CKD-Stage-Prediction-and-Treatment-AI

Public

? AI-powered system for Chronic Kidney Disease staging and treatment. Combines a stacking ensemble (CatBoost, XGBoost, LightGBM) with clinical rules to achieve 96.8% accuracy. Includes SHAP explainability, a Streamlit web app, PDF reports, and expert-aligned treatment guidance. Built for clinicians, researchers, and ML developers in healthcare AI.

catboost chronic-kidney-disease ckd clinical-decision-support data-science digital-health ensemble-learning explainable-ai healthcare lightgbm

Creat：2025-07-14T23:29:41

Update：2025-07-23T03:32:24

https://ckd-stage-prediction-and-treatment-ai.streamlit.app/

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