Monachino et al. investigate how to overcome the challenge of data scarcity in life-threatening arrhythmias (LTA) detection. They propose a transfer learning-based deep learning model that detects LTAs from single-lead ECGs with 92.68% sensitivity and 99.48% specificity and includes a confidence score to better support emergency response.
- Giuliana Monachino
- Beatrice Zanchi
- Francesca Dalia Faraci
