Internet of Medical Things (IoMT): Overview, Emerging Technologies, and Case Studies
Sahshanu Razdan,Sachin Sharma +1 more
Reads0
Chats0
TLDR
In the Internet of Medical Things (IoMT), the internet of Things is integrated with medical devices, enabling improved patient comfort, cost-effective medical solutions, quick hospital treatments, and more.Abstract:
In the Internet of Medical Things (IoMT), the Internet of Things (IoT) is integrated with medical devices, enabling improved patient comfort, cost-effective medical solutions, quick hospital treatm...read more
Citations
More filters
Journal ArticleDOI
The internet of medical things and artificial intelligence: trends, challenges, and opportunities
Kourosh Kakhi,Roohallah Alizadehsani,H M Dipu Kabir,Abbas Khosravi,Saeid Nahavandi,U. Rajendra Acharya +5 more
TL;DR: In this paper , the role of artificial intelligence (AI) in recent advances on IoMT is reviewed and a comprehensive list of major benefits and challenges is presented as well. And the WMDs classification is also performed based on their technology.
Journal ArticleDOI
Implementation of Combined Machine Learning with the Big Data Model in IoMT Systems for the Prediction of Network Resource Consumption and Improving the Data Delivery
M. Sugadev,Sonia Jenifer Rayen,J. Harirajkumar,Rani Rathi,G. Anitha,Suyan Ramesh,Kiran Ramaswamy +6 more
TL;DR: This study provides an unsupervised machine learning approach that reduces IoT network communication overheads and uses dynamic measurements to anticipate link status and refines its tactics utilising SDN architecture to forecast network resource usage and enhance sensor data delivery.
Journal ArticleDOI
Empirical Performance Analysis of Hyperledger LTS for Small and Medium Enterprises
TL;DR: The impact of workload variance of up to 1000 transactions with the setup of 20 blockchain nodes in the Hyperledger LTS platform is presented and it is concluded that the LTS version is suitable for small and medium enterprises that do not scale up.
Journal ArticleDOI
Detecting IoT Attacks Using an Ensemble Machine Learning Model
V. Tomer,Sachin Sharma +1 more
TL;DR: An approach to offload the machine learning model selectiontask to the cloud and the real-time prediction task to the fog nodes and results show the effectiveness of the proposed approach in terms of several performance measures, such as execution time, precision, recall, accuracy, and ROC (receiver operating characteristic) curve.
Journal ArticleDOI
6G enabled federated learning for secure IoMT resource recommendation and propagation analysis
Syed Thouheed Ahmed,V. Vinoth Kumar,Krishna Kant Singh,Akansha Singh,Visvanathan Muthukumaran,Deepak Gupta +5 more
TL;DR: In this paper , the authors proposed a federated learning model for resource recommendation and scheduling-based propagation analysis using user-log record analysis and extraction of similar patterns driven by user log record analysis.
References
More filters
Journal ArticleDOI
Patients’ Responsibilities in Medical Ethics
TL;DR: It is argued that certain duties of patients counterbalance an otherwise unfair captivity of doctors as helpers and that vulnerability does not exclude obligation.
Journal ArticleDOI
Trends in the Use of Telehealth During the Emergence of the COVID-19 Pandemic - United States, January-March 2020.
Lisa M. Koonin,Brooke E. Hoots,Clarisse A. Tsang,Zanie Leroy,Kevin Farris,Tilman Jolly,Peter Antall,Bridget McCabe,Cynthia B R Zelis,Ian Tong,Aaron M. Harris +10 more
TL;DR: Changes in the frequency of use of telehealth services during the early pandemic period might provide increased access to acute, chronic, primary, and specialty care during and after the pandemic.
Journal ArticleDOI
Blockchain: A Panacea for Healthcare Cloud-Based Data Security and Privacy?
TL;DR: The potential to use the Blockchain technology to protect healthcare data hosted within the cloud and the practical challenges of such a proposition are described and further research is described.
Journal ArticleDOI
Applications of machine learning and artificial intelligence for Covid-19 (SARS-CoV-2) pandemic: A review
TL;DR: The ongoing development in AI and ML has significantly improved treatment, medication, screening, prediction, forecasting, contact tracing, and drug/vaccine development process for the Covid-19 pandemic and reduce the human intervention in medical practice.
Journal ArticleDOI
A systematic literature review of blockchain cyber security
TL;DR: It is shown that the Internet of Things (IoT) lends itself well to novel blockchain applications, as do networks and machine visualization, public key cryptography, web applications, certification schemes and the secure storage of Personally Identifiable Information (PII).