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
Why this job: says: benchmark; topics: benchmark
What it does
Yet another ICU benchmark (YAIB) provides a framework for doing clinical machine learning experiments on Intensive Care Unit (ICU) and other Electronic Health Record (EHR) data.
Get started
git clone https://github.com/rvandewater/YAIB.git
cd YAIB - Maintenance
- Active
- Last commit yesterday
- Stars
- 112
- +1 this week
- Licence
- MIT
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v1.0.8
- Released 5 months ago
- Built with
- Python
- 99% of the code
Is it looked after?
- Contributors
- 1
- Last 90 days
- Issues
- 78% closed
- 32 still open
- Pull requests
- 148 merged
- 7 waiting
- Releases
- 7
- 3 in the last year
- Contributing guide (opens in new tab)
- No security policy
- No code of conduct
More: languages, topics and project record
Languages
- Python 99%
- Shell 1%
- Makefile <1%
Topics
- deep-learning
- machine-learning
- clinical-data
- ehr
- eicu-crd
- hirid-dataset
- mimic-iii
- mimic-iv
- amsterdamumcdb
- clinical-ml
- benchmark
- framework
Project record
- JobEvals and observability
- StatusListed
- Commits1,808
- Forks36
- Watching2
- Stars in 28 days+2
- CreatedAug 15, 2022
- First seen by usNov 7, 2026
- CheckedNov 9, 2026