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

FedHealth: A Federated Transfer Learning Framework for Wearable Healthcare

(2020) Yiqiang Chen et al.   IEEE INTELLIGENT SYSTEMS

Federated Machine Learning

(2019) Qiang Yang et al.   ACM Transactions on Intelligent Systems and Technology

A Low Power Fall Sensing Technology Based on FD-CNN

(2019) Jian He et al.   IEEE SENSORS JOURNAL

A Comprehensive Analysis of Synthetic Minority Oversampling Technique (SMOTE) for handling class imbalance

(2019) Dina Elreedy et al.   INFORMATION SCIENCES

Privacy-Preserving Deep Learning via Additively Homomorphic Encryption

(2018) Le Trieu Phong et al.   IEEE Transactions on Information Forensics and Security

Deep learning for sensor-based activity recognition: A Survey

(2018) Jindong Wang et al.   PATTERN RECOGNITION LETTERS

Using Smart City Technology to Make Healthcare Smarter

(2018) Diane J. Cook et al.   PROCEEDINGS OF THE IEEE

UbeHealth: A Personalized Ubiquitous Cloud and Edge-Enabled Networked Healthcare System for Smart Cities

(2018) Thaha Muhammed et al.   IEEE Access

Fog Assisted-IoT Enabled Patient Health Monitoring in Smart Homes

(2018) Prabal Verma et al.   IEEE Internet of Things Journal

Automatic Classification of Tremor Severity in Parkinson’s Disease Using a Wearable Device

(2017) Hyoseon Jeon et al.   SENSORS

Deep Feature Learning for Medical Image Analysis with Convolutional Autoencoder Neural Network

(2017) Min Chen et al.   IEEE Transactions on Big Data

Exploiting IoT technologies for enhancing Health Smart Homes through patient identification and emotion recognition

(2016) Leandro Y. Mano et al.   COMPUTER COMMUNICATIONS

A Smart Device Enabled System for Autonomous Fall Detection and Alert

(2016) Jian He et al.   International Journal of Distributed Sensor Networks

Security challenges for medical devices

(2015) Johannes Sametinger et al.   COMMUNICATIONS OF THE ACM

An automatic mobile-health based approach for EEG epileptic seizures detection

(2015) Mohamed EL Menshawy et al.   EXPERT SYSTEMS WITH APPLICATIONS

Power-Efficient Interrupt-Driven Algorithms for Fall Detection and Classification of Activities of Daily Living

(2015) Jian Yuan et al.   IEEE SENSORS JOURNAL

Mobile Human Airbag System for Fall Protection Using MEMS Sensors and Embedded SVM Classifier

(2009) Guangyi Shi et al.   IEEE SENSORS JOURNAL