Review and Evaluation of Heart Rate Monitoring Based Vital Signs, A case Study: Covid-19 Pandemic

被引：0

作者：

Bella, Abdoullah ^{[1
]}

Latif, Rachid ^{[1
]}

Saddik, Amine ^{[1
]}

Jamad, Laila ^{[1
]}

机构：

[1] ENSA Ibn Zohr Univ, LISTI, Agadir 80000, Morocco

来源：

2020 6TH IEEE CONGRESS ON INFORMATION SCIENCE AND TECHNOLOGY (IEEE CIST'20) | 2020年

关键词：

Vital signs; Heart rates; Covid-19; RGB camera;

D O I：

10.1109/CIST49399.2021.9357302

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The monitoring of vital signs is essential in the clinical setting, including temperature, respiratory, and heart rates. Remote monitoring devices, systems, and services are emerging as vital signs monitoring must be performed daily. Different types of sensors can be used to monitor breathing patterns and frequency. However, the respiratory rate remains the least measured vital sign in many scenarios due to the intrusiveness of most of the sensors adopted. This is not the case with Covid-19, which directly infects the respiratory system. In this paper, we present a state of the art on the different applications that monitor temperature, heart rate, and restorative rate, as well as the evaluation of an algorithm that extracts the heart rate from an RGB camera.

引用

页码：79 / 83

页数：5

共 21 条

[1] Non-Contact Vital Signs Monitoring Through Visible Light Sensing
Abuella, Hisham
Ekin, Sabit
[J]. IEEE SENSORS JOURNAL, 2020, 20 (07) : 3859 - 3870
[2] Heart rate monitoring - Applications and limitations
Achten, J
Jeukendrup, AE
[J]. SPORTS MEDICINE, 2003, 33 (07) : 517 - 538
[3] Chen MM, 2019, IEEE WCNC
[4] High-resolution high-speed panoramic cardiac imaging system
Evertson, Dale W.
Holcomb, Mark R.
Eames, Matthew D. C.
Bray, Mark-Anthony
Sidorov, Veniamin Y.
Xu, Junkai
Wingard, Holley
Dobrovolny, Hana M.
Woods, Marcella C.
Gauthier, Daniel J.
Wikswo, John P.
[J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2008, 55 (03) : 1241 - 1243
[5] Favilla R, 2019, IEEE J BIOMED HEALTH, V23, P2398, DOI [10.1109/JBHI.2018.2880097, 10.1109/JBHI.2018.288009]
[6] A Fully Automatic Method to Extract the Heart Rate from Thermal Video
Gault, Travis R.
Farag, Aly A.
[J]. 2013 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPRW), 2013, : 336 - 341
[7] Kado S, 2018, IEEE ENG MED BIO, P5676, DOI 10.1109/EMBC.2018.8513464
[8] Latif R., 2019, INT C COMP SCI REN E, DOI [10.1109/ICCSRE.2019.8807604, DOI 10.1109/ICCSRE.2019.8807604]
[9] ECG signal compression based on ASCII coding using CUDA architecture
Latif, Rachid
Guerrouj, Fatima Zahra
Saddik, Amine
El B'Charri, Oussama
[J]. PROCEEDINGS OF 2019 IEEE 4TH WORLD CONFERENCE ON COMPLEX SYSTEMS (WCCS' 19), 2019, : 445 - 450
[10] A Machine Learning Approach to Classifying Self-Reported Health Status in a Cohort of Patients With Heart Disease Using Activity Tracker Data
Meng, Yiwen
Speier, William
Shufelt, Chrisandra
Joung, Sandy
Van Eyk, Jennifer
Merz, C. Noel Bairey
Lopez, Mayra
Spiegel, Brennan
Arnold, Corey W.
[J]. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2020, 24 (03) : 878 - 884

← 1 2 3 →