彭亚辉

博士、教授、国家电工电子教学基地党支部书记、副主任

基本信息

办公电话：+86 13717509106 电子邮件： yhpeng@bjtu.edu.cn
通讯地址：北京市海淀区上园村三号 北京交通大学 九教南210 邮编：100044

教育背景

2001-2010   University of Chicago         Medical Physics    Ph.D.

1998-2001   清华大学核能设计研究院    　核技术及应用         工学硕士

1993-1998   清华大学工程物理系            工程物理                工学学士

工作经历

2019-               北京交通大学            电子信息工程学院              教授

2013-2018        北京交通大学            电子信息工程学院              副教授

2010-2013        University of Chicago  Department of Radiology    Postdoctoral Scholar


研究方向

  • 信息处理与人工智能
  • 人工智能
  • 新一代电子信息技术
  • 信号处理与电子系统
  • 通信工程

招生专业

  • 信息与通信工程博士
  • 信息与通信工程硕士
  • 人工智能硕士
  • 新一代电子信息技术（含量子技术等）硕士
  • 电子科学与技术硕士
  • 通信工程（含宽带网络、移动通信等）硕士

科研项目

  1. 人才基金：前列腺动态磁共振图像的计算机分析，2014-01-02 -- 2015-12-31
  2. 人才基金：前列腺癌多模磁共振成像计算机定量分析算法研究，2014-11-03 -- 2017-11-03
  3. 国家自然科学基金（面上）：多模态MRI图像肺癌检测与分类方法研究，2016-01  -- 2019-12
  4. 国家自然科学基金（面上）：高温气冷堆球形燃料元件三维CT无损检测的伪像校正及统计评价方法研究，2016-01 -- 2019-12
  5. 国家自然科学基金（面上）：前列腺DCE-MRI数据分析中主动脉输入函数的盲源分离算法研究，2018-01 -- 2021-12
  6. 北京自然科学基金（面上）：基于深度学习投影合成的放疗加速器机载锥束CT低剂量成像方法研究，2021-3 -- 2023-12

教学工作

  1. 本科生课程：《信号与系统》（秋季学期，2015-2021全英文课程；2022- 中文课程）
  2. 本科生课程：《数字图像处理基础》
  3. 本科生课程：《信号与信息处理综合专题》（合开课程，暑期小学期）
  4. 研究生课程：《模式识别》（春季学期）
  5. 博士生课程：《成像理论与算法分析》（春季学期）

