Beat-ssl: Capturing Local ECG Morphology through Heartbeat-level Contrastive Learning with Soft Targets

Muhammad Ilham Rizqyawan, Peter Macfarlane, Stathis Hadjidemetriou +1

Obtaining labelled ECG data for developing supervised models is challenging. Contrastive learning (CL) has emerged as a promising pretraining approach that enables effective transf…