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
… The Internet of Medical Things (IoMT) has revolutionized the … are challenging to implement
in medical equipment due to the … Systems (IDS) based on Machine Learning (ML) can bring a …

[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
… The Internet of Medical Things (IoMTs) is gradually replacing the traditional healthcare
system. … Machine Learning (ML) has been successfully employed in the attack detection and …

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
machine learning as important methods in healthcare and related disciplines. … machine
learning and artificial intelligence. Early detection slows disease progression and lowers medical

Efficient cyber attack detection on the internet of medical things-smart environment based on deep recurrent neural network and machine learning algorithms

YK Saheed, MO Arowolo - IEEE Access, 2021 - ieeexplore.ieee.org
… The Internet of Medical Things (IoMT) is a subset of the IoT, in which medical equipment …
neural network (DRNN) and supervised machine learning models (random forest, decision tree, …

Achieving data utility-privacy tradeoff in Internet of medical things: A machine learning approach

Z Guan, Z Lv, X Du, L Wu, M Guizani - Future Generation Computer …, 2019 - Elsevier
… challenges to modern medical and healthcare systems. Particularly, machine learning
technology can be used to process the data involved in IoMT for medical analysis and disease …

Medical Internet of things using machine learning algorithms for lung cancer detection

K Pradhan, P Chawla - Journal of Management Analytics, 2020 - Taylor & Francis
… This paper empirically evaluates the several machine learning algorithms … using machine
learning algorithms, has been done. The analysis mainly focuses on various machine learning

Federated machine learning for detection of skin diseases and enhancement of internet of medical things (IoMT) security

MN Hossen, V Panneerselvam… - IEEE journal of …, 2022 - ieeexplore.ieee.org
… But machine learning has enabled a staggering alteration in medical imaging, especially
in … of data availability [7], machine learning models have shown human-level activities in …

[图书][B] Machine learning and the internet of medical things in healthcare

KK Singh, M Elhoseny, A Singh, AA Elngar - 2021 - books.google.com
… The book provides a platform for presenting machine learning-enabled healthcare … machine
learning techniques along with the emerging platform of the Internet of Medical Things used …

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
… to address the strengths and weaknesses of machine learning and IoT methods that need to
… the applications and effects of machine learning and the Internet of Things on the COVID-19 …

Heart failure detection using quantum‐enhanced machine learning and traditional machine learning techniques for internet of artificially intelligent medical things

Y Kumar, A Koul, PS Sisodia, J Shafi… - Wireless …, 2021 - Wiley Online Library
machine learning and quantum-enhanced machine learning algorithms in healthcare are
extensively used to aid the patients and medical … this, the Internet of Medical Things (IoMT) has …