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ckd

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🏥 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.

  • Updated Jul 22, 2025
  • Python

AI-driven multi-disease risk assessment platform using Machine Learning, Explainable AI, and secure medical data analysis. Supports Diabetes, CKD, Parkinson’s and clinical insights for early detection and better healthcare decisions.

  • Updated Nov 20, 2025
  • TypeScript

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