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生命科学与技术学院   导师代码： 20268 导师姓名： 丁晓蓉 性    别： 女 特    称： 职    称： 副研究员 学    位： 工学博士学位 属    性： 专职 电子邮件： xiaorong.ding@uestc.edu.cn 学术经历：   教育及工作经历： 2020.01- 特聘副研究员，电子科技大学，生命科学与技术学院 2017.12-2020.07 博士后，牛津大学（University of Oxford），工程科学学院（Department of Engineering Science），健康信息学实验室（Computational Health Informatics） 2016.09-2017.11 博士后，香港中文大学，电子工程系 2013.08-2016.07 博士，香港中文大学，电子工程系，生物医学工程专业 2015.08-2015-12 访问学者，苏黎世联邦理工大学（ETH Zurich），健康科学与技术学院（Department of Health Sciences and Technology），移动健康系统实验室（Mobile Health Systems Lab） 2013.05-2013.07 研究助理，中科院深圳先进研究院，健康信息学重点实验室 2012.07-2013.04 助理工程师，华为技术有限公司，华为全球技术服务部 2009.09-2012.07 硕士，重庆大学，生物工程学院，生物医学工程专业 2005.10-2009.07 学士，重庆大学，生物工程学院，生物医学工程专业 个人简介：   分别于2009年、2012年于重庆大学获得生物医学工程专业学士及硕士学位，在华为技术有限公司工作一年后，于2016年获得香港中文大学生物医学工程专业博士学位，博士期间访学苏黎世联邦理工大学半年，之后相继在香港中文大学及牛津大学进行博士后研究工作。在国内外生物医学工程领域期刊和国际性学术会议上发表论文35篇，其中SCI、EI收录33篇，第一作者15篇，参与著作章节2篇，英美发明专利4项，技术转让协议1项。曾获得香港博士研究生奖学金、香港医疗及保健器材行业协会学生研究奖、重庆大学及重庆市优秀硕士学位论文奖等。担任Physiological Measurement期刊国际编委会成员及IEEE Reviews in Biomedical Engineering, IEEE Transactions in Biomedical Engineering, Journal of Biomedical Health Informatics等多个期刊审稿人，为2018年戈登研究会议(先进健康信息学)青年学者研讨会主席。主要研究方向包括生物医学信号检测及处理、可穿戴医疗设备、人工智能在临床上的应用等。 科研项目：   （1）无袖带连续血压估测模型不确定性量化研究，自然科学基金青年项目，2022.01-2024.12，主持，24万元 （2）基于因果模型的可穿戴无袖带连续血压测量理论及方法研究，四川省科技厅国际科技穿心合作/港澳台科技创新合作重点项目，2021.04-2023.09，主持，30万 （3）考虑认知和随机不确定性的无袖带连续血压估测理论及方法研究，电子科技大学、四川省人民医院“医工交叉联合基金”一般项目，2021.06-2023.06，主持，30万 研究成果：   部分发表如下： 1. Q. Zhan, W. Wang*, X. Ding*. Examination of Potential of Thermopile-Based Contactless Respiratory Gating, Sensors, 21(16), 2021, DOI10.3390/s21165525 2. X. Ding, D. Clifton, N. Ji, N. Lovell, P. Bonato, W. Chen, X. Yu, Z. Xue, T. Xiang, X. Long, K. Xu, X. Jiang, Q. Wang, B. Yin, G. Feng, Y. Zhang. Wearable Sensing and Telehealth Technology with Potential Applications in the Coronavirus Pandemic, IEEE Reviews in Biomedical Engineering, 14, 48-70, 2021 3. X. Ding, B. Yan, W. Karlen, Y. Zhang, N. Zhao, and H. Tsang. Pulse Transit Time Based Respiratory Rate Estimation with Singular Spectrum Analysis. Medical & Biological Engineering & Computing, 58(2), 257 – 266, 2020 4. X. Ding, and Y. Zhang, Invited Review “Pulse Transit Time Technique for Cuffless Unobtrusive Blood Pressure Measurement: From Theory to Algorithm", Biomedical Engineering Letters, 9(1):37-52, 2019 5. X. Ding, B. Yan, Y. Zhang, J. Liu, N. Zhao, and H. Tsang. Pulse Transit Time Based Continuous Cuffless Blood Pressure Estimation: A New Extension and A Comprehensive Evaluation, Scientific Reports, 7:11554, 2017 6. X. Ding, N. Zhao, G. Yang, R. Pettigrew, B. Lo, F. Miao, Y. Li, J. Liu, and Y. Zhang. Continuous Blood Pressure Measurement from Invasive to Unobtrusive: Celebration of 200th Birth Anniversary of Carl Ludwig", Journal of Biomedical and Health Informatics, 20(6), 1455-1465, 2017 7. X. Ding, Y. Zhang, J. Liu, W. Dai, and H. Tsang, Continuous Cuffless Blood Pressure Estimation Using