Code and website related to the eICU Collaborative Research Database

A toolkit for evaluating and monitoring AI models in clinical settings

🧪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

Materials for the BIDMC datathon (Sat 29 Feb 2020)

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

Materials for the Tokyo datathon (March 2019)

AwesomeEHR is an open-source PostgreSQL collections designed to streamline the extraction and analysis of Electronic Health Records (EHR) data from MIMIC-IV and eICU-CRD, with a particular focus on ICU critical conditions.

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

Repository moved

Data preprocessing pipeline for eICU

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

Team Cyan's function toolbox for exploring databases

Repository for the Open Science Fair 2017 workshop

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

eICU workshop presented at Hack Aotearoa