Faculty

Rong TAO

Biography

In 2008, Tao Rong obtained her bachelor's degree from the School of Bioscience and Medical Engineering of Southeast University. In 2015, she received an honorary doctorate from the University of Kansas School of Bioengineering. During her PhD, she received Strobel Fellowship and worked as a research assistant at the Hoglund Brain Imaging Center of Kansas University Hospital. Since 2016, she had held a postdoctoral position at the Center for Excellence in Superconductivity in the Institute of Microsystems and Information Technology, Chinese Academy of Sciences. Tao has been a senior algorithm engineer in the medical imaging team of PingAn Technology (Shenzhen) Co., Ltd. since 2018. She joined the Shanghai Jiao Tong University Medical Robot Research Institute in 2020.

Education background

i.e.

2004-2008 Bachelor - Southeast University

2008-2015 Ph.D. – The University of Kansas 

Work Experience

2016-2018, Postdoc, Center for Excellence in Superconductivity in the Institute of Microsystems and Information Technology, Chinese Academy of Sciences

2018-2020, Senior engineer, Medical imaging team, PingAn Technology (Shenzhen) Co., Ltd.

2020-now, Research staff, School of Biomedical Engineering , Shanghai Jiao Tong University

Areas of Research Interests

Medical imaging, surgical navigation, deep learning

Boards, Advisory Committees, Professional Organizations
Selected Publications

(1) Tao Rong; Zhang Shulin*; Huang Xiao; Tao Minfang; Ma Jian; Ma Shixin; Zhang Chaoxiang; Zhang Tongxin; Tang Fakuan; Lu Jianping; Shen Chenxing; Xie Xiaoming; Magnetocardiography-Based Ischemic Heart Disease Detection and Localization Using Machine Learning Methods, IEEE Transactions on Biomedical Engineering, 2019, 66(6): 1658-1667.

(2) Tao, R.; Popescu, E. A.; Drake, W. B.; Popescu, M.*; Cardiac Vectors in the Healthy Human Fetus: Developmental Changes Assessed by Magnetocardiography and Realistic Approximations of the Volume Conductor, Physiological Measurement, 2013, 34(5): 527-540.

(3) Tao, Rong; Popescu, Elena-Anda; Drake, William B.; Jackson, David N.; Popescu, Mihai*; The Effect of Volume Conductor Modeling on the Estimation of Cardiac Vectors in Fetal Magnetocardiography, Physiological Measurement, 2012 , 33(4): 651-665.

(4) Rong Tao#*; Shangliang Xu#; Haiping Wu#; Cheng Zhang; Chuanfeng Lv; Automated Spinal Curvature Assessment from X-Ray Images Using Landmarks EstimationNetwork via Rotation Proposals, Computational Methods and Clinical Applicationsfor Spine Imaging. 6th International Workshop and Challenge, CSI 2019. Proceedings. Lecture Notes in Computer Science 

Patents

(1) Tao, Rong; Wu, Haiping; Lv, Chuanfeng; ARTIFICIAL INTELLIGENCE-BASED SPINE IMAGE PROCESSING METHOD AND RELATED DEVICE, 2019-11-13, WIPO, PCT/CN2019/117948.

(2) Wu, Haiping; Lv, Chuanfeng; Tao, Rong; AI IMAGE RECOGNITION METHOD, APPARATUS AND DEVICE, AND STORAGE MEDIUM, 2019-11-12, WIPO, PCT/CN2019/117571.

(3) 吴海萍; 吕传峰; 陶蓉; AI影像识别方法、装置、设备及存储介质, 2019-7-19, 中国, 201910664161.3.

(4) 陶蓉; 吴海萍; 吕传峰; 基于人工智能的脊柱影像处理方法及相关设备, 2019-8-1, 中国, 201910706559.9.

(5) 毋戈; 陶蓉; 吴海萍; 吕传峰; 椎间盘截面图像构建方法、装置、计算机设备及存储介质, 2019-10-29, 中国, 201911040239.0.

(6) 吴海萍; 陶蓉; 徐尚良; 张芮溟; 周鑫; 样本类别识别方法、装置、计算机设备及存储介质, 2020-7-28, 中国, 202010738650.1.

(7) 吴海萍; 陶蓉; 徐尚良; 毋戈; 吕传峰; 脊柱弯曲角度测量方法、装置、计算机设备及存储介质, 2020-6-8, 中国, 202010514042.2.

(8) 陶蓉; 张树林; 张朝祥; 谢晓明; 基于机器学习的心肌缺血预诊方法、存储介质及电子设备, 2018-2-1, 中国, 201810100231.8.

(9) 陶蓉; 张树林; 张朝祥; 谢晓明; 潜在患者的早期预诊方法/系统、计算机可读存储介质及设备, 2018-1-11, 中国, 201810026402.7 .