Explainable context-aware IoT framework using human digital twin for healthcare

T Vats, SK Singh, S Kumar, BB Gupta, SS Gill… - Multimedia Tools and …, 2023 - Springer
Health, being a vital aspect of a fulfilling life, has experienced advancements through
improved medical services in alignment with Sustainable Development Goal 3 (SDG 3) …

Digital twin for intelligent context-aware IoT healthcare systems

H Elayan, M Aloqaily, M Guizani - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Since the emergence of digital and smart healthcare, the world has hastened to apply
various technologies in this field to promote better health operation and patients' well being …

Iot-cloud-based smart healthcare monitoring system for heart disease prediction via deep learning

AA Nancy, D Ravindran, PMD Raj Vincent… - Electronics, 2022 - mdpi.com
The Internet of Things confers seamless connectivity between people and objects, and its
confluence with the Cloud improves our lives. Predictive analytics in the medical domain can …

DEEP-CARDIO: Recommendation System for Cardiovascular Disease Prediction using IOT Network

A Yashudas, D Gupta, GC Prashant, A Dua… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
The Internet of Things (IoTs)-based remote healthcare applications provide fast and
preventative medical services to the patients at risk. However, predicting heart disease is a …

A decade of Internet of Things: Analysis in the light of healthcare applications

IU Din, A Almogren, M Guizani, M Zuair - Ieee Access, 2019 - ieeexplore.ieee.org
Impressive growth in the number of wearable health monitoring devices has affected global
health industry as they provide rapid and intricate details related to physical examinations …

Federated learning and blockchain-enabled fog-IoT platform for wearables in predictive healthcare

MJ Baucas, P Spachos… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Over the years, the popularity and usage of wearable Internet of Things (IoT) devices in
several healthcare services are increased. Among the services that benefit from the usage of …

Human digital twin for personalized healthcare: Vision, architecture and future directions

SD Okegbile, J Cai, D Niyato, C Yi - IEEE network, 2022 - ieeexplore.ieee.org
Human digital twin (HDT) is an emerging technology that can revolutionize the existing
healthcare system with the ability to enable personalized healthcare services (PHS) using …

An iomt‐enabled smart healthcare model to monitor elderly people using machine learning technique

MF Khan, TM Ghazal, RA Said, A Fatima… - Computational …, 2021 - Wiley Online Library
The Internet of Medical Things (IoMT) enables digital devices to gather, infer, and broadcast
health data via the cloud platform. The phenomenal growth of the IoMT is fueled by many …

A Precision Health Initiative for Chronic Conditions: Design and Cohort Study Utilizing Wearable Technology, Machine Learning, and Deep Learning

A Husnain, HK Hussain, HM Shahroz, M Ali… - International Journal of …, 2024 - ijaeti.com
This study introduces a comprehensive precision health service designed for health
promotion and prevention of chronic diseases. It involves continuous real-time monitoring of …

Early-stage risk prediction of non-communicable disease using machine learning in health CPS

R Ferdousi, MA Hossain, A El Saddik - IEEE Access, 2021 - ieeexplore.ieee.org
Cyber-Physical Systems (CPS) embed computation and communication capability into its
core to regulate physical processes and seamlessly mediate between the cyber and the …