Remote and wearable ECG devices with diagnostic abilities in adults: A state-of-the-science scoping review
The electrocardiogram (ECG) records the electrical activity in the heart in real time, providing
an important opportunity to detecting various cardiac pathologies. The 12-lead ECG …
an important opportunity to detecting various cardiac pathologies. The 12-lead ECG …
[HTML][HTML] Restoration of missing or low-quality 12-lead ECG signals using ensemble deep-learning model with optimal combination
Abstract Background and Objective In a 12-lead electrocardiogram (ECG) examination, the
ECG signals often have low-quality data problems due to high-frequency noise caused by …
ECG signals often have low-quality data problems due to high-frequency noise caused by …
Generated ECG signal feasibility evaluation for classification
Nowadays, Electrocardiogram (ECG) signals can be measured using wearable devices,
such as smart watches. In this study, 12-lead ECG signals were generated from lead I and …
such as smart watches. In this study, 12-lead ECG signals were generated from lead I and …
Enhancing Interpretability in Image-Based ECG exams for Atrial Fibrillation Classification Using Deep Learning
In the domain of ECG arrhythmia classification tasks, deep neural networks have emerged
as the leading approach. However, their lack of transparency presents challenges in …
as the leading approach. However, their lack of transparency presents challenges in …