clinical-risk-prediction

Here are 3 public repositories matching this topic...

ranasl62 / ehr-risk-framework

An open workbench for leakage-aware, calibrated, explainable risk modeling on longitudinal EHR-style data — built for students, labs, and health-informatics research.

python docker open-source flask machine-learning angular risk openapi calibration ehr ehr-data chronic-diseases healthcare-ai leakage-detection mimic-iv ehr-records ehr-integration clinical-risk-prediction

Updated Sep 7, 2026
Python

SimonYip22 / Time-Series-ICU-Patient-Deterioration-Predictor

Star

Early ICU deterioration detection system combining LightGBM and Temporal CNN (TCN) for multi-dimensional clinical risk modeling

icu numpy scikit-learn pandas pytorch lightgbm time-series-analysis temporal-convolutional-network mimic-iv clinical-risk-prediction

Updated May 6, 2026
Python

jjagent13 / diabetes-ai-diagnostics

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An end-to-end machine learning system for early diabetes detection with 92% ROC-AUC

python machine-learning deep-learning tensorflow xgboost hyperparameter-optimization classification roc-auc explainable-ai diabetes-prediction shap pima-indians-diabetes optuna healthcare-ai clinical-risk-prediction

Updated Aug 28, 2026
Jupyter Notebook

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