团队成员

 

许夏瑜

副教授

联系方式

通讯地址:生命科学与技术学院 

                  西安交通大学

                  西安市咸宁西路28号

邮      编:710049

电       话:+86(29)82667486

电子邮箱:xiayuxu@xjtu.edu.cn

招生信息

本课题组主要从事生物医学工程、计算机辅助的疾病诊断/筛查/监测等交叉学科研究。招收对人工智能和机器视觉在生物医学领域的应用感兴趣的硕士生和博士生。我们不仅注重科学研究的前沿性、原创性、应用性,同时更关注学生研究能力的培养,以及学生未来的职业发展!欢迎有志学子报考!

友情链接
类别/站点
REVEAL Database
站点计数器
个人简介

许夏瑜,博士,西安交通大学生命科学与技术学院副教授。本人长期致力于基于人工智能技术的医学图像分析,具体研究课题包括基于眼底图像的糖尿病视网膜病变早期筛查、基于三维OCT图像的眼底增龄性黄斑病变的诊断、基于便携眼底照相机和智能手机的眼底病变早筛、基于SWI图像的新生儿缺氧缺血性脑病定量研究等。共发表SCI论文16篇,文章引用次数超过400次,其中第一作者单篇(IEEE Trans. on Medical Imaging, 30(6): 1184-91, 2011)最高引用超过100次,具有国际专利4项,并担任IEEE Trans. on Medical Imaging, IEEE Trans. on Biomedical Engineering, MICCAI,IOVS 等本领域重要期刊和会议的审稿人。

教育经历

06/2010-05/2012 博士 University of Iowa,生物医学工程 

08/2008-05/2010 硕士 University of Iowa,生物医学工程

09/2004-07/2008 本科 西安交通大学 生物医学工程 

工作经历

07/2016-至今       副教授 西安交通大学 生命科学与技术学院

08/2013-07/2016 讲    师 西安交通大学 生命科学与技术学院

06/2012-06/2013 博士后 爱荷华医学影像研究中心(Iowa Institute of Biomedical Imaging)

研究成果

  • Xiayu Xu, Xuemin Wang, Jie Hu, Yang Gong, Lin Wang, Wan Zhou, XiuJun Li, Feng Xu, “A smartphone-based on-site nucleic acid testing platform at point-of-care settings”, Electrophoresis, 108, (December 4, 2018)
  • Dongsheng Jiang, Weiqiang Dou, Luc Vosters, Xiayu Xu, Yue Sun, Tao Tan, “Denoising of 3D magnetic resonance images with multichannel”, Japanese Journal of Radiology, 36(9):566-574 (September 2018),  https://doi.org/10.1007/s11604-018-0758-8
  • Xiayu Xu, Rendong Wang, Peilin Lv, Bin Gao, Chan Li, Zhiqiang Tian, Tao Tan, Feng Xu, “Simultaneous arteriole and venule segmentation with domain-specific loss function on a new public database,” Biomedical Optics Express, 9(7):1-14, 2018
  • Huiqin Lu, Enhui Yi, Yan Suo, Cheng Chen, Xiayu Xu, Wenxiang Ding, Xiaojuan Fan, Jianqin Lei, “Evaluating macular superficial capillaries and larger vessels separately from optical coherence tomographic angiography en face images on healthy and diabetic eyes,” Investigative Ophthalmology &Visual Science, 59(5):1937-1943, 2017
  • 李聪慧,曹若凡,许夏瑜,李菲,张镇西,徐峰,无透镜显微成像技术在即时检测中的应用进展,中国激光,2017
  • Xiayu Xu, Wenxiang Ding, Michael D. Abramoff, and Ruofan Cao, “An improved arteriovenous classification method for the early diagnostics of various diseases in retinal image,” Computer Methods and Programs in Biomedicine, 141: 3-9, 2017
  • Xiayu Xu, Wenxiang Ding, Xuemin Wang, Ruofan Cao, Maiye Zhang, Peilin Lv, and Feng Xu, “Smartphone-Based Accurate Analysis of Retinal Vasculature towards Point-of-Care Diagnostics,” Scientific Reports, October, 2016
  • Xiayu Xu, Kyungmoo Lee, Li Zhang, Milan Sonka, and Michael D. Abràmoff, “Stratified Sampling Voxel Classification for Segmentation of Intraretinal and Subretinal Fluid in Longitudinal Clinical OCT Data,” IEEE Trans. on Medical Imaging, 34(7): 1616-23, 2015
  • Xiayu Xu, Altug Akay, Huilin Wei, Shuqi Wang, Belinda Pingguan-Murphy, Björn-Erik Erlandsson, XiuJun Li, WonGu Lee, Jie Hu, Lin Wang, Feng Xu, “Advances in Smartphone-Based Point-of-Care Diagnostics,” Proceedings of the IEEE, 103(2): 236-247, 2015
  • Xiayu Xu, Joseph M. Reinhardt, Qiao Hu, Benjamin Bakall, Paul S. Tlucek, Geir Bertelsen, and Michael D. Abràmoff, “Retinal Vessel Width Measurement at Branchings using An Improved Electric Field Theory-Based Graph Approach,” PLoS ONE, 7(11): e49668, 2012
  • Xiayu Xu, Meindert Niemeijer, Qi Song, Milan Sonka, Mona K. Garvin, Joseph M. Reinhardt, Michael D. Abràmoff, “Vessel Boundary Delineation on Fundus Images using Graph-Based Approach,” IEEE Trans. on Medical Imaging, 30(6): 1184-91, 2011
  • Meindert Niemeijer, Xiayu Xu, Alina V. Dumitrescu, Priya Gupta, Bram van Ginneken, James C. Folk, Michael D. Abràmoff, “Automated Measurement of the Arteriolar-to-Venular Width Ratio in Digital Color Fundus Photographs,” IEEE Trans. on Medical Imaging, 30(11): 1941-50, 2011