Trends, prospects, challenges, and security in the healthcare internet of things

被引:3
作者
Ali, Tariq Emad [1 ]
Ali, Faten Imad [2 ]
Dakic, Pavle [3 ,4 ]
Zoltan, Alwahab Dhulfiqar [5 ]
机构
[1] Univ Baghdad, Al Khwarizmi Coll Engn, Dept Informat & Commun Engn, Baghdad, Iraq
[2] Al Nahrain Univ, Coll Engn, Dept Biomed Engn, Baghdad, Iraq
[3] Singidunum Univ, Fac Informat & Comp, Belgrade, Serbia
[4] Slovak Univ Technol Bratislava, Fac Informat & Informat Technol, Bratislava, Slovakia
[5] Eotvos Lorand Univ, Fac Informat, Budapest, Hungary
关键词
Healthcare; IoT; Blockchain; Edge computing; SDN; ML; DL; BIG DATA; ENABLING TECHNOLOGIES; IOT; FRAMEWORK; SYSTEM; PREDICTION; BLOCKCHAIN; ALGORITHM; STORAGE; CLOUD;
D O I
10.1007/s00607-024-01352-4
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The Healthcare Internet of Things (H-IoT) is a rapidly developing problem solving model with significant potential to improve patient care and healthcare outcomes. This study focuses on integrating cryptographic platforms into H-IoT systems to enable secure data access. We present insights on how to manage challenges such as cyber risks, resource constraints, latency, and energy consumption by exploring cryptographic approaches in diverse H-IoT applications. We explore important topics including big data management, blockchain, machine learning, edge computing, and software-defined networks. Additionally, we examine real-time operational challenges and emerging trends, such as remote patient monitoring and predictive analytics. Our research underscores the need for strong encryption mechanisms, access controls, device authentication, and proactive threat detection to improve the safety and efficiency of healthcare services. By combining cryptographic approaches with the architecture of the H-IoT system, this work provides the foundation for resilient healthcare infrastructures. Addressing current challenges and anticipating future opportunities contribute to strategic healthcare planning that prioritizes patient privacy and data security while anticipating future strategic healthcare planning opportunities. This article aims to provide valuable information to researchers by covering energy-efficient and resource-optimized healthcare system approaches that are integrated into the development of H-IoT systems.
引用
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页数:29
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