rvandewater / YAIB

🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datasets, cohorts, prediction tasks, endpoints, preprocessing, and models. Paper: https://arxiv.org/abs/2306.05109

Date Created 2022-08-15 (2 years ago)

Commits 1,475 (last one 17 days ago)

Stargazers 51 (0 this week)

Watchers 5 (0 this week)

Forks 9

License mit

Ranking

RepositoryStats indexes 579,555 repositories, of these rvandewater/YAIB is ranked #453,389 (22nd percentile) for total stargazers, and #331,043 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #86,226/115,123.

rvandewater/YAIB is also tagged with popular topics, for these it's ranked: deep-learning (#6,873/8344), machine-learning (#6,553/7877), framework (#1,576/1785), benchmark (#612/752), time-series (#543/653)

Other Information

rvandewater/YAIB has 2 open pull requests on Github, 81 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 9 open issues and 65 closed issues.

There have been 4 releases, the latest one was published on 2024-10-18 (20 days ago) with the name Refactoring and feature additions.

Homepage URL: https://github.com/rvandewater/YAIB/wiki

All Topics

ehr icu eicu-crd mimic-iv benchmark framework mimic-iii clinical-ml time-series clinical-data deep-learning hirid-dataset amsterdamumcdb machine-learning patient-monitoring

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1,454 commits on the default branch (development) since jan '22

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updated: 2024-11-05 @ 02:16pm, id: 524922568 / R_kgDOH0muyA