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".

Date Created 2021-02-12 (3 years ago)

Commits 14 (last one about a year ago)

Stargazers 64 (0 this week)

Watchers 3 (0 this week)

Forks 23

License mit

Ranking

RepositoryStats indexes 595,856 repositories, of these antonior92/ecg-age-prediction is ranked #398,019 (33rd percentile) for total stargazers, and #427,587 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #75,766/119,431.

antonior92/ecg-age-prediction is also tagged with popular topics, for these it's ranked: deep-learning (#6,295/8512), machine-learning (#5,992/8063), pytorch (#4,449/6025), neural-networks (#552/728), convolutional-neural-networks (#406/549)

Other Information

antonior92/ecg-age-prediction has Github issues enabled, there are 2 open issues and 3 closed issues.

There have been 1 release, the latest one was published on 2021-06-17 (3 years ago) with the name ECG-age prediction: v1.0.

Homepage URL: https://www.nature.com/articles/s41467-021-25351-7

All Topics

ecg pytorch ecg-signal ecg-records deep-learning age-prediction biological-age neural-networks machine-learning convolutional-neural-networks

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

8 commits on the default branch (main) since jan '22

Yearly Commits

Commits to the default branch (main) per year

Issue History

Languages

The only known language in this repository is Python

updated: 2024-12-15 @ 10:45am, id: 338388723 / R_kgDOFCtm8w