Patient Contrastive Learning: a Performant, Expressive, and Practical Approach to ECG Modeling

Nathaniel Diamant, Erik Reinertsen, Steven Song +3

Supervised machine learning applications in health care are often limited due to a scarcity of labeled training data. To mitigate this effect of small sample size, we introduce a p…