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牛田野

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牛田野
 
教授博导
浙江大学转化医学研究院浙江大学医学院附属邵逸夫医院
电子邮件: tyniu@zju.edu.cn
教育
12/2008        物理电子学专业博士,中国科学技术大学,合肥
07/2003        应用物理学专业学士,中国科学技术大学,合肥
    年级GPA最高 (3.9/4.0),获中国科大最高荣誉:“郭沫若”奖学金
科研兴趣
    手术和放射治疗中的医学图像引导技术研究。
工作
05/2017        客座副教授
-至今          美国罗格斯大学放射肿瘤学系
·         影像组学用于肿瘤治疗评估
·         双能CT多材料分解
01/2017        教授
-至今          浙江大学转化医学研究院,杭州
·         超低剂量精准能谱锥束CT成像技术研究
·         多自由度锥束CT系统设计
01/2014        特聘研究员
-2016.12       浙江大学医学院附属邵逸夫医院,杭州
·         高端锥束CT成像及其在放射治疗中应用
01/2014        特聘研究员
-2016.12       浙江大学转化医学研究院,杭州
·         超低剂量精准锥束CT成像技术研究
·         多自由度锥束CT系统设计
08/2013        客座助理教授
-12/2013       核工程与医学物理专业,佐治亚理工大学,亚特兰大,美国
·         教学:医学健康物理 (MP6401) 2013
01/2013        研究科学家
- 12/2013      核工程与医学物理专业,佐治亚理工大学,亚特兰大,美国
·         基于压缩感知的迭代CT重建
·         低剂量定量锥束CT重建
·         基于锥束CT的自适应放射治疗
10/2009        博士后
- 01/2013      核工程与医学物理专业,佐治亚理工大学,亚特兰大,美国
·         建设锥束CT桌面成像系统
·         两套锥束CT散射修正算法 (获得NIH 1R21EB012700-01A1项目资助)
·         Compton散射成像系统设计
·         基于压缩感知的放射治疗计划算法
·         埃默里大学附属医院临床实践
09/2003        直博生
- 06/2009      中国科学技术大学近代物理系核电子学专业合肥
                      导师:金革教授
·         设计并实现两款便携式设备用于放射性核素寿命测量和环境剂量监控
·         开发静电探针和测量系统用于中低密度等离子体参数诊断。
09/2007        访问学生
- 09/2008      萨斯喀彻温大学工程物理系,加拿大
                     导师:肖持进教授
·         加拿大STOR-M托卡马克中软X射线诊断。

主持或参加科研项目及人才计划项目情况:
人才计划
1.      浙江省“千人计划”专家:创新人才长期项目,2015/01起。
2.      浙江省151人才工程第二层次,2016/11起。
科研项目
3.      美国瓦里安公司科研基金,放疗中锥束CT肠道气泡区运动伪影抑制、08/2017-07/20183万美元,在研、      主持
4.      国家重点研发计划,25616厘米高清高速大容积医学CT系统及核心技术研发、2016YFC0104507、              01/2017-12/2021150万元、在研、核心参与。
5.      浙江省杰出青年基金获得者,基于统计模型的图像域多尺度双能CT分解技术研究、LR16F0100012016/01-2019/1238万元、在研、主持。
6.      科技部“863”计划“青年科学家”专题,2015AA020917、新一代高灵活性定量锥束CT医学成像技术研究、2015/06-2018/06124万元、在研、主持。
7.      国家自然科学基金青年科学基金项目,81201091、使用单次扫描和固定阻挡器的锥束CT散射修正方法研究、2013/01-2015/1224万元、在研、主持。
8.      美国国家卫生研究院(NIH)基金,1R21EB012700、锥束CT散射修正提升放射治疗效果、2010/05-2012/05280万元、已结题、参与。

代表性奖励
2012             IEEE NSS/MIC会议差旅资助
2007             三星夏令营差旅资助
2005             优秀本科生班主任
2004             “光华奖学金
2003          “郭沫若奖学金(中国科学技术大学最高荣誉)
2003             “张宗植奖学金
2003             优秀本科毕业论文
2003             第八届挑战杯校内优秀奖
2002             “三星奖学金

