报告题目:穿戴式心电监测应用的关键技术
内容简介:
Real-time, long-term wearable ECG monitoring is essential for early detecting the cardiovascular diseases and other health risks. This talk presents four important aspects about wearable ECG study, and summarizes the technology challenges exist in each aspect. For hardware, the challenge mainly comes from the textile sensor design and ergonomic design for comfort measurement. Challenges from algorithm aspect include: real-time signal quality assessment, robust&accurate feature detection and big-data&AI-based disease detection model development. High-quality clinical data are also needed, which plays an essential role in training reliable and generalizable models. Herein, the open-access and carefully labeled databases will be starved. Finally, the efficient clinical application is also important, which refers to the specially designed clinical study with the close cooperation with doctors.
个人简介:
刘澄玉,男,博士,东南大学教授,博士生导师,“东大-联想”穿戴式心脏-睡眠-情绪智能监控联合实验室主任。国际医学生物工程联合会期刊委员会委员(2015-2018,亚洲区域代表),全球生理测量挑战赛PhysioNet/CinC组委会委员(2015-2017),中国生理信号挑战赛主席(2018),中国生物医学工程学会青年工作委员会委员,JMMB、JMIHI期刊副主编,PMEA、JHE、CMMM等期刊客座主编/编辑,PMEA期刊国际咨询委员会委员,世界心脏计算学大会学术委员会委员(2016-2018),ICBEB 2018、BIBE 2018/2019会议主席/共同主席。2010年于山东大学生物医学工程专业博士毕业,毕业后先后在山东大学、英国Newcastle大学和美国Emory大学进行博士后研究。近年来在移动医疗与智能监护、医学大数据信息处理、心脑血管疾病早期检测、睡眠与情绪压力状态评估等方向进行了系统的研究工作,作为负责人主持国家自然科学基金等课题10余项;发表学术论文150余篇,其中SCI期刊论文70余篇;撰写学术著作Chapter 8章;申请和授权中国发明专利和PCT国际发明专利17项;2017年获得联想全球遴选唯一“青年科学家”称号,2017年获得MIT PhysioNet世界生理测量挑战赛“杰出贡献奖”,2016年获得山东省技术发明二等奖(第3位)。近年来与联想集团共同研发了穿戴式12导、3导智能心电衣设备,新华日报、科技日报、中国科学报等媒体进行了专题报道。