Hospital deterioration early-warning EDA (first 72h): cohort KPIs, event timing, risk-score behavior, physiologic trajectories, and a toy alert-policy view.
-
Updated
Feb 8, 2026 - Jupyter Notebook
#
patient-deterioration
Here are 3 public repositories matching this topic...
12h clinical deterioration early-warning baseline: tabular models (LogReg / HistGradientBoosting / optional XGBoost), simple probability ensemble, and cost-based threshold/policy tables exported for dashboards.
scikit-learn xgboost imbalanced-classification healthcare-ml threshold-tuning early-warning patient-deterioration
-
Updated
Feb 8, 2026 - Jupyter Notebook
Simulated hospital deterioration dataset: 10,000 admissions, hourly vitals+labs over a 72h cohort, with ML-ready tables incl. “next 12h” early-warning target.
-
Updated
Feb 8, 2026 - Python
Improve this page
Add a description, image, and links to the patient-deterioration topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the patient-deterioration topic, visit your repo's landing page and select "manage topics."