FEEL: FEderated LEarning Framework for ELderly Healthcare Using Edge-IoMT

Federated Learning for Healthcare: Systematic Review and Architecture Proposal

(2022) Rodolfo Stoffel Antunes et al.   ACM Transactions on Intelligent Systems and Technology

RESCUE: Enabling green healthcare services using integrated IoT‐edge‐fog‐cloud computing environments

(2022) Jaydeep Das et al.   SOFTWARE-PRACTICE & EXPERIENCE

STOPPAGE: Spatio‐temporal data driven cloud‐fog‐edge computing framework for pandemic monitoring and management

(2022) Shreya Ghosh et al.   SOFTWARE-PRACTICE & EXPERIENCE

DEEP-FEL: Decentralized, Efficient and Privacy-Enhanced Federated Edge Learning for Healthcare Cyber Physical Systems

(2022) Zhuotao Lian et al.   IEEE Transactions on Network Science and Engineering

MultiCNN-FilterLSTM: Resource-efficient sensor-based human activity recognition in IoT applications

(2022) Hyunseo Park et al.   Future Generation Computer Systems-The International Journal of eScience

Cloud-IIoT-Based Electronic Health Record Privacy-Preserving by CNN and Blockchain-Enabled Federated Learning

(2022) Jafar A. Alzubi et al.   IEEE Transactions on Industrial Informatics

Real-Time Cloud-Based Patient-Centric Monitoring Using Computational Health Systems

(2022) Chinmay Chakraborty et al.   IEEE Transactions on Computational Social Systems

Deep Transfer Learning for Communicable Disease Detection and Recommendation in Edge Networks

(2022) Mainak Adhikari et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Privacy-preserving Federated Deep Learning for Wearable IoT-based Biomedical Monitoring

(2021) Yekta Said Can et al.   ACM Transactions on Internet Technology

When Machine Learning Meets Privacy

(2021) Bo Liu et al.   ACM COMPUTING SURVEYS

Smart Wristband-Based Stress Detection Framework for Older Adults With Cortisol as Stress Biomarker

(2021) Rajdeep Kumar Nath et al.   IEEE TRANSACTIONS ON CONSUMER ELECTRONICS

A Stable AI-Based Binary and Multiple Class Heart Disease Prediction Model for IoMT

(2021) Xiaoming Yuan et al.   IEEE Transactions on Industrial Informatics

An Intelligent Trust Cloud Management Method for Secure Clustering in 5G Enabled Internet of Medical Things

(2021) Liu Yang et al.   IEEE Transactions on Industrial Informatics

iLog: An Intelligent Device for Automatic Food Intake Monitoring and Stress Detection in the IoMT

(2020) Laavanya Rachakonda et al.   IEEE TRANSACTIONS ON CONSUMER ELECTRONICS

Internet of Health Things (IoHT) for personalized health care using integrated edge-fog-cloud network

(2020) Anwesha Mukherjee et al.   Journal of Ambient Intelligence and Humanized Computing

Online Fall Detection Using Recurrent Neural Networks on Smart Wearable Devices

(2020) Mirto Musci et al.   IEEE Transactions on Emerging Topics in Computing

FedHome: Cloud-Edge Based Personalized Federated Learning for In-Home Health Monitoring

(2020) Qiong Wu et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

A Patient-Specific Single Sensor IoT-Based Wearable Fall Prediction and Detection System

(2019) Wala Saadeh et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Fall Detection and 3-D Indoor Localization by a Custom RFID Reader Embedded in a Smart e-Health Platform

(2019) Giacomo Paolini et al.   IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES

Connected Health: A Review Of Technologies And Strategies To Improve Patient Care With Telemedicine And Telehealth

(2014) Joseph Kvedar et al.   HEALTH AFFAIRS