Towards Synthesizing Twelve-Lead Electrocardiograms from Two Asynchronous Leads

no code implementations • 28 Feb 2021 • Yong-Yeon Jo, Young Sang Choi, Jong-Hwan Jang, Joon-Myoung Kwon

The electrocardiogram (ECG) records electrical signals in a non-invasive way to observe the condition of the heart, typically looking at the heart from 12 different directions.

Data Augmentation Vocal Bursts Valence Prediction

Optimizing Neural Network Scale for ECG Classification

no code implementations • 24 Aug 2023 • Byeong Tak Lee, Yong-Yeon Jo, Joon-Myoung Kwon

Although ECG signals are time-series data, CNN-based models have been shown to outperform other neural networks with different architectures in ECG analysis.

Classification ECG Classification +1