Published June 11, 2026 | Version v1
Software Open

MAE-based atrial fibrillation prediction

Authors/Creators

  • 1. VUNO Inc.

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
md5:57da321e3a9e0f9e9249c8251f8b22df
45.7 MB Preview Download

Additional details

Dates

Created
2026-06-11

Software

Programming language
Python , Jupyter Notebook