Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by rvandewater
A curated list of projects in awesome lists by rvandewater .
https://github.com/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
amsterdamumcdb benchmark clinical-data clinical-ml deep-learning ehr eicu-crd framework hirid-dataset icu machine-learning mimic-iii mimic-iv patient-monitoring time-series
Last synced: 16 Dec 2024
https://github.com/rvandewater/yaib-models
🧠Models trained for the publication of Yet Another ICU Benchmark
Last synced: 15 Dec 2024
https://github.com/rvandewater/cass-propel
Complete evaluation of traditional "SK-learn like" machine learning models for post-operative complications This repository serves to evaluate the performance of traditional machine learning models available from Scikit-learn for the prediction of post-operative complications.
Last synced: 28 Oct 2024
https://github.com/rvandewater/recipys
🥧ReciPys: easily define and execute preprocessing and feature engineering steps on Pandas dataframes.
data-science pandas python scikit-learn tidymodels
Last synced: 10 Oct 2024