It underscores successful real-world applications, including remote patient monitoring, individualized treatment strategies, and streamlined healthcare delivery. Furthermore, it delves into the intricate challenges to realizing the full potential of IoT in healthcare. This includes addressing data security ...
Healthcare systems globally face escalating challenges in delivering efficient services while mitigating environmental impact. The integration of Internet of things (IoT) technology offers a promising avenue to address these challenges by fostering susta
The use of IoT technology offers medical professionals and patients the most modern medical device environment. IoT things and Machine-Learning are valuable in various classifications from far off observing of the modern climate to mechanical mechanization. Moreover, medical care applications are ...
Healthcare applications of the Internet of Things : A Review The fields of computer science and electronics have merged to result into one of the most notable technological advances in the form of realization of the Internet of Things (IoT). The impact of IoT in healthcare, although still in...
patient’s body acquire securely patient data and at the same time physicians have access to data; thus, it provides ease for decision making. IoT applications in the healthcare sector benefit everyone to access medical help remotely, enhance the duration of therapy, and affordable cost. Many ...
in the field of medicine that aims to improve the quality of healthcare with minimum cost. This survey paper explores the advances in Human Healthcare Internet of Things (H2IoT) and analyses the present-day networks, architectures, topologies, platforms, services and applications in healthcare. ...
Many solutions have been proposed in order to tackle the attacks on healthcare IoT. In this review, we perform a critical review of some of these solutions, focusing on works that address network-based attacks over healthcare IoT systems. We discuss various attacks against healthcare IoT ...
Section4:介绍IOT设备上的FL真实应用 Section5:介绍一些FL的前沿研究与进展 2.1. Characteristics of FL FL与分布式学习很接近,分布式计算主要集中于隐私和处理速度,FL主要集中于协作学习与隐私保护; Universality for cross-organizational scenarios:FL现在的定义被扩展为所有隐私保护的协作机器学习技术; ...
Federated learning for secure IoMT-applications in smart healthcare systems: A comprehensive review Rania Abstract Recent developments in the Internet of Things (IoT) and various communication technologies have reshaped numerous application areas. Nowadays, IoT is assimilated into various medical devices ...
Health informatics and telematics have been drastically influenced by big data of IoT devices. In this paper, we conducted a review of scientific literature and mapping of research trends on IoT Big Data Analytics paradigm (IoTBDA) in healthcare industry. The goal is to identify how the IoT ...