专利
获批专利:
  1. Lei Zhuand Tianye Niu, X-ray Compton scatter imaging on volumetric CT systems. US Utility Patent, Serial No: 13/565,337, File date: 08/02/2012.
  2. Lei Zhuand Tianye Niu, Scatter correction for conebeam CT using planning MDCT images. US Utility Patent, Serial No: 13/088,134, File date: 04/15/2011.
  3. 牛田野, 锥束CT的自适应迭代散射修正方法。申请号:201410583570.8, 申请日期:10/28/2014.
  4. 牛田野, 锥束CT图像域快速散射修正方法。申请号:201410757244.4, 申请日期:12/10/2014.
审理中的中国发明专利:
  1. 牛田野,吴蓬威,伪影修正辅助的CBCT迭代重建方法。申请号:201510980575.9,申请日期:12/23/2015
  2. 牛田野,杨美丽,龙泳,图像域双能CT多材料统计分解方法。申请号:201510930798.4,申请日期:12/15/2015
  3. 王静,牛田野,蔡秀军,龚书滔,多功能锥束CT成像系统,申请号:201510640868.2,申请日期:09/30/2015
  4. 牛田野,汤少杰,杨美丽,一种基于多尺度图像域双能分解算法。申请号:201510278220.5,申请日期:05/22/2015.
  5. 汤少杰,黄魁东,牛田野,一种轴向锥束扫描解析CT重建图像直流漂移校正算法。申请号:201510278206.5,申请日期:05/22/2015.
 
 

