专题:ECG Monitoring and Analysis

This cluster of papers focuses on the analysis, classification, and processing of electrocardiogram (ECG) signals for applications such as arrhythmia detection, cardiac health diagnosis, and physiological monitoring. The papers cover topics including deep learning, wavelet transform, signal quality assessment, noise reduction, and real-time ECG monitoring for telemedicine.
最新文献
ECG-FM: an open electrocardiogram foundation model

article Full Text OpenAlex

Advanced Wearable Medical Devices and Their Role in Transformative Remote Health Monitoring

book-chapter Full Text OpenAlex

A comprehensive hybrid model for early detection of cardiovascular diseases using integrated CardioXGBoost and long short-term memory networks

article Full Text OpenAlex

Alarm fatigue in healthcare: a scoping review of definitions, influencing factors, and mitigation strategies

review Full Text OpenAlex

SDEMG: Score-Based Diffusion Model for Surface Electromyographic Signal Denoising

preprint Full Text OpenAlex

Design and Implementation for EEG Artifact Detection and Removal Technique for Neuro Training Application

book-chapter Full Text OpenAlex

Learning with incomplete labels of multisource datasets for ECG classification

article Full Text OpenAlex

Convolutional neural network (CNN)-enabled electrocardiogram (ECG) analysis: a comparison between standard twelve-lead and single-lead setups

article Full Text OpenAlex

Learning Representations for Multilead Electrocardiograms From Morphology-Rhythm Contrast

article Full Text OpenAlex

Evaluation of an algorithm‐guided photoplethysmography for atrial fibrillation burden using a smartwatch

article Full Text OpenAlex

近5年高被引文献
NeuroKit2: A Python toolbox for neurophysiological signal processing

article Full Text OpenAlex 1061 FWCI97.88870276

Artificial intelligence-enhanced electrocardiography in cardiovascular disease management

review Full Text OpenAlex 743 FWCI93.86539882

Smart wearable devices in cardiovascular care: where we are and how to move forward

review Full Text OpenAlex 714 FWCI93.15564156

Prediction of Heart Disease Using a Combination of Machine Learning and Deep Learning

article Full Text OpenAlex 532 FWCI121.04094273

Reinforcement Learning in Healthcare: A Survey

review Full Text OpenAlex 432 FWCI47.26969768

Digital Twin for Intelligent Context-Aware IoT Healthcare Systems

article Full Text OpenAlex 384 FWCI43.74966054

EEG Based Emotion Recognition: A Tutorial and Review

review Full Text OpenAlex 375 FWCI60.03482145

Machine learning-based heart disease diagnosis: A systematic literature review

review Full Text OpenAlex 345 FWCI76.0605912

Deep learning in ECG diagnosis: A review

review Full Text OpenAlex 336 FWCI42.76287546

Heart disease prediction using machine learning algorithms

article Full Text OpenAlex 334 FWCI46.48362237