04:00
2026-08-14
machinebrief.com
machine-learning
The Impact of Temporal Context Length and Encoding Strategies on Self-Supervised ECG Representation Learning
A controlled study on the Icentia11k single-lead dataset found that self-supervised ECG models trained on longer input horizons (5 and 10 minutes) achieve stronger transfer and higher retrieval accura…