Enhancing Internet of Medical Things security with artificial intelligence: A comprehensive review

S Messinis, N Temenos, NE Protonotarios… - Computers in Biology …, 2024 - Elsevier
Over the past five years, interest in the literature regarding the security of the Internet of
Medical Things (IoMT) has increased. Due to the enhanced interconnectedness of IoMT …

A Case for Synthetic Data in Regulatory Decision‐Making in Europe

C Alloza, B Knox, H Raad, M Aguilà… - Clinical …, 2023 - Wiley Online Library
Regulators are faced with many challenges surrounding health data usage, including
privacy, fragmentation, validity, and generalizability, especially in the European Union, for …

Deep learning personalized recommendation-based construction method of hybrid blockchain model

X Yu, W Li, X Zhou, L Tang, R Sharma - Scientific Reports, 2023 - nature.com
This study aims to explore the construction of a personalized recommendation system (PRS)
based on deep learning under the hybrid blockchain model to further improve the …

A novel secure and distributed architecture for privacy-preserving healthcare system

RU Haque, ASMT Hasan, A Daria, A Rasool… - Journal of Network and …, 2023 - Elsevier
Patients often visit several hospitals to obtain medication, generating a significant volume of
data. Moreover, hospitals use different data analytic techniques to improve healthcare …

Breast cancer diagnosis using hybrid AlexNet-ELM and chimp optimization algorithm evolved by Nelder-mead simplex approach

C Junyue, DQ Zeebaree, C Qingfeng… - … Signal Processing and …, 2023 - Elsevier
This study proposes a Hybrid AlexNet-Extreme Learning Machine (ELM) approach for breast
cancer diagnosis using mammography images. Batch normalization is applied to improve …

[HTML][HTML] A peer-to-peer blockchain-based architecture for trusted and reliable agricultural product traceability

ASMT Hasan, S Sabah, A Daria, RU Haque - Decision Analytics Journal, 2023 - Elsevier
The lack of new and advanced technologies, such as the Internet of Things (IoT) and Fog
computing, makes it challenging to trace the origin of agricultural products in supply chains …

Distributed power storage and converter system health monitoring Internet of Things under blockchain

Z Liu - Information Sciences, 2023 - Elsevier
This study to solve the information storage problem in the current medical system analyzes
the privacy and security effects of the blockchain (BC) in the Internet of Medical Things …

Implementation of Naïve Bayes Classifier for Classifying Alzheimer's Disease Using the K-Means Clustering Data Sharing Technique

W Putri, D Hastari, KU Faizah, S Rohimah… - … Research Journal of …, 2023 - journal.irpi.or.id
Alzheimer's disease is a neurodegenerative disease that is very universal and characterized
by memory loss and cognitive function decline which ultimately leads to dementia. In 2015, it …

PCPHE: A privacy comparison protocol for vulnerability detection based on homomorphic encryption

L Lv, L Xiong, F Li - Journal of Information Security and Applications, 2024 - Elsevier
Nowadays, many security service providers have their own vulnerability databases and
consider them as corporate property. How to ensure the normal use of client while protecting …

Evolutionary Neural Architecture Search and Its Applications in Healthcare

X Liu, J Li, J Zhao, B Cao, R Yan, Z Lyu - CMES-Computer Modeling …, 2024 - diva-portal.org
Most of the neural network architectures are based on human experience, which requires a
long and tedious trial-and-error process. Neural architecture search (NAS) attempts to detect …