Survey of Machine Learning based intrusion detection methods for Internet of Medical Things

A Si-Ahmed, MA Al-Garadi, N Boustia - Applied Soft Computing, 2023 - Elsevier
… In light of these different advantages that can offer the use of ML in a security application,
this study investigates its application for the IoMT by answering the following questions: …

A survey on machine learning and internet of medical things-based approaches for handling COVID-19: Meta-analysis

SS Band, S Ardabili, A Yarahmadi… - Frontiers in Public …, 2022 - frontiersin.org
… But, the existence of a study that can systematically review and discuss two … of this study
is to systematically investigate and analyze the role of ML and the Internet of Medical Things (…

A review of machine learning (ML) in the internet of medical things (IOMT) in the construction of a smart healthcare structure

A Qureshi, S Batra, P Vats, S Singh… - Journal of Algebraic …, 2022 - publishoa.com
… In this review article, we see quickly how these fields are lowering … This study aims to provide
a comprehensive overview of AI and machine learning as important methods in healthcare

[PDF][PDF] A systematic review of security and privacy issues in the internet of medical things; the role of machine learning approaches

SS Hameed, WH Hassan, LA Latiff… - PeerJ Computer …, 2021 - peerj.com
Machine Learning (ML) has been successfully employed in … is devoted to perform a Systematic
Literature Review (SLR) on the … Furthermore, this review study attempts to highlight the …

A survey on machine learning and internet of things for COVID-19

E Elbasi, S Mathew, AE Topcu… - 2021 IEEE World AI IoT …, 2021 - ieeexplore.ieee.org
… In this work, we survey research papers on machine learning, the Internet of things (IoT),
medical imaging, and software applications to prevent, diagnose, reduce, and manage COVID-…

Survey on machine learning and deep learning algorithms used in internet of things (IoT) healthcare

S Durga, R Nag, E Daniel - 2019 3rd international conference …, 2019 - ieeexplore.ieee.org
… This paper surveys the state of art machine and deep learning algorithms in IoT
healthcare. … Deep Learning has paved a way for massive breakthroughs in the …

A survey of machine and deep learning methods for internet of things (IoT) security

MA Al-Garadi, A Mohamed, AK Al-Ali… - … surveys & tutorials, 2020 - ieeexplore.ieee.org
surveys, our survey presents a comprehensive review of cutting-edge machine and recent
advances in deep learning … Internet of medical things (IoMT) devices have been adopted in …

The applications of machine learning techniques in medical data processing based on distributed computing and the Internet of Things

S Aminizadeh, A Heidari, S Toumaj, M Darbandi… - Computer methods and …, 2023 - Elsevier
… image processing methods to address medical issues, and so on, to … medical data
processing applications recently produced for identifying and treating various disorders, this study

A comprehensive survey on machine learning-based big data analytics for IoT-enabled smart healthcare system

W Li, Y Chai, F Khan, SRU Jan, S Verma… - Mobile networks and …, 2021 - Springer
… Due to the growth in the development of smart objects, IoT has enriched almost all aspects
of our daily lives and is continuously doing so with diverse range of novel, innovative and …

Secure and robust machine learning for healthcare: A survey

A Qayyum, J Qadir, M Bilal… - IEEE Reviews in …, 2020 - ieeexplore.ieee.org
… ML/DL models when used for building healthcare systems with a specific focus on the above…
survey of various security challenges associated with the application of ML/DL in healthcare