杨晨熙
副教授 硕士生导师、博士生导师
电话: 电子邮箱:chenxiyang@seu.edu.cn
办公地址:交通楼213 邮编:210096
  • 基本信息
  • 教学工作
  • 科研成果
  • 荣誉奖励
  • 学术兼职
  • 招生情况
教育经历

(1) 2015-8至2020-5, 史蒂文斯理工学院, 电子工程, 博士, 导师: Negar Tavassolian

(2) 2013-8至2015-5, 史蒂文斯理工学院, 电子工程, 硕士, 导师: Negar Tavassolian

(3) 2009-9至2013-6, 东南大学, 测控技术与仪器, 学士

工作经历

(1) 2020-8至今,东南大学仪器科学与工程学院专任教师 副教授

科研方向
  • 穿戴式生命体征检测系统

  • 非接触式生命体征检测系统

联系方式
办公电话:
邮箱:chenxiyang@seu.edu.cn
办公地址:交通楼213

讲授课程:


误差理论与数据处理(全英文)2021-2022学年第三学期
机器学习2022-2023学年第三学期
机器学习2023-2024学年第二学期


筹备课程:


负责《误差虚拟现实仿真》筹备。


教学改革项目:


校级教改课题:

青年一般项目:《仪器学科背景下智能感知专业机器学习课程建设的研究与实践》

主持项目:

(1) 中国科协青年托举项目 2023-2025

(2) 国家自然科学基金青年项目 2022-2024

(3) 江苏省基础研究计划(自然科学基金)青年基金项目 2021-2023

(4) 江苏省重点研发计划竞争项目(合作单位负责人) 2022-2024

(5) XX穿戴式生命体征监测装置 技术装备横向项目 2023-2024

(6) 技术装备横向项目 2023-2024

(7) 教育部春晖计划国际合作项目 2023-2025


代表性论著(5篇):

(1) Yang, Chenxi; Aranoff, Nicole D; Green, Philip; Tavassolian, Negar*; Classification of Aortic Stenosis Using Time-Frequency Features From Chest Cardio-Mechanical Signals. , IEEE Transactions on Biomedical Engineering, 2020, 67(6): 1672-1683. (期刊论文)

(2) Yang, Chenxi; Tavassolian, Negar*; Combined Seismo- and Gyro-Cardiography: A More Comprehensive Evaluation of Heart-Induced Chest Vibrations. , IEEE J Biomed Health Inform, 2018, 22(5): 1466-1475. (期刊论文,封面论文)

 


(3) Yang, Chenxi; Tavassolian, Negar; An Independent Component Analysis Approach to Motion Noise Cancelation of Cardio-Mechanical Signals. , IEEE Transactions on Biomedical Engineering, 2019, 66(3): 784-793. (期刊论文)

(4) Yang, Chenxi; Tavassolian, Negar*; Pulse transit time measurement using seismocardiogram, photoplethysmogram, and acoustic recordings: Evaluation and comparison , IEEE Journal of Biomedical and Health Informatics, 2017, 22(3):733. (期刊论文)

(5) Yang, Chenxi; Tang, Sunli; Tavassolian, Negar*; Utilizing gyroscopes towards the automatic annotation of seismocardiograms , IEEE Sensors Journal, 2017, 17(7): 2129. (期刊论文)

Google Scholar:https://scholar.google.com/citations?user=-jgoZqsAAAAJ&hl=en

Research Gate:https://www.researchgate.net/profile/Chenxi-Yang-17




近五年期刊论文(时间顺序):

2021

  1. Yang C, Fan F, Aranoff N, et al. An Open-Access Database for the Evaluation of Cardio-Mechanical Signals From Patients With Valvular Heart Diseases. Front Physiol. 2021;12:750221. Published 2021 Sep 30. doi:10.3389/fphys.2021.750221

2020

  1. Yang Chenxi, Ojha Banish D, Aranoff Nicole D, Green Philip, Tavassolian Negar. Classification of aortic stenosis using conventional machine learning and deep learning methods based on multi-dimensional cardio-mechanical signals[J]. Scientific Reports, 2020,10(1):17521.

  2. Nosrati Mehrdad, Yang Chenxi, Liu Xiaofan, Tavassolian Negar. Wideband circularly polarized, slot antenna array loaded with metasurface[J]. Microwave and Optical Technology Letters, 2020,62(9):2976-2988.

