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

Language: Python - Size: 11.4 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 72 - Forks: 21

VectorInstitute/cyclops

A toolkit for evaluating and monitoring AI models in clinical settings

Language: Python - Size: 27.1 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 85 - Forks: 13

MIT-LCP/eicu-code

Code and website related to the eICU Collaborative Research Database

Language: Jupyter Notebook - Size: 18 MB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 342 - Forks: 227

MIT-LCP/bidmc-datathon

Materials for the BIDMC datathon (Sat 29 Feb 2020)

Language: Jupyter Notebook - Size: 425 KB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 13 - Forks: 3

MIT-LCP/eicu-data-paper

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

Language: Jupyter Notebook - Size: 1.31 MB - Last synced at: 4 months ago - Pushed at: almost 7 years ago - Stars: 9 - Forks: 6

MIT-LCP/ACM-BCB-2017

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

Language: Jupyter Notebook - Size: 8.21 MB - Last synced at: 4 months ago - Pushed at: almost 8 years ago - Stars: 3 - Forks: 3

MIT-LCP/2019_hack_aotearoa_eicu

eICU workshop presented at Hack Aotearoa

Language: Jupyter Notebook - Size: 410 KB - Last synced at: 4 months ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 3

jraffa/hst953.fluidresponse

Size: 1.95 KB - Last synced at: 4 months ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

MIT-LCP/2019_tokyo_datathon

Materials for the Tokyo datathon (March 2019)

Language: Jupyter Notebook - Size: 178 KB - Last synced at: 2 days ago - Pushed at: over 6 years ago - Stars: 8 - Forks: 2

PCM5/Data-Toolbox

Team Cyan's function toolbox for exploring databases

Language: Python - Size: 44.9 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

MIT-LCP/2019_mlhc_workshop

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

Language: Jupyter Notebook - Size: 43 KB - Last synced at: 8 days ago - Pushed at: almost 6 years ago - Stars: 4 - Forks: 4

MIT-LCP/eicu-website

Repository moved

Size: 16.6 MB - Last synced at: 4 months ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 3

MIT-LCP/open-science-fair-2017

Repository for the Open Science Fair 2017 workshop

Language: Jupyter Notebook - Size: 431 KB - Last synced at: 4 months ago - Pushed at: almost 8 years ago - Stars: 2 - Forks: 2