| Measurement of Individual Alteration in Perioperative ECGs During Elective Percutaneous Coronary Intervention | Feb 10, 2023 | Electrocardiography (ECG) | —Unverified | 0 | 0 |
| Application of deep convolutional neural network for automated detection of myocardial infarction using ecg signals | Jun 1, 2017 | DiagnosticElectrocardiography (ECG) | —Unverified | 0 | 0 |
| A Novel Deep Arrhythmia-Diagnosis Network for Atrial Fibrillation Classification Using Electrocardiogram Signals | May 24, 2019 | Arrhythmia DetectionAtrial Fibrillation Detection | —Unverified | 0 | 0 |
| Zodiac: A Cardiologist-Level LLM Framework for Multi-Agent Diagnostics | Oct 2, 2024 | Electrocardiography (ECG) | —Unverified | 0 | 0 |
| Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models? | Jan 21, 2023 | Electrocardiography (ECG)zero-shot-classification | —Unverified | 0 | 0 |
| TransfoRhythm: A Transformer Architecture Conductive to Blood Pressure Estimation via Solo PPG Signal Capturing | Apr 15, 2024 | Blood pressure estimationElectrocardiography (ECG) | —Unverified | 0 | 0 |
| Multimodal Brain-Computer Interface for In-Vehicle Driver Cognitive Load Measurement: Dataset and Baselines | Apr 9, 2023 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Multimodal contrastive learning for diagnosing cardiovascular diseases from electrocardiography (ECG) signals and patient metadata | Apr 18, 2023 | Contrastive LearningElectrocardiography (ECG) | —Unverified | 0 | 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 | 0 |
| Non-contact Atrial Fibrillation Detection from Face Videos by Learning Systolic Peaks | Oct 14, 2021 | Atrial Fibrillation DetectionElectrocardiography (ECG) | —Unverified | 0 | 0 |
| On Arrhythmia Detection by Deep Learning and Multidimensional Representation | Mar 30, 2019 | Arrhythmia DetectionDeep Learning | —Unverified | 0 | 0 |
| Uncertainty-Aware PPG-2-ECG for Enhanced Cardiovascular Diagnosis using Diffusion Models | May 19, 2024 | Electrocardiography (ECG)Photoplethysmography (PPG) | —Unverified | 0 | 0 |
| Analysis and classification of heart diseases using heartbeat features and machine learning algorithms | Aug 31, 2019 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 | 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 | 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 | 0 |
| Predicting Pulmonary Hypertension by Electrocardiograms Using Machine Learning | Apr 24, 2023 | Data AugmentationElectrocardiography (ECG) | —Unverified | 0 | 0 |
| Q-Heart: ECG Question Answering via Knowledge-Informed Multimodal LLMs | May 7, 2025 | Electrocardiography (ECG)Language Modeling | —Unverified | 0 | 0 |
| Uncertainty Quantification in Machine Learning for Biosignal Applications -- A Review | Nov 15, 2023 | DiagnosticEEG | —Unverified | 0 | 0 |
| Recognition of Patient Groups with Sleep Related Disorders using Bio-signal Processing and Deep Learning | Nov 10, 2021 | Electrocardiography (ECG) | —Unverified | 0 | 0 |
| AI Aided Noise Processing of Spintronic Based IoT Sensor for Magnetocardiography Application | Nov 8, 2019 | Electrocardiography (ECG) | —Unverified | 0 | 0 |
| Regularized HessELM and Inclined Entropy Measurement for Congestive Heart Failure Prediction | Jul 12, 2019 | BIG-bench Machine LearningElectrocardiography (ECG) | —Unverified | 0 | 0 |
| Remote atrial fibrillation burden estimation using deep recurrent neural network | Aug 5, 2020 | Electrocardiography (ECG)Prognosis | —Unverified | 0 | 0 |
| Bilateral Signal Warping for Left Ventricular Hypertrophy Diagnosis | Nov 13, 2024 | Electrocardiography (ECG) | —Unverified | 0 | 0 |
| Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network | Jan 7, 2019 | Arrhythmia DetectionDiagnostic | —Unverified | 0 | 0 |
| Backdoor Attacks against Transfer Learning with Pre-trained Deep Learning Models | Jan 10, 2020 | Deep LearningElectrocardiography (ECG) | —Unverified | 0 | 0 |