Code and website related to the eICU Collaborative Research Database

• UpdatedDec 19, 2024
• Jupyter Notebook

A toolkit for evaluating and monitoring AI models in clinical settings

• UpdatedMar 17, 2025
• Python

🧪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

• UpdatedFeb 26, 2025
• Python

Materials for the BIDMC datathon (Sat 29 Feb 2020)

• UpdatedJun 17, 2024
• Jupyter Notebook

Data descriptor of the eICU Collaborative Research Database for submission to Scientific Data

• UpdatedAug 1, 2018
• Jupyter Notebook

Materials for the Tokyo datathon (March 2019)

• UpdatedMar 14, 2019
• Jupyter Notebook

Resources for our Workshop at the 2019 Machine Learning in Healthcare Conference

• UpdatedAug 8, 2019
• Jupyter Notebook

Repository moved

• UpdatedApr 24, 2018

Materials for the eICU Collaborative Research Database tutorial at ACM-BCB 2017

• UpdatedAug 22, 2017
• Jupyter Notebook

Team Cyan's function toolbox for exploring databases

• UpdatedFeb 10, 2021
• Python

Repository for the Open Science Fair 2017 workshop

• UpdatedSep 4, 2017
• Jupyter Notebook

Docker container building scripts for MIMIC-IV, MIMIC-III, and eICU.

• UpdatedDec 17, 2024
• Python

• UpdatedOct 27, 2017

eICU workshop presented at Hack Aotearoa

• UpdatedMar 2, 2019
• Jupyter Notebook