https://github.com/antonior92/ecg-age-prediction
Scripts and modules for training and testing neural network for age prediction from the ECG. Companion code to the paper "Deep neural network-estimated electrocardiographic age as a mortality predictor".
https://github.com/antonior92/ecg-age-prediction
age-prediction biological-age convolutional-neural-networks deep-learning ecg ecg-records ecg-signal machine-learning neural-networks pytorch
Last synced: over 1 year ago
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Scripts and modules for training and testing neural network for age prediction from the ECG. Companion code to the paper "Deep neural network-estimated electrocardiographic age as a mortality predictor".
- Host: GitHub
- URL: https://github.com/antonior92/ecg-age-prediction
- Owner: antonior92
- License: mit
- Created: 2021-02-12T17:37:40.000Z (over 5 years ago)
- Default Branch: main
- Last Pushed: 2023-09-05T08:01:29.000Z (almost 3 years ago)
- Last Synced: 2025-03-28T17:47:22.840Z (over 1 year ago)
- Topics: age-prediction, biological-age, convolutional-neural-networks, deep-learning, ecg, ecg-records, ecg-signal, machine-learning, neural-networks, pytorch
- Language: Python
- Homepage: https://www.nature.com/articles/s41467-021-25351-7
- Size: 13.7 KB
- Stars: 68
- Watchers: 2
- Forks: 25
- Open Issues: 2