  3. Yang Chenxi, Aranoff Nicole D., Green Philip, Tavassolian Negar. Classification of Aortic Stenosis Using Time-Frequency Features from Chest Cardio-Mechanical Signals [J]. IEEE Transactions on Biomedical Engineering, 2020,67(6):1672-1683. 

2019

  1. Yang Chenxi, Tavassolian Negar, Haddad Wassim M, Bailey James, Gholami Behnood. A Fast Parameter Identification Framework for Personalized Pharmacokinetics[J]. Scientific Reports, 2019,9(1):14110-14143.

  2. Yang Chenxi, Tavassolian Negar. An Independent Component Analysis Approach to Motion Noise Cancelation of Cardio-Mechanical Signals[J]. IEEE Transactions on Biomedical Engineering, 2019,66(3):784-793.(SCI)

  3. Yang Chenxi, Antoine Clarel, Young Bruce K, Tavassolian Negar. A Pilot Study on Fetal Heart Rate Extraction from Wearable Abdominal Inertial Sensors[J]. IEEE Sensors Journal, 2019,19(22):10773-10781.

  4. Yang Chenxi, Dong Yudi, Chen Yingying, Tavassolian Negar. A Smartphone-Only Pulse Transit Time Monitor Based on Cardio-Mechanical and Photoplethysmography Modalities[J]. IEEE Transactions on Biomedical Circuits and Systems, 2019,13(6):1462-1470.

2018

  1. Yang Chenxi, Tavassolian Negar. Pulse Transit Time Measurement Using Seismocardiogram, Photoplethysmogram, and Acoustic Recordings: Evaluation and Comparison[J]. IEEE Journal of Biomedical and Health Informatics, 2018,22(3):733-740.

  2. Yang Chenxi, Tavassolian Negar. Combined Seismo- and Gyro-Cardiography: A More Comprehensive Evaluation of Heart-Induced Chest Vibrations[J]. IEEE Journal of Biomedical and Health Informatics, 2018,22(5):1466-1475.

2017

  1. Yang Chenxi, Tang Sunli, Tavassolian Negar. Utilizing Gyroscopes Towards the Automatic Annotation of Seismocardiograms[J]. IEEE Sensors Journal, 2017,17(7):2129-2136.



  • 入选中国科协第八届“青年人才托举工程”,2022;

  • 中国产学研合作促进会产学研合作优秀奖,2022;

  • 杨晨熙,东南大学至善青年学者,校级奖励,2021;

  • 杨晨熙,东南大学紫金青年学者,校级奖励,2020;

  • Yang Chenxi, Outstanding Ph.D. Dissertation Award in Electrical Engineering, Stevens Institute of Technology, 校级奖励,2020;

  • Yang Chenxi, NSF-EMBS Awards For Young Professionals Contributing to Smart and Connected Health, NSF and IEEE EMBS,国际组织奖励,2016;

  • Yang Chenxi, IEEE CAS Travel Grant, IEEE CAS,国际组织奖励,2016;

  • Yang Chenxi, Edwin Peskin Award for outstanding master thesis in electrical engineering, Stevens Institute of Technology, 校级奖励,2015.


学术组织:

中国生物医学工程学会健康工程分会第四届委员会委员(2023-2027)

江苏省研究型医院学会智能诊疗专业委员会委员

南京欧美同学会生物医药专业委员会委员

中国生物医学工程学会会员

中国人工智能学会会员

IEEE EMBS会员

IEEE CAS会员


期刊审稿:

Medical Engineering and Physics 首席客座编辑 (Guest Editor)

Frontiers in Physiology 审稿编辑(Review Editor)

IEEE Sensors Journal,IEEE Journal of Biomedical and Health Informatics,MPDI Sensors,IEEE Transactions on Neural Systems & Rehabilitation Engineering,IEEE Transactions on Circuits and Systems,Biomedical Signal Processing and Control等期刊审稿人

研究生:


2022年:无锡校区:硕士1人(姚炎坤)。

2023年:四牌楼校区:硕士1人(已满)。无锡校区:硕士2人(已满)。


本科毕业设计:


2022:徐成龙

2023:何子飞


本科SRTP: