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Electrocardiography (ECG)

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Showing 51–100 of 117 papers

TitleStatusHype
Atrial Fibrillation Detection Using Deep Features and Convolutional Networks—0
Automated Diagnosis of Cardiovascular Diseases from Cardiac Magnetic Resonance Imaging Using Deep Learning Models: A Review—0
Automated Identication of Atrial Fibrillation from Single-lead ECGs Using Multi-branching ResNet—0
Automatic Detection of Atrial Fibrillation Based on Continuous Wavelet Transform and 2D Convolutional Neural Networks—0
Automatic Detection of Congestive Heart Failure Based on a Hybrid Deep Learning Algorithm in the Internet of Medical Things—0
Automatic Diagnosis of Short-Duration 12-Lead ECG using a Deep Convolutional Network—0
Backdoor Attacks against Transfer Learning with Pre-trained Deep Learning Models—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
CLARE: Cognitive Load Assessment in REaltime with Multimodal Data—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
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
Recognition of Patient Groups with Sleep Related Disorders using Bio-signal Processing and Deep Learning—0
Regularized HessELM and Inclined Entropy Measurement for Congestive Heart Failure Prediction—0
Remote atrial fibrillation burden estimation using deep recurrent neural network—0
Reservoir Computing Models for Patient-Adaptable ECG Monitoring in Wearable Devices—0
Segmentation-based Extraction of Key Components from ECG Images: A Framework for Precise Classification and Digitization—0
Semi-Supervised Learning for Multi-Label Cardiovascular Diseases Prediction:A Multi-Dataset Study—0
Sleep Model -- A Sequence Model for Predicting the Next Sleep Stage—0
Sleep stage classification from heart-rate variability using long short-term memory neural networks—0
Subject-based Non-contrastive Self-Supervised Learning for ECG Signal Processing—0
Support vector machine based arrhythmia classification using reduced features—0
Time series kernel similarities for predicting Paroxysmal Atrial Fibrillation from ECGs—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
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
Uncertainty-Aware PPG-2-ECG for Enhanced Cardiovascular Diagnosis using Diffusion Models—0
Uncertainty Quantification in Machine Learning for Biosignal Applications -- A Review—0
Cross-Learning Between ECG and PCG: Exploring Common and Exclusive Characteristics of Bimodal Electromechanical Cardiac Waveforms—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
Mamba-based Deep Learning Approaches for Sleep Staging on a Wireless Multimodal Wearable System without Electroencephalography—0
Measurement of Individual Alteration in Perioperative ECGs During Elective Percutaneous Coronary Intervention—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
Flexible framework for generating synthetic electrocardiograms and photoplethysmogramsCode0
Heartbeat classification fusing temporal and morphological information of ECGs via ensemble of classifiersCode0
HKF: Hierarchical Kalman Filtering with Online Learned Evolution Priors for Adaptive ECG DenoisingCode0
Comparing feature-based classifiers and convolutional neural networks to detect arrhythmia from short segments of ECGCode0
An Open-source Toolbox for Analysing and Processing PhysioNet Databases in MATLAB and OctaveCode0
OpenDriver: An Open-Road Driver State Detection DatasetCode0
Deep Learning for ECG ClassificationCode0
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