Integration of IoT and Fog Computing in Healthcare Based the Smart Intensive Units

被引:9
|
作者
Mudawi, Naif Al [1 ]
机构
[1] Najran Univ, Dept Comp Sci, Coll Comp Sci & Informat Syst, Najran 55461, Saudi Arabia
关键词
Medical services; Monitoring; Internet of Things; Biomedical monitoring; Temperature measurement; Patient monitoring; Hospitals; Internet of things (IoT); intensive care unit (ICU); fog computing; TECHNOLOGIES; HOSPITALS; INTERNET; THINGS;
D O I
10.1109/ACCESS.2022.3179704
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Internet of Things (IoT) has enormous capability to revolutionize medical care and enhance global health indicators in the health sector. The Intensive Care Unit (ICU) is an important part of the medical sector because it treats patients who have suffered a terrible accident, have a very serious or life-threatening condition or are undergoing an effective medical treatment that necessitates 24-hour care and support. For this reason, one of the most important issues that hospitals suffer is lack of patient monitoring systems cause ICU health attendants and doctors were overburdened, which can lead to medical errors due to a huge workload that exceeded their ability. As a result, even a minor delay in recognizing a patient's deterioration might result in severe disability or death. Therefore, continuously patient monitoring in ICU is the most crucial process. That's why a way to optimize the ICU monitoring procedure in order to minimize delayed detection and reduce the workload of ICU doctors and caregivers is needed. In this study, we proposed a smart IoT-based ICU patient monitoring system to help doctors and hospitals to monitor the patients continuously and in making quick decisions. Our proposed method can measure patient's body parameters (temperature, SpO2, heartbeat, blood pressure, ECG, and it can also measure glucose, lactate, blood circulation, red blood cells, white blood cells, calcium, potassium from the patient fluids) in real-time and in case of anomalous values of the patient's body parameters, the device will send a notification to the assigned doctor and the Emergency Care Unit (ECU) of the hospital. Doctors can also monitor the patient remotely through our system.
引用
收藏
页码:59906 / 59918
页数:13
相关论文
共 50 条
  • [31] HealthFog: An ensemble deep learning based Smart Healthcare System for Automatic Diagnosis of Heart Diseases in integrated IoT and fog computing environments
    Tuli, Shreshth
    Basumatary, Nipam
    Gill, Sukhpal Singh
    Kahani, Mohsen
    Arya, Rajesh Chand
    Wander, Gurpreet Singh
    Buyya, Rajkumar
    [J]. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2020, 104 (104): : 187 - 200
  • [32] An IoT-Based Fog Computing Model
    Ma, Kun
    Bagula, Antoine
    Nyirenda, Clement
    Ajayi, Olasupo
    [J]. SENSORS, 2019, 19 (12)
  • [33] Fog Computing for Smart Healthcare data Analytics: An Urgent Necessity
    Khaloufi, Hayat
    Abouelmehdi, Karim
    Beni-Hssane, Abederrahim
    [J]. 3RD INTERNATIONAL CONFERENCE ON NETWORKING, INFORMATION SYSTEM & SECURITY (NISS'20), 2020,
  • [34] A fog computing model for pervasive connected healthcare in smart environments
    Moore P.
    Van Pham H.
    [J]. International Journal of Grid and Utility Computing, 2019, 10 (04): : 375 - 391
  • [35] Fog Computing Federated Learning System Framework for Smart Healthcare
    Guo, Yang
    Xie, Xiaolan
    Qin, Chengyou
    Wang, Yueyue
    [J]. COMPUTER SUPPORTED COOPERATIVE WORK AND SOCIAL COMPUTING, CHINESECSCW 2021, PT I, 2022, 1491 : 133 - 147
  • [36] A fog computing model for pervasive connected healthcare in smart environments
    Moore, Philip
    Hai Van Pham
    [J]. INTERNATIONAL JOURNAL OF GRID AND UTILITY COMPUTING, 2019, 10 (04) : 375 - 391
  • [37] A software-based framework for the development of smart healthcare systems using fog computing
    Singh, Prabhdeep
    Kaur, Rajbir
    [J]. IET SOFTWARE, 2023, 17 (04) : 632 - 638
  • [38] A Fog Computing Architecture with Multi-Layer for Computing-Intensive IoT Applications
    Muneeb, Muhammad
    Ko, Kwang-Man
    Park, Young-Hoon
    [J]. APPLIED SCIENCES-BASEL, 2021, 11 (24):
  • [39] Integration and Applications of Fog Computing and Cloud Computing Based on the Internet of Things for Provision of Healthcare Services at Home
    Ijaz, Muhammad
    Li, Gang
    Lin, Ling
    Cheikhrouhou, Omar
    Hamam, Habib
    Noor, Alam
    [J]. ELECTRONICS, 2021, 10 (09)
  • [40] HiCH: Hierarchical Fog-Assisted Computing Architecture for Healthcare IoT
    Azimi, Iman
    Anzanpour, Arman
    Rahmani, Amir M.
    Pahikkala, Tapio
    Levorato, Marco
    Liljeberg, Pasi
    Dutt, Nikil
    [J]. ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, 2017, 16