论文/期刊

  1. Y Peng, Y Jiang, C Yang, J Bancroft Brown, T Antic, I Sethi, C Schmid-Tannwald, ML Giger, S Eggener, A Oto. Quantitative analysis of multi-parametric prostate MR images: Differentiation between prostate cancer and normal tissue and correlation with Gleason score-a CAD development study. Radiology (0033-8419). 267(3):787–796, 2013.  (IF 6.214,  WOS:000319445400015)
  2. FN Soylu, Y Peng, Y Jiang, A Oto. Seminal vesicle invasion in prostate cancer: Evaluation by using multi-parametric endorectal MR imaging. Radiology (0033-8419) 267(3):797–806, 2013.  (IF 6.214, WOS:000319445400016)
  3. I Karademir, D Shen, Y Peng, S Liao, Y Jiang, A Yousuf, G Karczmar, S Sammet, S Wang, M Medved, T Antic, S Eggener, A Oto. Prostate volumes derived from MRI and volume-adjusted serum prostate-specific antigen: Correlation with Gleason score of prostate cancer. American Journal of Roentgenology (AJR) 201(5):1041–1048, 2013.  (IF 2.744, WOS:000326097900037)
  4. B Hansford, I Karademir, Y Peng, Y Jiang, G Karczmar, S Thomas, A Yousuf, T Antic, S Eggener, A Oto. Dynamic contrast-enhanced MR imaging features of the normal central zone of the prostate. Academic Radiology (ISSN 1076-6332) 21(5):569–577, 2014.  (IF 1.751, WOS:000334559200003)
  5. Liarski VM, Kaverina N, Chang A, Brandt D, Yanez D, Talasnik L, Carlesso G, Herbst R, Utset TO, Labno C, Peng Y, Jiang Y, Giger ML, Clark MR.  Cell distance mapping identifies functional T follicular helper cells in inflamed human renal tissue.  Science Translation Medicine (ISSN 1946-6234) 6(230):230ra46, 2014.  (IF 15.843, WOS:000333905000004)
  6. B Hansford, Y Peng, Y Jiang, H Al-Ahmadie, S Eggener, A Yousuf, A Oto. Revisiting the central gland anatomy via MR imaging: Does the central gland extend below the level of verumontanum?  Journal of Magnetic Resonance Imaging (JMRI) (ISSN 1053-1807) 39(1):167–171, 2014.  (IF 3.210, WOS:000328185400020)
  7. S Wang, Y Peng, M Medved, AN Yousuf, MK Ivancevic, I Karademir, Y Jiang, T Antic, S Sammet, A Oto, GS Karczmar. Hybrid multidimensional T2 and diffusion-weighted MRI for prostate cancer detection.  Journal of Magnetic Resonance Imaging (JMRI) (1053-1807) 39(4):781–788, 2014  (IF 3.210, WOS:000333038300003)
  8. Y Peng, Y Jiang, T Antic, I Sethi, C Schmid-Tannwald, S Eggener, A Oto. Apparent diffusion coefficient for prostate cancer imaging: impact of b values.  American Journal of Roentgenology (AJR) (ISSN 0361-803X) 202(3):W247–W253, 2014.  (IF 2.731, WOS:000332510900009)
  9. Y Peng, Y Jiang, T Antic, I Sethi, C Schmid-Tannwald, ML Giger, S Eggener, A Oto. Validation of quantitative analysis of multiparametric prostate MR images for prostate cancer detection and aggressiveness assessment: A cross-imager study. Radiology (0033-8419) 271(2):461–471, 2014.  (IF 6.867, WOS:000335153000018)
  10. M Sadinski, M Medved, I Karademir, S Wang, Y Peng, Y Jiang, S Sammet, G Karczmar, A Oto. Short-term reproducibility of apparent diffusion coefficient estimated from diffusion-weighted MRI of the prostate. Abdominal Imaging (0942-8925) 40(7):2523–2528, 2015. (IF 1.630, WOS:000361835700046)
  11. BG Hansford, Y Peng, Y Jiang, MW Vannier, T Antic, S Thomas, S McCann, A Oto. Dynamic contrast-enhanced MR imaging curve-type analysis: Is it helpful in the differentiation of prostate cancer from healthy peripheral zone? Radiology 275(2):448–57, 2015.  (IF 6.867, WOS:000355987700017)
  12. Y Peng, D Shen, S Liao, B Turkbey, S Rais-Bahrami, B Wood, I Karademia, T Antic, A Yousef, Y Jiang, PA Pinto, PL Choyke, A Oto. MRI-based prostate volume-adjusted prostate-specific antigen in the diagnosis of prostate cancer. Journal of Magnetic Resonance Imaging (JMRI) (1053-1807) 42(6):1733–1739, 2015  (IF 2.788, WOS:000368258100030)
