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

[HTML][HTML] Deep learning applications for IoT in health care: A systematic review

H Bolhasani, M Mohseni, AM Rahmani - Informatics in Medicine Unlocked, 2021 - Elsevier
… pivotal part of deep learning. In this paper, deep learning for IoT applications in health care
systems … Firstly, theoretical concepts and ideas of deep learning and technical taxonomy are …

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

[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 …

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 …

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 …

[图书][B] Machine learning for healthcare applications

SN Mohanty, G Nalinipriya, OP Jena, A Sarkar - 2021 - books.google.com
… of machine learning applications and illustrates its use in solutions of assorted real world
biomedical and healthcareIt was therefore our objective to keep the presentation narrow and …

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 …