A multi-label classification system for anomaly classification in electrocardiogram

IoT based ECG monitoring system with encryption and authentication in secure data transmission for clinical health care approach

(2022) Nisha Raheja et al.   Biomedical Signal Processing and Control

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

(2022) Le Sun et al.   IEEE Journal of Biomedical and Health Informatics

LPClass: Lightweight Personalized Sensor Data Classification in Computational Social Systems

(2022) Qiandi Yu et al.   IEEE Transactions on Computational Social Systems

Automatically Building Service-Based Systems With Function Relaxation

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

From ECG signals to images: a transformation based approach for deep learning

(2021) Mahwish Naz et al.   PeerJ Computer Science

A review on segmentation of lung parenchyma based on deep learning methods

(2021) Wenjun Tan et al.   Journal of X-Ray Science and Technology

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

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

A framework for cardiac arrhythmia detection from IoT-based ECGs

(2020) Jinyuan He et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

Opportunities and challenges of deep learning methods for electrocardiogram data: A systematic review

(2020) Shenda Hong et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Automated Atrial Fibrillation Detection using a Hybrid CNN-LSTM Network on Imbalanced ECG Datasets

(2020) Georgios Petmezas et al.   Biomedical Signal Processing and Control

Privacy-preserving compression model for efficient IoMT ECG sharing

(2020) Ayman Ibaida et al.   COMPUTER COMMUNICATIONS

Selective encryption on ECG data in body sensor network based on supervised machine learning

(2019) Han Qiu et al.   Information Fusion

Detection of myocardial infarction in 12 lead ECG using support vector machine

(2018) Ashok Kumar Dohare et al.   APPLIED SOFT COMPUTING

ECG Data Encryption Then Compression Using Singular Value Decomposition

(2018) Ting Yu Liu et al.   IEEE Journal of Biomedical and Health Informatics

A New Automated Signal Quality-Aware ECG Beat Classification Method for Unsupervised ECG Diagnosis Environments

(2018) Udit Satija et al.   IEEE SENSORS JOURNAL

ECG Signal Classification Using Various Machine Learning Techniques

(2018) S Celin et al.   JOURNAL OF MEDICAL SYSTEMS

Multi-window based ensemble learning for classification of imbalanced streaming data

(2017) Hu Li et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS