEORY AND APPLICATIONS. 2011;20(2):153-62.

61. Xiyun Li, Zhiqiang Chen, Yuxiang Xing. Industrial computed tomography with real-time trajectory tracking. Chinese J of stereology and image analysis. 2011(4):341-7.

62. 沈乐, Yuxiang Xing. 基于GPGPU的锥束螺旋CT DBPF重建算法的实现与加速方法研究(Implementation and Accleration of DBPF reconstruction for helical conebeam CT base on GPGPU). NUCLEAR TECHNIQUES. 2010;33(11):857-62.

63. 毕文元, 陈志强, 张丽, Yuxiang Xing. 基于CUDA的三维重建过程实时可视化方法(Real-Time Visualize the 3D Reconstruction Procedure Using CUDA). CT Theory and Applications. 2010;19(2):1-8.

64. Yuxiang Xing, 郑娟. 断层影像系统性能的数值/解析计算研究进展(Numerical / Analytical evaluation of the performance of tomographic systems). Chinese J of stereology and image analysis. 2008;13(03).

65. 王振天, 张丽, Yuxiang Xing, 康克军. 统计重建算法综述(Overview of Statistical Reconstruction Algorithms). CT Theory and Applications. 2007;16(4):8-21.

66. 熊亮, 张丽, 陈志强, Yuxiang Xing. 切向CT重建算法的研究(Investigation into Tangential-CT Reconstruction Algorithm). Computerized Tomography Theory and Applications. 2007;16(1):10-8.

67. 戴智晟, 陈志强, Yuxiang Xing, 张丽, 毕文元. 用通用显卡加速三维锥束T-FDK重建算法(Accelerated 3-D T-FDK reconstruct ion algorithm using the commordity graphics hardware). J Tsingh ua Univ ( Sci & Tech ). 2006;46(9):1589-92.

68. 谷建伟, 张丽, 陈志强, Yuxiang Xing. 常用的几种插值方法在CT系统金属伪影校正中的性能比较(Comparison among general interpolation methods for metal artifacts reduction in CT images). Nuclear Elect ronics &Detection Technolo gy. 2006;26(6):905-7.

69. 谷建伟, 张丽, 陈志强, Yuxiang Xing. CT图像中金属伪影的快速校正(Fast correction ofmetal artifacts in CT mi ages). Chinese J of stereology and image analysis. 2005;10(2):108-11.

70. 谷建伟, 张丽, 陈志强, Yuxiang Xing, 高河伟. 工业CT图像的伪影成因和校正方法综述(The Review of Reasons and Correction Methods for Artifacts in ICT Images). CT Theory and Applications. 2005;14(3):24-8.

71. 陈志强, 曾凯, 张丽, Yuxiang Xing. 三维锥束扫描CT成像图像重建新进展(Recent Progress in Image Reconstruction and Processing of 3DConebeam CT). CT Theory and Applications. 2004;13(4):5-8


● Representative Patents:

1. Yuxiang XING, Kaichao LIANG, Le SHEN, Li ZHANG, Hongkai YANG, Kejun KANG, Zhiqiang CHEN, Jianmin LI, Yinong LIU (2021), Image processing method using convolutional neural network, image processing device and storage medium, US10,984,565B2

2. Yuxiang Xing, Li Zhang, Jianmin Li, Zhiqiang Chen, Jianping Gu (2021), Method and device for reconstructing CT image and storage medium, US10896527B2.

3. Xing, Y., Le, S. H. E. N., Zhang, L., Chen, Z., & Li, L. (2016). X-ray dual-energy CT reconstruction method: U.S. Patent No. 9,513,235. Washington, DC: U.S. Patent and Trademark Office. 2016-12-6.

4. Le S, Xing Y, Li Y, et al. CT imaging systems and methods thereof: U.S. Patent 9,495,772. 2016-11-15.

5. Le, S. H. E. N., Xing, Y., Shen, Q., Cao, M., Zhang, L., & Chen, Z. (2016). Multi-energy CT imaging system and imaging method: U.S. Patent No. 9,326,743. Washington, DC: U.S. Patent and Trademark Office. 2016-5-3.

6. Chen, Z., Zhang, L., Zhao, Z., Xing, Y., Hao, J., & Li, L. (2016). Apparatus and method for ray scanning imaging: U.S. Patent No. 9,448,325. Washington, DC: U.S. Patent and Trademark Office. 2016-9-20.

7. Huang, Z., Chen, Z., Zhang, L., Li, Y., Xing, Y., Zhao, Z., ... & Ding, F. (2015). X-ray source grating stepping imaging system and image method: U.S. Patent No. 9,134,259. Washington, DC: U.S. Patent and Trademark Office. 2015-9-15.

8. Zhang, L., Chen, Z., Le, S. H. E. N., Xing, Y., Jin, X., & Huang, Q. (2016). Spiral CT systems and reconstruction methods: U.S. Patent No. 9,466,137. Washington, DC: U.S. Patent and Trademark Office. 2016-10-11.

9. Kang, K., Chen, Z., Li, Y., Zhang, L., Zhao, Z., Liu, Y., ... & Xing, Y. Low-angle self-swinging, large-scale multi-slice spiral computed tomography apparatus and inspection method: U.S. Patent Application 14/837,205. 2015-8-27. (2015).

10. Li L, Zhang L, Chen Z, Zhao Z, Xing Y, Xiao Y, et al. METHODS AND DEVICES FOR LOCATING OBJECT IN CT IMAGING. US Patent 9,058,658, 2015

11. Huang Z, Chen Z, Zhang L, Wang Z, Xing Y, Zhao Z, et al. X-ray dark-field imaging system and method. Google Patents 8,515,002. 2013-8-20.

    • Address : Department of Engineering Physics, Tsinghua University (Liu Qinglou)
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    • Phone:010-62785727
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