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 2 months ago)

Stargazers 56 (0 this week)

Watchers 5 (0 this week)

Forks 10

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Ranking

RepositoryStats indexes 598,732 repositories, of these rvandewater/YAIB is ranked #437,094 (27th percentile) for total stargazers, and #336,587 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #83,792/120,199.

rvandewater/YAIB is also tagged with popular topics, for these it's ranked: deep-learning (#6,732/8543), machine-learning (#6,420/8091), framework (#1,545/1828), benchmark (#597/781), time-series (#528/674)

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 (2 months 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: 2024-12-20 @ 10:09pm, id: 524922568 / R_kgDOH0muyA