| Atrial Fibrillation Detection Using Deep Features and Convolutional Networks | Mar 28, 2019 | Arrhythmia DetectionAtrial Fibrillation Detection | —Unverified | 0 |
| Automated Diagnosis of Cardiovascular Diseases from Cardiac Magnetic Resonance Imaging Using Deep Learning Models: A Review | Oct 26, 2022 | DiagnosticElectrocardiography (ECG) | —Unverified | 0 |
| Automated Identication of Atrial Fibrillation from Single-lead ECGs Using Multi-branching ResNet | Jun 26, 2023 | Electrocardiography (ECG)Rhythm | —Unverified | 0 |
| Automatic Detection of Atrial Fibrillation Based on Continuous Wavelet Transform and 2D Convolutional Neural Networks | Aug 30, 2018 | Atrial Fibrillation DetectionElectrocardiography (ECG) | —Unverified | 0 |
| Automatic Detection of Congestive Heart Failure Based on a Hybrid Deep Learning Algorithm in the Internet of Medical Things | Sep 10, 2020 | Electrocardiography (ECG)Specificity | —Unverified | 0 |
| Automatic Diagnosis of Short-Duration 12-Lead ECG using a Deep Convolutional Network | Nov 28, 2018 | DiagnosticElectrocardiography (ECG) | —Unverified | 0 |
| Backdoor Attacks against Transfer Learning with Pre-trained Deep Learning Models | Jan 10, 2020 | Deep LearningElectrocardiography (ECG) | —Unverified | 0 |
| Bilateral Signal Warping for Left Ventricular Hypertrophy Diagnosis | Nov 13, 2024 | Electrocardiography (ECG) | —Unverified | 0 |
| Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network | Jan 7, 2019 | Arrhythmia DetectionDiagnostic | —Unverified | 0 |
| CLARE: Cognitive Load Assessment in REaltime with Multimodal Data | Apr 26, 2024 | Binary ClassificationDeep Learning | —Unverified | 0 |
| Multimodal wearable EEG, EMG and accelerometry measurements improve the accuracy of tonic-clonic seizure detection in-hospital | Mar 19, 2024 | Brain DecodingEEG | —Unverified | 0 |
| Non-contact Atrial Fibrillation Detection from Face Videos by Learning Systolic Peaks | Oct 14, 2021 | Atrial Fibrillation DetectionElectrocardiography (ECG) | —Unverified | 0 |
| On Arrhythmia Detection by Deep Learning and Multidimensional Representation | Mar 30, 2019 | Arrhythmia DetectionDeep Learning | —Unverified | 0 |
| Performer: A Novel PPG-to-ECG Reconstruction Transformer for a Digital Biomarker of Cardiovascular Disease Detection | Apr 25, 2022 | Electrocardiography (ECG)Photoplethysmography (PPG) | —Unverified | 0 |
| PPG-to-ECG Signal Translation for Continuous Atrial Fibrillation Detection via Attention-based Deep State-Space Modeling | Sep 27, 2023 | Atrial Fibrillation DetectionDiagnostic | —Unverified | 0 |
| Predicting Pulmonary Hypertension by Electrocardiograms Using Machine Learning | Apr 24, 2023 | Data AugmentationElectrocardiography (ECG) | —Unverified | 0 |
| Q-Heart: ECG Question Answering via Knowledge-Informed Multimodal LLMs | May 7, 2025 | Electrocardiography (ECG)Language Modeling | —Unverified | 0 |
| Recognition of Patient Groups with Sleep Related Disorders using Bio-signal Processing and Deep Learning | Nov 10, 2021 | Electrocardiography (ECG) | —Unverified | 0 |
| Regularized HessELM and Inclined Entropy Measurement for Congestive Heart Failure Prediction | Jul 12, 2019 | BIG-bench Machine LearningElectrocardiography (ECG) | —Unverified | 0 |
| Remote atrial fibrillation burden estimation using deep recurrent neural network | Aug 5, 2020 | Electrocardiography (ECG)Prognosis | —Unverified | 0 |
| Reservoir Computing Models for Patient-Adaptable ECG Monitoring in Wearable Devices | Jul 22, 2019 | Arrhythmia DetectionComputational Efficiency | —Unverified | 0 |
| Segmentation-based Extraction of Key Components from ECG Images: A Framework for Precise Classification and Digitization | Dec 20, 2024 | Deep LearningDiversity | —Unverified | 0 |
| Semi-Supervised Learning for Multi-Label Cardiovascular Diseases Prediction:A Multi-Dataset Study | Jun 18, 2023 | Data AugmentationDiagnostic | —Unverified | 0 |
| Sleep Model -- A Sequence Model for Predicting the Next Sleep Stage | Feb 17, 2023 | ClassificationEEG | —Unverified | 0 |
| Sleep stage classification from heart-rate variability using long short-term memory neural networks | Oct 2, 2019 | Electrocardiography (ECG)General Classification | —Unverified | 0 |