Published March 20, 2024
| Version WARN_v1.0
Software
Open
WARN: Early Warning of Atrial Fibrillation Using Deep Learning
Creators
-
1.
University of Luxembourg
-
2.
Huazhong University of Science and Technology
- 3. Northwestern University
-
4.
University of Cambridge
Description
This repository provides scripts and libraries for training a neural network model that can predict atrial fibrillation from RR intervals. Processing ECG data into RR intervals, generating recurrence plots (RP) and labelling them based on the presence of atrial fibrillation.
Files
marino-gavidia/WARN-WARN_v1.0.zip
Files
(227.2 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:84d453030c2e5686a14cf7dc336fcb2b
|
227.2 MB | Preview Download |
Additional details
Related works
- Is supplement to
- Software: https://github.com/marino-gavidia/WARN/tree/WARN_v1.0 (URL)
Software
- Repository URL
- https://github.com/marino-gavidia/WARN
References
- Gavidia, M., Zhu, H., Montanari, A. N., Fuentes, J., Cheng, C., Dubner, S., ... & Goncalves, J. Early Warning of Atrial Fibrillation Using Deep Learning. Patterns, 2024.