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Electrocardiography (ECG)

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Showing 51–100 of 117 papers

TitleStatusHype
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
Edge computing in 5G cellular networks for real-time analysis of electrocardiography recorded with wearable textile sensors—0
Effects of lead position, cardiac rhythm variation and drug-induced QT prolongation on performance of machine learning methods for ECG processing—0
Adversarial Examples for Electrocardiograms—0
Electrocardiography Separation of Mother and Baby—0
Electromechanical Dynamics of the Heart: A Study of Cardiac Hysteresis During Physical Stress Test—0
End-to-End Deep Learning for Reliable Cardiac Activity Monitoring using Seismocardiograms—0
Finetuning and Quantization of EEG-Based Foundational BioSignal Models on ECG and PPG Data for Blood Pressure Estimation—0
Subject-based Non-contrastive Self-Supervised Learning for ECG Signal Processing—0
Atrial Fibrillation Detection Using Deep Features and Convolutional Networks—0
Support vector machine based arrhythmia classification using reduced features—0
Time series kernel similarities for predicting Paroxysmal Atrial Fibrillation from ECGs—0
Impact of ECG Dataset Diversity on Generalization of CNN Model for Detecting QRS Complex—0
Implementation of Neural Network and feature extraction to classify ECG signals—0
Inter-Patient ECG Heartbeat Classification with Temporal VCG Optimized by PSO—0
Interpretability Analysis of Heartbeat Classification Based on Heartbeat Activity’s Global Sequence Features and BiLSTM-Attention Neural Network—0
Interpretable ECG classification via a query-based latent space traversal (qLST)—0
Application of artificial intelligence techniques for automated detection of myocardial infarction: A review—0
ArrhythmiaVision: Resource-Conscious Deep Learning Models with Visual Explanations for ECG Arrhythmia Classification—0
Cross-Learning Between ECG and PCG: Exploring Common and Exclusive Characteristics of Bimodal Electromechanical Cardiac Waveforms—0
Application of federated learning techniques for arrhythmia classification using 12-lead ECG signals—0
Advancing Remote and Continuous Cardiovascular Patient Monitoring through a Novel and Resource-efficient IoT-Driven Framework—0
Mamba-based Deep Learning Approaches for Sleep Staging on a Wireless Multimodal Wearable System without Electroencephalography—0
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
Measurement of Individual Alteration in Perioperative ECGs During Elective Percutaneous Coronary Intervention—0
Application of deep convolutional neural network for automated detection of myocardial infarction using ecg signals—0
A Novel Deep Arrhythmia-Diagnosis Network for Atrial Fibrillation Classification Using Electrocardiogram Signals—0
Zodiac: A Cardiologist-Level LLM Framework for Multi-Agent Diagnostics—0
Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models?—0
TransfoRhythm: A Transformer Architecture Conductive to Blood Pressure Estimation via Solo PPG Signal Capturing—0
Multimodal Brain-Computer Interface for In-Vehicle Driver Cognitive Load Measurement: Dataset and Baselines—0
Multimodal contrastive learning for diagnosing cardiovascular diseases from electrocardiography (ECG) signals and patient metadata—0
Multimodal wearable EEG, EMG and accelerometry measurements improve the accuracy of tonic-clonic seizure detection in-hospital—0
Non-contact Atrial Fibrillation Detection from Face Videos by Learning Systolic Peaks—0
On Arrhythmia Detection by Deep Learning and Multidimensional Representation—0
Uncertainty-Aware PPG-2-ECG for Enhanced Cardiovascular Diagnosis using Diffusion Models—0
Analysis and classification of heart diseases using heartbeat features and machine learning algorithms—0
Performer: A Novel PPG-to-ECG Reconstruction Transformer for a Digital Biomarker of Cardiovascular Disease Detection—0
PPG-to-ECG Signal Translation for Continuous Atrial Fibrillation Detection via Attention-based Deep State-Space Modeling—0
Predicting Pulmonary Hypertension by Electrocardiograms Using Machine Learning—0
Q-Heart: ECG Question Answering via Knowledge-Informed Multimodal LLMs—0
Uncertainty Quantification in Machine Learning for Biosignal Applications -- A Review—0
Recognition of Patient Groups with Sleep Related Disorders using Bio-signal Processing and Deep Learning—0
AI Aided Noise Processing of Spintronic Based IoT Sensor for Magnetocardiography Application—0
Regularized HessELM and Inclined Entropy Measurement for Congestive Heart Failure Prediction—0
Remote atrial fibrillation burden estimation using deep recurrent neural network—0
Bilateral Signal Warping for Left Ventricular Hypertrophy Diagnosis—0
Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network—0
Backdoor Attacks against Transfer Learning with Pre-trained Deep Learning Models—0
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