  13. K Ibrahim, E Ward, Y Peng, L Wise, C Buckle, R Kunnavakkam, and A Oto. Measurements of Hepatic Metastasis on MR imaging: Assessment of Interobserver and Intersequence Variability.   Academic Radiology (ISSN 1076-6332) 23(2):132–143, 2016 (WOS:000368470900002)
  14. S Guneyli, E Ward, S Thomas, AN Yousuf, I Trilisky, Y Peng, T Antic, and A Oto. Magnetic resonance imaging of benign prostatic hyperplasia. Diagnostic and Interventional Radiology (ISSN 1305-3825) 22(3):215-219, 2015 (IF 1.436 WOS:000376590400003)
  15. M Sadinski, G Karczmar, Y Peng, S Wang, Y Jiang, M Medved, and A Oto. Pilot Study of the Use of Hybrid Multidimensional T2-Weighted Imaging–DWI for the Diagnosis of Prostate Cancer and Evaluation of Gleason Score. AJR. American Journal of Roentgenology (ISSN 0361-803X) 207(3):592–598 2016 (WOS:000383980200022 doi:10.2214/AJR.15.15626)
  16. Kichul Ko, Jianing Wang, Stuart Perper, Yulei Jiang, Denisse Yanez, Natalya Kaverina, Junting Ai, Vladimir M. Liarski, Anthony Chang, Yahui Peng, Li Lan, Susan Westmoreland, Lisa Olson, Maryellen L. Giger, Li Chun Wang, and Marcus R. Clark. BCL-2 as a Therapeutic Target in Human Tubulointerstitial Inflammation.  Arthritis & Rheumatology (ISSN 2326-5191) 68(11):2740-2751, 2016. (IF 7.764 doi:10.1002/art.39744)
  17. Y Li, H Chen, X Wei, Y Peng, L Cheng. Mass classification in mammograms based on two-concentric masks and discriminating texton. Pattern Recognition, 60:648-656. 2016.
  18. H Chen, Y Li, Y Peng. Survey of multi-view matching in mammogram. Journal of Data Acquisition & Processing, 31(5):845-855. 2016. (in Chinese)
  19. E Ward, M Baak, Y Peng, T Antic, AN Yousuf, and A Oto. Multi-parametric MR Imaging of the Anterior Fibromuscular Stroma and its Differentiation from Prostate Cancer. Abdominal Imaging (ISSN 0942-8925) 2017:926-934.
  20. S Guneyli, E Ward, Y Peng, A Yousuf, I Trilisky, T Antic, A Oto. MRI evaluation of benign prostatic hyperplasia: Correlation with international prostate symptom score. J Magn Reson Imaging. 45(3):917-925, 2017.
  21. Q Wan, Y Deng, J Zhou, Y Yu, Y Bao, Q Lei, H Chen, Y Peng, Y Mei, Q Zeng, X Li. Intravoxel incoherent motion diffusion-weighted MR imaging in assessing and characterizing solitary pulmonary lesions. Scientific Reports, 2017, 7:43257.
  22. L Zhu, X Xiang, Y Du, G Yu, Z Li, Y Peng, X Wang. Uniformity Assessment of TRISO Fuel Particle Distribution in Spherical HTGR Fuel Element Using Voronoi Tessellation and Delaunay Triangulation. Science and Technology of Nuclear Installations. vol. 2018, Article ID 7274261, 2018.
  23. Z Jiang, Z Yu, S Feng, Z Huang, Y Peng, J Guo, Q Ren, Y Lu. A super-resolution method-based pipeline for fundus fluorescein angiography imaging. Biomedical Engineering Online, 17:125, 2018.
  24. W Lv, H Chen, Y Peng, Y Li, J Li. An atlas-based multimodal registration method for 2D images with discrepancy structures. Medical & Biological Engineering & Computing, 56(11):2151-2161, 2018.
  25. P Zhou, H Chen, Z Yu, Y Peng, Y Li, F Yang. Review of cross-modality medical image prediction. Acta Electronica Sinica (in Chinese). 47(1), 220-226, 2019.
  26. Y Peng, X Cao, H Chen, Y Li, J Li, X Wang. Preliminary study on noise and artifact reduction in phase-contrast CT image of tristructural-isotropic coated fuel particle. Acta Electronica Sinica (in Chinese), 47(2):448-453, 2019.
  27. L Zhu, X Xiang, Y Peng, X Wang. Three-Dimensional Measurement of TRISO Coated Particle Using Micro Computed Tomography. Science and Technology of Nuclear Installations. 2019:2908538, 2019.

专著/译著

专利

  1. 彭亚辉; 姜旺俊; 朱中杰; 杨浩雷; 曹旭阳; 陈后金; 一种基于几何放大原理和单目计算机视觉的接触网几何参数测量方法, 2020-1-10, 中国, ZL201810182553.1
  2. 彭亚辉; 张翀; 郑宾; 尹佳璐; 曹旭阳; 陈后金; 利用比例因子和帧差测量接触网几何参数的方法及装置, 2019-6-21, 中国, ZL201710464403.5

软件著作权

获奖与荣誉

社会兼职