OMOP standardization pipeline for ICU databases

Resources for the Society of Critical Care Medicine (SCCM) Datathon

REMed: Retrieval-Enhanced Medical prediction model

Materials for the BIDMC datathon (Sat 29 Feb 2020)

Clinical blood pressure prediction from EHR data with external validation across MIMIC-III and eICU databases. Features Bayesian optimization, uncertainty quantification, and rigorous data leakage prevention for clinical deployment.

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

Early warning ML pipeline for ICU cardiac arrest risk using eICU-CRD with structured feature engineering and model evaluation.