Intelligence in the Internet of Medical Things era: A systematic review of current and future trends

被引:172
|
作者
Al-Turjman, Fadi [1 ]
Nawaz, Muhammad Hassan [2 ]
Ulusar, Umit Deniz [3 ]
机构
[1] Near East Univ, Artificial Intelligence Dept, Mersin 10, Nicosia, Turkey
[2] Univ Debrecen, Elect Engn Dept, Debrecen, Hungary
[3] Akdeniz Univ, Comp Engn Dept, Antalya, Turkey
关键词
Internet of Medical Things; Wireless sensor networks; Remote healthcare monitoring; Healthcare technology; HEALTH-CARE; MONITORING-SYSTEM; ARTERIAL-PRESSURE; WEARABLE DEVICES; IOT; CLASSIFICATION; ARCHITECTURE; NETWORKS; SECURITY; SOUNDS;
D O I
10.1016/j.comcom.2019.12.030
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 Medical Things (IoMT) envisions a network of medical devices and people, which use wireless communication to enable the exchange of healthcare data. Healthcare costs and prices for services have been increasing with the growing population and the use of advanced technology. The combination of IoMT and healthcare can improve the quality of life, provide better care services and can create more cost-effective systems. This paper introduces the status of IoMT for healthcare industry, including research and development plans and applications. The implementation of the IoMT in healthcare has exponentially increased across the world, but still, it has many technical and design challenges. This paper depicts such challenges and shows a generic IoMT framework that consists of three main components, data acquisition, communication gateways, and servers/cloud, to meet the aforementioned challenges. Finally, this paper discusses the opportunities and prospects of IoMT in practice while emphasizing the corresponding open research issues.
引用
收藏
页码:644 / 660
页数:17
相关论文
共 50 条
  • [21] Development and Future Trends of Internet of Things
    Liu, Wencheng
    Li, Fei
    Li, Yan
    CYBER SECURITY INTELLIGENCE AND ANALYTICS, 2020, 928 : 648 - 656
  • [22] Enhancing Internet of Medical Things security with artificial intelligence: A comprehensive review
    Messinis, Sotirios
    Temenos, Nikos
    Protonotarios, Nicholas E.
    Rallis, Ioannis
    Kalogeras, Dimitrios
    Doulamis, Nikolaos
    COMPUTERS IN BIOLOGY AND MEDICINE, 2024, 170
  • [23] Current Trends in Fluid Research in the Era of Artificial Intelligence: A Review
    Sofos, Filippos
    Stavrogiannis, Christos
    Exarchou-Kouveli, Kalliopi K.
    Akabua, Daniel
    Charilas, George
    Karakasidis, Theodoros E.
    FLUIDS, 2022, 7 (03)
  • [24] Artificial intelligence empowered threat detection in the Internet of Things: A systematic review
    Soltani, Nasim
    Rahmani, Amir Masoud
    Bohlouli, Mahdi
    Hosseinzadeh, Mehdi
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2022, 34 (22):
  • [25] Internet of Things, Digital Biomarker, and Artificial Intelligence in Spine: Current and Future Perspectives
    Nam, Kyoung Hyup
    Kim, Dong Hwan
    Choi, Byung Kwan
    Han, In Ho
    NEUROSPINE, 2019, 16 (04) : 705 - 711
  • [26] Research Trends in the Use of the Internet of Things in Sustainability Practices: A Systematic Review
    Valencia-Arias, Alejandro
    Davila, Juana Ramirez
    Londono-Celis, Wilmer
    Palacios-Moya, Lucia
    Hernandez, Julio Leyrer
    Agudelo-Ceballos, Erica
    Uribe-Bedoya, Hernan
    SUSTAINABILITY, 2024, 16 (07)
  • [27] Extensive Review of Cloud Based Internet of Things Architecture and Current Trends
    Akanksha, Eisha
    Debnath, Aritri
    Dey, Barnali
    PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON INVENTIVE COMPUTATION TECHNOLOGIES (ICICT 2021), 2021, : 945 - 953
  • [28] Service discovery in the Internet of Things: review of current trends and research challenges
    Behrouz Pourghebleh
    Vahideh Hayyolalam
    Amir Aghaei Anvigh
    Wireless Networks, 2020, 26 : 5371 - 5391
  • [29] Service discovery in the Internet of Things: review of current trends and research challenges
    Pourghebleh, Behrouz
    Hayyolalam, Vahideh
    Aghaei Anvigh, Amir
    WIRELESS NETWORKS, 2020, 26 (07) : 5371 - 5391
  • [30] A Review of Artificial Intelligence in the Internet of Things
    Gonzalez Garcia, Cristian
    Rolando Nunez-Valdez, Edward
    Garcia-Diaz, Vicente
    Pelayo G-Bustelo, B. Cristina
    Cueva Lovelle, Juan Manuel
    INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE, 2019, 5 (04): : 9 - 20