发表情况

期刊论文
2017
  1. Chunlin Yang, Pengwei Wu, Shutao Gong, Jing Wang, Qihui Lyu, Xiangyang Tang* and Tianye Niu*, Shading correction assisted iterative cone-beam CT reconstruction, Phys. Med. Bio., 62: 8495–8520, 2017.
  2. Yi XueRuoshui RuanXiuhua HuYu KuangJing WangYong Long*Tianye Niu*, Statistical image-domain multi-material decomposition for dual-energy CTMed. Phys., 44(3): 886-901, 2017.
  3. Xiaokun Liang, Zhicheng Zhang, Tianye Niu, Shaode Yu, Shibin Wu, Zhicheng Li, Huailing Zhang, Yaoqin Xie, Iterative image-domain ring artifact removal in cone-beam CT, Phys. Med. Bio., 62: 5276–5292, 2017.
  4. Wei Zhao, Lei Xing, Qiude Zhang, Qingguo Xie*, Tianye Niu*, Segmentation-free x-ray energy spectrum estimation for computed tomography using dual-energy material decomposition, Journal of Medical Imaging, 4(2): 023506, 2017.
2016:
  1. Kaley Woods, Dan Nguyen, Angelia Tran, Victoria Y. Yu, Minsong Cao, Tianye Niu, Percy Lee, Ke Sheng, Viability of Non-Coplanar VMAT for Liver SBRT as Compared to Coplanar VMAT and Beam Orientation Optimized 4π IMRT, Advances in Radiation Oncology, 1(1): 67-75, 2016.
  2. Ke Nie, Liming Shi, Qin Chen, Xi Hu, Salma Jabbour, Ning Yue, Tianye Niu*, and Xiaonan Sun*, Rectal Cancer: Assessment of Neoadjuvant Chemo-Radiation Outcome Based on Radiomics of Multi-Parametric MRI, Clinical Cancer Research, 22(21): 5256-5264, 2016
  3. Joseph Harms, Tonghe Wang, Michael Petrongolo, Tianye Niu, and Lei Zhu, Noise suppression for dual-energy CT via penalized weighted least-square optimization with similarity-based regularization, Med. Phys., 43(5): 2676-2686, 2016
  4. Wei Zhao, Tianye Niu, Lei Xing, Yaoqin Xie, Guanglei Xiong, Kimberly Elmore, Jun Zhu, Luyao Wang, and James K Min. Using Edge-Preserving Algorithm with Non-local Mean for Significantly Improved Image-Domain Material Decomposition in Dual Energy CT, Phys. Med. Bio, 61(3): 1332, 2016
2015:
  1. Zhiming Li, Jihong Sun, Lumin Chen, Ning Huang, Peng Hu, Xi Hu, Guocan Han, Yurong Zhou, Weixian Bai, Tianye Niu, Xiaoming Yang, Assessment of liver fibrosis using pharmacokinetic parameters of dynamic contrastenhanced magnetic resonance imaging, J.Magn. Reson. Imaging, 44(1): 98-104, 2015
  2. Pengwei Wu, Xiaonan Sun, Hongjie Hu, Tingyu Mao, Wei Zhao, Ke Sheng, Alice A. Cheung, Tianye Niu*, Iterative CT shading correction with no prior information, Phys. Med. Bio, 60(21): 8437-8455, 2015.
  3. Jianhua Wang, Jianrong Dai, Yongjie Jing, Yanan Huo, and Tianye Niu*, Methodology for registration of shrinkage tumors in head and neck CT studies, Comput Math Method M., 2015
2014
  1. Tianye Niu, Xue Dong, Michael Petrongolo and Lei Zhu*, Iterative image-domain decomposition for dual-energy CT, Med. Phys., 41(4): 041901 (1-10), 2014.
  2. Tianye Niu, Xiaojing Ye, Quentin Fruhauf, Michael Petrongolo and Lei Zhu*, Accelerated barrier optimization compressed sensing (ABOCS) for CT reconstruction with improved convergence. Phys. Med. Bio, 59(7):1801-1814, 2014.
  3. Xue Dong, Tianye Niu and Lei Zhu*, Combined iterative reconstruction and image-domain decomposition for dual energy CT using total-variation regularization, Med. Phys., 41(5): 051909 (1-9), 2014.
  4. Lei Zhu*, Tianye Niu and Michael Petrongolo, Iterative CT reconstruction via minimizing adaptively reweighted total variation. Journal of X-ray science and technology, 22(2): 227-240, 2014.
2013
  1. Yifei Lou, Tianye Niu, Xun Jia, Patricio A. Vela, Lei Zhu and Allen R. Tannenbaum*, Joint CT/CBCT deformable registration and CBCT enhancement for cancer radiotherapy, Med Image Anal, 17(3):387-400, 2013.
