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
The Fibrillatory Wave Amplitude of ECG Decreases Over Time in Patients With Persistent AF: A Retrospective Cohort Study

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Foundation models for electrocardiogram interpretation: clinical implications

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Enhanced Detection and Prompt Diagnosis of Atrial Fibrillation Using Apple Watch

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Detecting faulty lithium-ion cells in large-scale parallel battery packs using current distributions

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The first institutional survey on implementing an artificial intelligence application for ECG diagnostics: integration across medical specialties in routine clinical practice

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Versatile cardiovascular signal generation with a unified diffusion transformer

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Adaptive Layer-Dependent Threshold Function for Wavelet Denoising of ECG and Multimode Fiber Cardiorespiratory Signals

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ECG signal protection using redundant discrete wavelet transform-based data hiding

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A Comprehensive Review of Explainable AI in Deep Learning Algorithms for EEG Analysis

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Artificial Intelligence and the Future of Cardiac Implantable Electronic Devices: Diagnostics, Monitoring, and Therapy

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近5年高被引文献
EEG Based Emotion Recognition: A Tutorial and Review

review Full Text OpenAlex 418 FWCI47.4411

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

review Full Text OpenAlex 368 FWCI58.4415

Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive review

review Full Text OpenAlex 361 FWCI39.4246

Detection of Atrial Fibrillation in a Large Population Using Wearable Devices: The Fitbit Heart Study

article Full Text OpenAlex 299 FWCI45.4741

A Comprehensive Review on Machine Learning in Healthcare Industry: Classification, Restrictions, Opportunities and Challenges

review Full Text OpenAlex 280 FWCI107.2861

IoT-Cloud-Based Smart Healthcare Monitoring System for Heart Disease Prediction via Deep Learning

article Full Text OpenAlex 244 FWCI63.4966

How to use digital devices to detect and manage arrhythmias: an EHRA practical guide

article Full Text OpenAlex 243 FWCI38.9108

PhysFormer: Facial Video-based Physiological Measurement with Temporal Difference Transformer

article Full Text OpenAlex 242 FWCI75.9092

Machine learning for ECG diagnosis and risk stratification of occlusion myocardial infarction

article Full Text OpenAlex 237 FWCI52.9114

Electroencephalography Signal Processing: A Comprehensive Review and Analysis of Methods and Techniques

review Full Text OpenAlex 220 FWCI39.455