Non-Contact Heartbeat Detection Based on Ballistocardiogram Using UNet and Bidirectional Long Short-Term Memory-Reference-Cited by-同舟云学术

Non-Contact Heartbeat Detection Based on Ballistocardiogram Using UNet and Bidirectional Long Short-Term Memory

Published:2022-08 Issue:8 Volume:26 Page:3720-3730
ISSN:2168-2194
Container-title:IEEE Journal of Biomedical and Health Informatics
language:
Short-container-title:IEEE J. Biomed. Health Inform.

Author:

Mai Yaozong¹^ORCID,Chen Zizhao¹^ORCID,Yu Baoxian¹^ORCID,Li Ye²^ORCID,Pang Zhiqiang³,Han Zhang¹^ORCID

Affiliation:

1. School of Physics and Telecommunication Engineering, South China Normal University, Guangzhou, China

2. Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China

3. SENVIV Technology Company, Ltd, Guangzhou, China

Funder

Natural Science Foundation of Guangdong Province

National Natural Science Foundation of China

Blue Fire Innovation Project of the Ministry of Education

Science and Technology Project of Guangzhou

Special Funds for the Cultivation of Guangdong College Students’ Scientific and Technological Innovation

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Health Information Management,Electrical and Electronic Engineering,Computer Science Applications,Health Informatics

Link

http://xplorestaging.ieee.org/ielx7/6221020/9855434/09743213.pdf?arnumber=9743213

Reference39 articles.

1. The factors influence compatibility of pulse-pulse intervals with RR intervals;liu;Proc Annu Int Conf IEEE Eng Med Biol Soc,0

2. Analysis of correlation between body mass index (BMI) and brain wave using EEG for alpha and beta frequency band;kadir;Proc 5th Int Colloq Signal Process Appl,0

3. A Globalized Model for Mapping Wearable Seismocardiogram Signals to Whole-Body Ballistocardiogram Signals Based on Deep Learning

4. Preliminary results from BCG and ECG measurements in the heart failure clinic

5. U-Net: Convolutional networks for biomedical image segmentation;ronneberger;Proc Int Conf Med Image Comput Comp -Assist Interv,0

Cited by 18 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Smart Sleep Monitoring: Sparse Sensor-Based Spatiotemporal CNN for Sleep Posture Detection;Sensors;2024-07-25

2. Continuous Monitoring of Heart Rate Variability and Respiration for the Remote Diagnosis of Chronic Obstructive Pulmonary Disease: Prospective Observational Study;JMIR mHealth and uHealth;2024-07-18

3. Subject-Independent Model for Reconstructing Electrocardiography Signals from Photoplethysmography Signals;Applied Sciences;2024-07-02

4. Reconstruction of Missing Electrocardiography Signals from Photoplethysmography Data Using Deep Neural Network;Bioengineering;2024-04-11

5. Heart rate detection method based on Ballistocardiogram signal of wearable device：Algorithm development and validation;Heliyon;2024-03