  2. X. Dong,M. Petrongolo, T.Y. Niu* and L. Zhu*, "Low-Dose and Scatter-Free Cone-Beam CT Imaging Using a Stationary Beam Blocker in a Single Scan: Phantom Studies," Comput Math Method M.  (2013).
2012
  1. Tianye Niu, and Lei Zhu*, Accelerated barrier optimization compressed sensing (ABOCS) reconstruction for cone-beam CT: phantom studies. Med. Phys., 39(7): 4588-4599, 2012.
  2. Tianye Niu, Ahmad Al-Basheer and Lei Zhu*, Quantitative cone-beam CT imaging in radiation therapy using planning CT as a prior: First patient studies. Med. Phys., 39(4): 1991-2001, 2012.
  3. Lei Zhu, Tianye Niu, Kihwan Choi and Lei Xing*, Total-Variation Regularization Based Inverse Planning for Intensity Modulated Arc Therapy. Technol Cancer Res Treat. 11(2): 149-162, 2012.
  4. Xue Dong, Tianye Niu, Xun Jia,and Lei Zhu*, Relationship between x-ray illumination field size and flat field intensity and its impacts on x-ray imaging. Med. Phys., 39(10): 5901-5909, 2012.
2011
  1. Tianye Niu, and Lei Zhu*, Scatter correction for full-fan volumetric CT using a stationary beam blocker in a single full scan. Med. Phys., 38(11): 5395-5407, 2011.
2010
  1. Tianye Niu, Mingshan Sun, Josh Star-Lack, Hewei Gao, Qiyong Fan and Lei Zhu*, Shading correction for on-board cone-beam CT in radiation therapy using planning MDCT images. Med. Phys., 37(10): 5395-5407, 2010.
  2. Tianye Niu* and Lei Zhu*. Overview of x-ray scatter in cone beam computed tomography and its correction methods. Curr Med Imaging Rev, 6(2):82-89, 2010.
2009之前 (博士研究生期间):
  1. Lei Liu, Jinxiang Cao, Tianye Niu, et al. Experimental studies of low-pressure plasma jet by means of langmuir probes and emission spectra. Plasma Sci. Tech., 11(3): 307-313, 2009.
  2. Chijin. Xiao, Tianye Niu, Jordan Morelli, et al., Design and initial operation of multichord soft x-ray detection arrays on the STOR-M Tokamak, Rev. Sci. Instru., 79(10): 10E926-1-10E926-3, 2008.
27. Mykola Dreval, Chijin Xiao, Dallas Trembach, Akira Hirose, Sayf Elgriw, Andrew Pant, Damian Rohraff and Tianye Niu, Simultaneous evolution of plasma rotation, radial electric field, MHD activity and plasma confinement in STOR-M tokamak, Plasma Phys. Control. Fusion, 50(9): 095014-1 - 095014-13, 2008.
  1. Tianye Niu, Jinxiang Cao, Ge Jin, Hao Liang, Ying Zhu, Development of Portable Langmuir Probe DAQ System, Nuclear Electronics & Detection Technology, 28(3), 2008. (In Chinese)
  2. Tianye Niu, Jinxiang Cao, Lei Liu, et al, A comparison among optical emission spectroscopic methods of determining electron temperature in low pressure argon plasmas, Chinese Phys, 16(9): 2757-2763, 2007.
  3. Tianye Niu, Jinxiang Cao, Lei Liu, et al, The techniques of single probe and emission spectroscopy diagnostics in low temperature argon plasmas, Acta Physica Sinica, 56(4): 2330-2336, 2007. (In Chinese)
  4. Zhu YingCao Jin-XiangTianye NiuWang LiangWang YanWang GeOptimization of Langmuir probe system parameters in a stationary laboratory plasmaPlasma Sci. Tech., 8(6):639-643, 2006.
  5. Yan WangJinxiang CaoGe WangLiang WangTianye NiuYing ZhuTotal absorption of   electromagnetic radiation in overdense plasmaPhysics of Plasmas, 13(7): 073301-1 - 073301-9, 2006.
  6. Tianye Niu, Weisong Yang, Ge Jin, Hao Liang, Qingqi Wang, The development of a portable multi-channel analyzer, Nuclear Electronics & Detection Technology, 26(4), 2006. (In Chinese)
  7. Ge Jin, Tianye Niu, Yangmei Fan, A measurement system for the half life of radionuclide, Nuclear Electronics & Detection Technology, 24(2), 2004. (In Chinese)

受邀写书章节:
Tianye Niu, Yu Kuang. Cone-beam CT for medical imaging and image-guided interventions. In: Iniewski R, ed. Semiconductor Radiation Detectors, Technology, and Applications. Boca Raton, USA: Taylor & Francis Group, LLC, The CRC Press; Oct. 26, 2017. (ISBN: 9781138710344 - CAT# K32209 (Hardback))

会议论文:
  1. Tingyu Mao, Pengwei Wu, Gaofeng Wang, Xiangyang Tang, Hongjie Hu*, Tianye Niu*, Quantitative low-kVp CT angiography in carotid artery imaging, World Congress on Medical Physics and Biomedical Engineering, June 7-12, 2015, Toronto, Canada. IFMBE Proceedings Volume 51 2015,ISBN: 978-3-319-19386-1 (Print) 978-3-319-19387-8 (Online) IFMBE Proceedings pp 177-180
  2. Xiaoyuan Suo and Tianye Niu, Incorporating entrepreneurship topic into a mobile computing course, IEEE Frontiers in Education Conference, 2014
  3. Tianye Niu, and Lei Zhu, Accelerated barrier optimization compressed sensing (ABOCS) reconstruction: performance evaluation for cone-beam CT. IEEE Nuclear Science Symposium Conference (IEEE NSS/MIC), 2012
  4. Tianye Niu and Lei Zhu, Low-dose quantitative cone-beam CT imaging in radiation therapy. IEEE NSS/MIC, 2012
  5. Xue Dong,Xun Jia, Tianye Niu, and Lei Zhu, Low-dose and scatter-free cone-beam CT imaging: a preliminary study. Proc. SPIE, 8313, 19(1) – 19(11), 2012
  6. Tianye Niu, and Lei Zhu, Single-scan scatter correction for cone-beam CT using a stationary beam blocker: a preliminary study. Proc. SPIE, 7961, 261 - 269, 2011.
  7. Hewei Gao, Tianye Niu, Lei Zhu and Rebecca Fahrig, Evaluation of an erbium modulator in x-ray scatter correction using primary modulation. Proc. SPIE, 7961, 221 - 227, 2011.