Pulse Transit Time and Photoplethysmogram Intensity Ratio", IEEE Transactions on Biomedical Engineering, 63(5), 964-972, 2016 8. X. Ding, Y. Zhang, and H. Tsang. Impact of Heart Disease and Calibration Interval on Accuracy of Pulse Transit Time Based Blood Pressure Estimation, Physiological Measurement, 37(2), 227-237, 2016 9. Y. Zheng, X. Ding, C. Poon, B. Lo, H. Zhang, X. Zhou, G. Yang, N. Zhao, and Y. Zhang, \Unobtrusive Sensing and Wearable Devices for Health Informatics. IEEE Transactions on Biomedical Engineering, 61(5), 1538-1554, 2014 10. X. Guo, X. Ding, M. Lei, M. Xie, L. Zhong, and S. Xiao. Non-invasive Monitoring and Evaluating Cardiac Function of Pregnant Women Based on a Relative Value Method", Acta Physiologica Hungarica, 99(4), 382-391, 2012 11. P. Su, X. Ding, Y. Zhang, J. Liu, F. Miao, and N. Zhao, "Long-term Blood Pressure Prediction with Deep Recurrent Neural Networks", Proc. of the International Conference on Biomedical and Health Informatics (BHI 2018), Las Vegas, pp. 323-328, 2018 12. X. Ding, B. Yan, Y. Zhang, J. Liu, P. Su, and N. Zhao, "Coherence Analysis of Invasive Blood Pressure and Its Noninvasive Indicators for Improvement of Cuffless Measurement Accuracy", Proc. 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2017), Jeju Island, South Korea (Poster), 2017 13. X. Ding, Y. Zhang, H. Tsang, and W. Karlen, "A Pulse Transit Time Based Fusion Method for the Noninvasive and Continuous Monitoring of Respiratory Rate", Proc. 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2016), Orlando, USA (Poster), 2016 14. X. Ding, Y. Zhang, and H. Tsang, "A New Modeling Methodology for Continuous Cuffless Blood Pressure Measurement", Proc. of the International Conference on Biomedical and Health Informatics (BHI 2016), Las Vegas, USA (Oral), 2016 15. X. Ding, J. Liu, W. Dai, P. Carvalho, R. Magjarevic, and Y. Zhang, "An Attempt to Define the Pulse Transit Time", Proc. of the International Conference on Biomedical and Health Informatics (ICBHI 2015), Haikou, China (Poster), 2015 16. X. Ding, W. Dai, N. Luo, J. Liu, N. Zhao, and Y. Zhang, "A Flexible Tonoarteriography Based Body Sensor Network for the Cuffless Measurement of Arterial Blood Pressure", Proc. of 12th Annual Body Sensor Networks Conference (BSN 2015), MIT, Cambridge, USA (Poster), 2015 17. X. Ding, and Y. Zhang, "Photoplethysmogram Intensity Ratio: A Potential Indicator for Improving the Accuracy of PTT-Based Cuffless Blood Pressure Estimation", Proc. of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2015). Milan, Italy (Oral), 2015 18. X. Ding, J. Liu, N. Zhao, and Y. Zhang, "Cardiovascular Health Informatics: Wearable Medical Device and Flexible Biosensor for m-Health", IEEE Life Science Newsletter, Mar 2014 最新及全部研究成果请参见Google Scholar: https://scholar.google.com/citations?hl=en&user=k5B6sPIAAAAJ 专业研究方向： 专业名称 研究方向 招生类别 083100生物医学工程 03生物医学信号与信息处理，04医学信息技术，05智能化医学仪器（CT、超声、磁共振、神经电生理仪等），08电子科技大学-加拿大麦吉尔大学生物医学工程-神经科学双硕士教育项目 硕士学术学位