Published June 11, 2026
| Version v1
Software
Open
MAE-based atrial fibrillation prediction
Description
Self-supervised masked autoencoder (MAE) pre-training on ECG signals, followed by downstream fine-tuning for atrial fibrillation (AF) prediction, with statistical evaluation utilities (AUROC with DeLong CIs, subgroup tests, time-to-event analysis).
Files
ecg-af-pred.zip
Files
(45.7 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:57da321e3a9e0f9e9249c8251f8b22df
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45.7 MB | Preview Download |
Additional details
Dates
- Created
-
2026-06-11
Software
- Programming language
- Python , Jupyter Notebook