会议报告:
一作或通讯作者口头报告:
  1. Yi Xue, Yangkang Jiang, Chunlin Yang, Tianye Niu*, Noise Suppression in Multi-Material Decomposition of Dual Energy CT Using Boundary Discrimination Regularization, AAPM 59th annual meeting, July/2017, Denver
  2. Yangkang Jiang, Chunlin Yang, Qihui Lyu, Ke Sheng, Yi Xue, Tianye Niu*, Prior Segmentation Assisted Statistical Multi-Material Decomposition for Dual-Energy CT, AAPM 59th annual meeting, July/2017, Denver
  3. Yi Xue, Chunlin Yang, Yangkang Jiang, Tianye Niu*, Motion Artifacts Reduction in Gas Pockets for Conebeam CT in Radiation Therapy, AAPM 59th annual meeting, July/2017, Denver
  4. Pengwei Wu, Tingyu Mao, Shutao Gong, Jing Wang, Ke Sheng, Yaoqin Xie, and Tianye Niu*, Shading Correction Assisted Iterative Conebeam CT Reconstruction, The 4th International Conference on Image Formation in X-Ray Computed Tomography (CT meeting), July 18-22, 2016, Bamberg, Germany.
  5. Ke Nie*, Liming Shi, Xi Hu, Qin Chen, Ning Yue, Xiaonan Sun, Tianye NiuPrediction of ChemoRadiation Outcome for Rectal Cancer Based On Radiomics of Tumor Clinical Characteristics and MultiParametric MRI, AAPM 57th annual meeting, Science Council Symposium, July/2015.
  6. Pengwei Wu, Tingyu Mao , Shiyi Xie, Ke Sheng, Tianye Niu*, Iterative CT Shading Correction Method with No Prior Information, AAPM 57th annual meeting, July/2015.
  7. Pengwei Wu, Tingyu Mao , Shiyi Xie, Ke Sheng, Tianye Niu*, A Practical Bowtie Ring Artifact Correction Algorithm for ConeBeam CT, AAPM 57th annual meeting, July/2015.
  8. Tianye Niu, Xue Dong, Michael Petrongolo and Lei Zhu, Iterative Image-Domain Decomposition for Dual-Energy CT, AAPM 56th annual meeting, Aug/2014.
  9. Lei Zhuand Tianye Niu. Iterative CT reconstruction via minimizing adaptively reweighted total variation. AAPM 55th annual meeting, Aug/2013.
  10. Hongyan Zhang, Lei Liu,Hao Wu, Haizhen Yue, Tianye Niu and Lei Zhu. Quantitative cone-beam CT imaging in radiation therapy using planning CT as a prior: clinical assessments. AAPM 55th annual meeting, Aug/2013.
  11. Tianye Niu and Lei Zhu. Accelerated barrier optimization compressed sensing (ABOCS) for CT reconstruction with improved convergence. AAPM 55th annual meeting, Aug/2013.
  12. Tianye Niu. Medical Physics: An emerging multidiscipline. Department of Modern Physics, University of Science and Technology of China. Apr/2013. (Invited talk)
  13. Tianye Niu and Lei Zhu. The next-generation quantitative and safe cone-beam CT imaging and its applications in radiation therapy. Department of Engineering Physics, Tsinghua University. Mar/2013  (Invited talk)
  14. Tianye Niu and Lei Zhu. Accelerated barrier optimization compressed sensing (ABOCS) reconstruction for cone-beam CT. AAPM 54th annual meeting, Aug/2012.
  15. Tianye Niu, Ahmad Al-Basheer, and Lei Zhu. Quantitative cone-beam CT imaging in radiation therapy using planning CT as a prior: first patient studies. AAPM 54th annual meeting, Aug/2012.
  16. Tianye Niu. Quantitative cone-beam CT imaging in radiation therapy using planning CT as a prior: framework design and first patient studies. Woodruff School of Mechanical Engineering Seminar, Georgia Institute of Technology, Feb/2012. (Invited talk)
  17. Tianye Niu and Lei Zhu. Single-scan scatter correction for volumetric CT using a stationary beam blocker: phantom studies. AAPM 53rd annual meeting, Aug/2011.
  18. Tianye Niu, Lei Zhu. X-ray Compton scatter imaging on volumetric CT systems. AAPM 53rd annual meeting, Aug/2011
  19. Tianye Niu and Lei Zhu. Single-scan scatter correction for cone-beam CT using a stationary beam blocker: theory and preliminary study. SPIE Medical Imaging, Feb/2011.
  20. Tianye Niu, Mingshan Sun, Josh Star-Lack, Hewei Gao, Qiyong Fan and Lei Zhu. Shading correction for on-board cone-beam CT in radiation therapy using planning MDCT images. AAPM 52nd annual meeting, July/2010.
墙报或非一作报告:
  1. Meili Yang, Yong Long, and Tianye Niu*, Statistical Image-Domain Multi-Material Decomposition for Dual-Energy CT, The 4th International Conference on Image Formation in X-Ray Computed Tomography (CT meeting), July 18-22, 2016, Bamberg, Germany
  2. Huiqiao Xie, Tianye Niu, Huipeng Deng and Xiangyang Tang, Texture Enhanced Optimization-Based Image Reconstruction (TxE-OBIR) Algorithm, The 4th International Conference on Image Formation in X-Ray Computed Tomography (CT meeting), July 18-22, 2016, Bamberg, Germany
  3. Shaojie Tang, Meili Yang, Xiuhua Hu and Tianye Niu*, Multiscale Penalized Weighted Least-Squares Image-domain Decomposition for Dual-energy CT. IEEE Medical Imaging Conference, Nov/2015.
  4. Shaojie Tang, Yi Yang, Yan Gong, Kuidong Huang, Tianye Niu and Xiangyang Tang, Image-domain Noise Reduction with Multiscale Decomposition and Anisotropic Diffusion. IEEE Medical Imaging Conference, Nov/2015.
  5. Shaojie Tang, Kuidong Huang, Shutao Gong, Tianye Niu and Xiangyang Tang, Image-domain Correction for Gray Level Variation in Circular Cone-beam CT Scan. IEEE Medical Imaging Conference, Nov/2015.
  6. Xiaoyuan Suo and Tianye Niu, Incorporating entrepreneurship topic into a mobile computing course, IEEE Frontiers in Education Conference, 2014
  7. Michael Petrongolo, Tianye Niu and Lei Zhu, Noise suppression for dual-energy CT through entropy minimization, AAPM 56th annual meeting, Aug/2013.
  8. Tianye Niu and Lei Zhu. Fast treatment planning for arc therapy using maximum intensity regularized quadratic optimization (MIRQO). AAPM 55th annual meeting, Aug/2013
  9. Tianye Niu and Lei Zhu, Accelerated barrier optimization compressed sensing (ABOCS) reconstruction: performance evaluation for cone-beam CT. IEEE Nuclear Science Symposium Conference (IEEE NSS/MIC), Oct/2012 (Trainee grant).
  10. Tianye Niu and Lei Zhu, Low-dose quantitative cone-beam CT imaging in radiation therapy. IEEE NSS/MIC, Oct/2012 (Trainee grant).
  11. Qiyong Fan, Tianye Niu and Lei Zhu. Shading correction in image domain for cone-beam CT without prior information. AAPM 54th annual meeting, Aug/2012.
  12. Xun Dong,Xun Jia, Tianye Niu, and Lei Zhu, Low-dose and scatter-free cone-beam CT imaging: a preliminary study. SPIE Medical Imaging, Feb/2012.
  13. Xue Dong, Tianye Niu, Lei Zhu. Relationship between x-ray illumination volume size and flat field intensity and its impacts on x-ray imaging. AAPM 53rd annual meeting, Aug/2011.
  14. Lei Zhu and Tianye Niu. Improving cone-beam CT for radiation therapy. International workshop on Mathematical Problems, Models and Methods in Biomedical Imaging, Feb/2010. (Invited talk)
  15. Alice A. Cheung, Tianye Niu, Ji Chen, and Lei Zhu. Noise reduction for multi-harmonic phase analysis of gated SPECT myocardial perfusion imaging. IEEE NSS/MIC Oct/2010.
  16. Alice A. Cheung, Tianye Niu, Tracy L. Faber, W. Paul Segars, Lei Zhu, and Ji Chen. Simulation of left ventricular dyssynchrony using the XCAT phantom. IEEE NSS/MIC Oct/2010.

专业服务
期刊审稿人
·         Medical Physics
·         Physics in Medicine and Biology
·         Journal of X-ray Science and Technology
·         International Journal of Biomedical Imaging
·         IEEE Signal Processing Letters
·         IEEE Transaction on Medical Imaging
·         British Journal of Radiology
·         Journal of Radiological Protection 

专业会员
2011- Pres.   Junior Member, American Association of Physicists in Medicine
2010- 2012.        Member, Society of Photographic Instrumentation Engineers (SPIE)
 
 

 

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