A Scalable and Transferable Federated Learning System for Classifying Healthcare Sensor Data

Study QoS-aware Fog Computing for Disease Diagnosis and Prognosis

(2022) Dandan Peng et al.   MOBILE NETWORKS & APPLICATIONS

Automatically Building Service-Based Systems With Function Relaxation

(2022) Le Sun et al.   IEEE Transactions on Cybernetics

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

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

On the Design of Blockchain-Based ECDSA With Fault-Tolerant Batch Verification Protocol for Blockchain-Enabled IoMT

(2021) Hu Xiong et al.   IEEE Journal of Biomedical and Health Informatics

BeatClass: A Sustainable ECG Classification System in IoT-Based eHealth

(2021) Le Sun et al.   IEEE Internet of Things Journal

Presence of Genetic Variants Among Young Men With Severe COVID-19

(2020) Caspar I. van der Made et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Federated Learning on Clinical Benchmark Data: Performance Assessment

(2020) Geun Hyeong Lee et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

A Deep Learning Model for Automated Sleep Stages Classification Using PSG Signals

(2019) Ozal Yildirim et al.   International Journal of Environmental Research and Public Health

Heartbeat classification using local transform pattern feature and hybrid neural fuzzy-logic system based on self-organizing map

(2019) Miran Lee et al.   Biomedical Signal Processing and Control

A body sensor data fusion and deep recurrent neural network-based behavior recognition approach for robust healthcare

(2019) Md. Zia Uddin et al.   Information Fusion

LSTM-Based ECG Classification for Continuous Monitoring on Personal Wearable Devices

(2019) Saeed Saadatnejad et al.   IEEE Journal of Biomedical and Health Informatics

Deep Learning for Smartphone-Based Malaria Parasite Detection in Thick Blood Smears

(2019) Feng Yang et al.   IEEE Journal of Biomedical and Health Informatics

A Universal Standard for the Validation of Blood Pressure Measuring Devices

(2018) George S. Stergiou et al.   HYPERTENSION

Patient-specific ECG classification by deeper CNN from generic to dedicated

(2018) Yazhao Li et al.   NEUROCOMPUTING

Heartbeat classification fusing temporal and morphological information of ECGs via ensemble of classifiers

(2018) V. Mondéjar-Guerra et al.   Biomedical Signal Processing and Control

Cloud-aided online EEG classification system for brain healthcare: A case study of depression evaluation with a lightweight CNN

(2018) Hengjin Ke et al.   SOFTWARE-PRACTICE & EXPERIENCE

Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification

(2018) Huy Phan et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

DeepSleepNet: A Model for Automatic Sleep Stage Scoring Based on Raw Single-Channel EEG

(2017) Akara Supratak et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Keyword Search for Building Service-Based Systems

(2017) Qiang He et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

Overcoming catastrophic forgetting in neural networks

(2017) James Kirkpatrick et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

ECG Authentication for Mobile Devices

(2016) Juan Sebastian Arteaga-Falconi et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Heartbeat classification using disease-specific feature selection

(2013) Zhancheng Zhang et al.   COMPUTERS IN BIOLOGY AND MEDICINE