IoT based Health Monitoring & Automated Predictive System to Confront COVID-19

被引:8
作者
Choyon, Mashrur Sakib [1 ]
Rahman, Maksudur [2 ]
Kabir, Mohsin [3 ]
Mridha, M. F. [3 ]
机构
[1] Amer Int Univ Bangladesh, Dept Elect & Elect Engn, Dhaka, Bangladesh
[2] Daffodil Int Univ, Dept Comp Sci & Engn, Dhaka, Bangladesh
[3] Bangladesh Univ Business & Technol, Dept Comp Sci & Engn, Dhaka, Bangladesh
来源
2020 IEEE 17TH INTERNATIONAL CONFERENCE ON SMART COMMUNITIES: IMPROVING QUALITY OF LIFE USING ICT, IOT AND AI (IEEEHONET 2020) | 2020年
关键词
COVID-19; IoT; Machine Learning; Embedded Multiple Sensors; Health Monitoring System; IoMT;
D O I
10.1109/HONET50430.2020.9322811
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
As the whole world is striving to combat the Coronavirus disease (COVID-19), healthcare and health monitoring systems are struggling to confront the virus. Many cases have been observed where the COVID-19 could not be identified at a specific time. Furthermore, any effective strategy that can monitor the coronavirus state in the human body has not been established yet. As a result, patients of the coronavirus could not receive proper treatment when necessary. Therefore, the death toll due to COVID-19 is rising. This paper proposes a systematic approach to combat the COVID-19 pandemic more efficiently by combining the concept of 'Internet of Things' (IoT) and machine learning (ML). The paper also gives a brief idea about how IoT can be used to monitor the health status and also to detect the severity of coronavirus in a human body by using some of the biological data such as body temperature, heart pulse, etc. from the patient's body. The developed system can provide healthcare, maintain distant communication, and emergency medical support to the patients. This paper proposes a practical solution with the help of the developed health monitoring system that can mitigate the loss done by the COVID-19.
引用
收藏
页码:189 / 193
页数:5
相关论文
共 26 条
[1]  
Abadi M, 2016, PROCEEDINGS OF OSDI'16: 12TH USENIX SYMPOSIUM ON OPERATING SYSTEMS DESIGN AND IMPLEMENTATION, P265
[2]   A Web Based Cardiovascular Disease Detection System [J].
Alshraideh, Hussam ;
Otoom, Mwaffaq ;
Al-Araida, Aseel ;
Bawaneh, Haneen ;
Bravo, Jose .
JOURNAL OF MEDICAL SYSTEMS, 2015, 39 (10)
[3]  
[Anonymous], **DROPPED REF**
[4]  
[Anonymous], WHO DIRECTOR GEN OPE
[5]  
[Anonymous], What is hadoop?
[6]  
[Anonymous], COVID-19 (Coronavirus) Response
[7]  
[Anonymous], 3 WORLD POPULATION I
[8]  
[Anonymous], CORONAVIRUS DIS COVI
[9]  
Chollet Francois, 2015, GITHUB
[10]   RETRACTED: Smart health monitoring and management system: Toward autonomous wearable sensing for Internet of Things using big data analytics (Retracted Article) [J].
Din, Sadia ;
Paul, Anand .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 91 :611-619