Based Real Time Remote Health Monitoring Systems: A Review on Patients Prioritization and Related "Big Data" Using Body Sensors information and Communication Technology

被引:0
|
作者
Naser Kalid
A. A. Zaidan
B. B. Zaidan
Omar H. Salman
M. Hashim
H. Muzammil
机构
[1] Universiti Pendidikan Sultan Idris,Computing Department
[2] Al-Nisour University,Department of Computer Engineering Techniques
[3] Al Iraqia university,Networking Department, Engineering College
[4] University of Management and Technology,Department of Computer Science
来源
关键词
Real-time remote monitoring; Telemedicine; Patient prioritisation; Big data; Multi-criterion decision making;
D O I
暂无
中图分类号
学科分类号
摘要
The growing worldwide population has increased the need for technologies, computerised software algorithms and smart devices that can monitor and assist patients anytime and anywhere and thus enable them to lead independent lives. The real-time remote monitoring of patients is an important issue in telemedicine. In the provision of healthcare services, patient prioritisation poses a significant challenge because of the complex decision-making process it involves when patients are considered ‘big data’. To our knowledge, no study has highlighted the link between ‘big data’ characteristics and real-time remote healthcare monitoring in the patient prioritisation process, as well as the inherent challenges involved. Thus, we present comprehensive insights into the elements of big data characteristics according to the six ‘Vs’: volume, velocity, variety, veracity, value and variability. Each of these elements is presented and connected to a related part in the study of the connection between patient prioritisation and real-time remote healthcare monitoring systems. Then, we determine the weak points and recommend solutions as potential future work. This study makes the following contributions. (1) The link between big data characteristics and real-time remote healthcare monitoring in the patient prioritisation process is described. (2) The open issues and challenges for big data used in the patient prioritisation process are emphasised. (3) As a recommended solution, decision making using multiple criteria, such as vital signs and chief complaints, is utilised to prioritise the big data of patients with chronic diseases on the basis of the most urgent cases.
引用
收藏
相关论文
共 50 条
  • [1] Based Real Time Remote Health Monitoring Systems: A Review on Patients Prioritization and Related "Big Data" Using Body Sensors information and Communication Technology
    Kalid, Naser
    Zaidan, A. A.
    Zaidan, B. B.
    Salman, Omar H.
    Hashim, M.
    Muzammil, H.
    [J]. JOURNAL OF MEDICAL SYSTEMS, 2018, 42 (02)
  • [2] Based on Real Time Remote Health Monitoring Systems: A New Approach for Prioritization “Large Scales Data” Patients with Chronic Heart Diseases Using Body Sensors and Communication Technology
    Naser Kalid
    A. A. Zaidan
    B. B. Zaidan
    Omar H. Salman
    M. Hashim
    O. S. Albahri
    A. S. Albahri
    [J]. Journal of Medical Systems, 2018, 42
  • [3] Based on Real Time Remote Health Monitoring Systems: A New Approach for Prioritization "Large Scales Data" Patients with Chronic Heart Diseases Using Body Sensors and Communication Technology
    Kalid, Naser
    Zaidan, A. A.
    Zaidan, B. B.
    Salman, Omar H.
    Hashim, M.
    Albahri, O. S.
    Albahri, A. S.
    [J]. JOURNAL OF MEDICAL SYSTEMS, 2018, 42 (04)
  • [4] A Real-Time Health Monitoring System for Remote Cardiac Patients Using Smartphone and Wearable Sensors
    Kakria, Priyanka
    Tripathi, N. K.
    Kitipawang, Peerapong
    [J]. INTERNATIONAL JOURNAL OF TELEMEDICINE AND APPLICATIONS, 2015, 2015
  • [5] Real-Time Remote Health Monitoring Systems Using Body Sensor Information and Finger Vein Biometric Verification: A Multi-Layer Systematic Review
    Mohsin, A. H.
    Zaidan, A. A.
    Zaidan, B. B.
    Albahri, A. S.
    Albahri, O. S.
    Alsalem, M. A.
    Mohammed, K. I.
    [J]. JOURNAL OF MEDICAL SYSTEMS, 2018, 42 (12)
  • [6] Real-Time Remote Health Monitoring Systems Using Body Sensor Information and Finger Vein Biometric Verification: A Multi-Layer Systematic Review
    A. H. Mohsin
    A. A. Zaidan
    B. B. Zaidan
    A. S. Albahri
    O. S. Albahri
    M. A. Alsalem
    K. I. Mohammed
    [J]. Journal of Medical Systems, 2018, 42
  • [7] AN ARCHITECTURE FOR PERFORMING REAL TIME INTEGRATED HEALTH MONITORING OF AIRCRAFT SYSTEMS USING AVIONICS BIG DATA
    Jha, Ashutosh Kumar
    Nayak, Sudhendra
    Veerabhadrappa, Naveen Kumar
    [J]. 2017 2ND INTERNATIONAL CONFERENCE ON COMPUTATIONAL SYSTEMS AND INFORMATION TECHNOLOGY FOR SUSTAINABLE SOLUTION (CSITSS-2017), 2017, : 242 - 246
  • [8] Real-Time Remote Monitoring System for Occupational Hazard Based on Mobile Communication Technology
    Liu Jingxian
    Chang Deqiang
    Meng Jinping
    Sun Xi
    [J]. PROGRESS IN SAFETY SCIENCE AND TECHNOLOGY, VOL VII, PTS A AND B, 2008, 7 : 407 - 410
  • [9] Smart Home-based IoT for Real-time and Secure Remote Health Monitoring of Triage and Priority System using Body Sensors: Multi-driven Systematic Review
    Talal, Mohammed
    Zaidan, A. A.
    Zaidan, B. B.
    Albahri, A. S.
    Alamoodi, A. H.
    Albahri, O. S.
    Alsalem, M. A.
    Lim, C. K.
    Tan, K. L.
    Shir, W. L.
    Mohammed, K. I.
    [J]. JOURNAL OF MEDICAL SYSTEMS, 2019, 43 (03)
  • [10] Smart Home-based IoT for Real-time and Secure Remote Health Monitoring of Triage and Priority System using Body Sensors: Multi-driven Systematic Review
    Mohammed Talal
    A. A. Zaidan
    B. B. Zaidan
    A. S. Albahri
    A. H. Alamoodi
    O. S. Albahri
    M. A. Alsalem
    C. K Lim
    K. L. Tan
    W. L. Shir
    K. I. Mohammed
    [J]. Journal of Medical Systems, 2019, 43