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Electrocardiography (ECG)

Papers

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Showing 51–100 of 117 papers

TitleStatusHype
Towards Personalized Healthcare in Cardiac Population: The Development of a Wearable ECG Monitoring System, an ECG Lossy Compression Schema, and a ResNet-Based AF Detector—0
Classification of ECG based on Hybrid Features using CNNs for Wearable Applications—0
Performer: A Novel PPG-to-ECG Reconstruction Transformer for a Digital Biomarker of Cardiovascular Disease Detection—0
Investigating Deep Learning Benchmarks for Electrocardiography Signal ProcessingCode2
Blind ECG Restoration by Operational Cycle-GANsCode1
Interpretable ECG classification via a query-based latent space traversal (qLST)—0
Recognition of Patient Groups with Sleep Related Disorders using Bio-signal Processing and Deep Learning—0
MAUS: A Dataset for Mental Workload Assessmenton N-back Task Using Wearable SensorCode0
Non-contact Atrial Fibrillation Detection from Face Videos by Learning Systolic Peaks—0
ECG-Based Heart Arrhythmia Diagnosis Through Attentional Convolutional Neural NetworksCode1
Edge computing in 5G cellular networks for real-time analysis of electrocardiography recorded with wearable textile sensors—0
Application of artificial intelligence techniques for automated detection of myocardial infarction: A review—0
Designing ECG Monitoring Healthcare System with Federated Transfer Learning and Explainable AI—0
Patient Contrastive Learning: a Performant, Expressive, and Practical Approach to ECG ModelingCode1
Self-supervised representation learning from 12-lead ECG dataCode1
Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG ClassificationCode1
SRECG: ECG Signal Super-resolution Framework for Portable/Wearable Devices in Cardiac Arrhythmias ClassificationCode0
End-to-End Deep Learning for Reliable Cardiac Activity Monitoring using Seismocardiograms—0
Automatic Detection of Congestive Heart Failure Based on a Hybrid Deep Learning Algorithm in the Internet of Medical Things—0
Remote atrial fibrillation burden estimation using deep recurrent neural network—0
Backdoor Attacks against Transfer Learning with Pre-trained Deep Learning Models—0
Effects of lead position, cardiac rhythm variation and drug-induced QT prolongation on performance of machine learning methods for ECG processing—0
Diffeomorphic Temporal Alignment NetsCode0
AI Aided Noise Processing of Spintronic Based IoT Sensor for Magnetocardiography Application—0
Sleep stage classification from heart-rate variability using long short-term memory neural networks—0
A convolutional neural network approach to detect congestive heart failure—0
Analysis and classification of heart diseases using heartbeat features and machine learning algorithms—0
Complex Deep Learning Models for Denoising of Human Heart ECG signals—0
Interpretability Analysis of Heartbeat Classification Based on Heartbeat Activity’s Global Sequence Features and BiLSTM-Attention Neural Network—0
Reservoir Computing Models for Patient-Adaptable ECG Monitoring in Wearable Devices—0
A Fast Machine Learning Model for ECG-Based Heartbeat Classification and Arrhythmia Detection—0
Regularized HessELM and Inclined Entropy Measurement for Congestive Heart Failure Prediction—0
Impact of ECG Dataset Diversity on Generalization of CNN Model for Detecting QRS Complex—0
MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography SignalsCode0
A Novel Deep Arrhythmia-Diagnosis Network for Atrial Fibrillation Classification Using Electrocardiogram Signals—0
Adversarial Examples for Electrocardiograms—0
Deep neural networks can predict mortality from 12-lead electrocardiogram voltage data—0
Automatic diagnosis of the 12-lead ECG using a deep neural networkCode0
On Arrhythmia Detection by Deep Learning and Multidimensional Representation—0
Deep Network for Capacitive ECG Denoising—0
Atrial Fibrillation Detection Using Deep Features and Convolutional Networks—0
Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network—0
Heartbeat classification fusing temporal and morphological information of ECGs via ensemble of classifiersCode0
ECG Segmentation by Neural Networks: Errors and CorrectionCode0
Automatic Diagnosis of Short-Duration 12-Lead ECG using a Deep Convolutional Network—0
A Comparison of 1-D and 2-D Deep Convolutional Neural Networks in ECG ClassificationCode1
Arrhythmia Detection Using Deep Convolutional Neural Network With Long Duration ECG SignalsCode0
Automatic Detection of Atrial Fibrillation Based on Continuous Wavelet Transform and 2D Convolutional Neural Networks—0
Towards understanding ECG rhythm classification using convolutional neural networks and attention mappingsCode0
VFPred: A Fusion of Signal Processing and Machine Learning techniques in Detecting Ventricular Fibrillation from ECG SignalsCode1
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