A review on the role of machine learning in enabling IoT based healthcare applications

HK Bharadwaj, A Agarwal, V Chamola… - IEEE …, 2021 - ieeexplore.ieee.org
Applications have … healthcare, practical use of a model requires it to be highly accurate
and to have ample measures against security attacks. The applications of ML algorithms in HIoT

Applications of machine learning in healthcare and internet of things (IOT): a comprehensive review

FG Mohammadi, F Shenavarmasouleh… - arXiv preprint arXiv …, 2022 - arxiv.org
… challenges using traditional machine learning algorithms mentioned in section 4.1 and 4.2,
we investigate advanced machine learning promises with IoT-healthcare applications in this …

A healthcare system for internet of things (IoT) application: machine learning based approach

M Mamun-Ibn-Abdullah… - Journal of Computer and …, 2021 - editor.journal7sub.com
… Considering all these factors, we decided to do use Machine learningIoT-based machine
learning utilized ECG classification system which can be helpful both for rural healthcare

Trends in using IoT with machine learning in health prediction system

A Aldahiri, B Alrashed, W Hussain - Forecasting, 2021 - mdpi.com
… The aim of this paper is to present a comprehensive overview of existing ML approaches
and their application in IoT medical data. In a thorough analysis, we observe that different ML …

[PDF][PDF] Healthcare solution based on machine learning applications in IOT and edge computing

SM Kumar, D Majumder - International Journal of Pure and …, 2018 - researchgate.net
… we shall consider the applications of edge computing and IOT in the field of healthcare. In
this … /edge computing and Machine Learning paradigms into a Distributed computing based …

Machine learning applications for IoT healthcare

N Agarwal, P Singh, N Singh… - Machine Learning …, 2021 - Wiley Online Library
… on ML applications for IoTbased healthcare. In this chapter, first, we introduce the basic concepts
of ML and IoT … approaches of healthcare. We described the challenges of using ML and …

IoT for smart cities: Machine learning approaches in smart healthcare—A review

TM Ghazal, MK Hasan, MT Alshurideh, HM Alzoubi… - Future Internet, 2021 - mdpi.com
… So far, the idea of using IoT-based sensor networks for healthcare applications is a … A
machine learning approach is key to successful implementation of the IoT-powered wireless …

Deep learning models for arrhythmia detection in IoT healthcare applications

M Hammad, AA Abd El-Latif, A Hussain… - Computers and …, 2022 - Elsevier
… to be integrated in smart e-healthcare platforms. An envisioned application for the proposed
framework in this study is illustrated in Fig. 1. It can be noticed that the ECG anomaly …

Machine learning based prediction and modeling in healthcare secured internet of things

CE Aitzaouiat, A Latif, A Benslimane… - … Networks and Applications, 2022 - Springer
… data analysis in the new cloud based IoT network architecture, and the incurred price and
… , we suggest a realistic application where we merge IoT and ML to benefit healthcare in the …

Machine learning methods for IoT and their Future Applications

M Jindal, J Gupta, B Bhushan - 2019 International Conference …, 2019 - ieeexplore.ieee.org
healthcare industry is expected to reach $72 billion by 2020. Now patients can wear IOT health
monitors to monitor their healthmachine learning algorithms that can be used with IOT to …