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 1,478 (last one 15 days ago)

Stargazers 62 (0 this week)

Watchers 4 (0 this week)

Forks 12

License mit

Ranking

RepositoryStats indexes 623,448 repositories, of these rvandewater/YAIB is ranked #420,377 (33rd percentile) for total stargazers, and #383,950 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #81,091/126,565.

rvandewater/YAIB is also tagged with popular topics, for these it's ranked: deep-learning (#6,518/8750), machine-learning (#6,205/8322), framework (#1,502/1872), benchmark (#584/811), time-series (#521/692)

Other Information

rvandewater/YAIB has 3 open pull requests on Github, 82 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 10 open issues and 66 closed issues.

There have been 4 releases, the latest one was published on 2024-10-18 (4 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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1,457 commits on the default branch (development) since jan '22

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updated: 2025-03-01 @ 02:00am, id: 524922568 / R_kgDOH0muyA