Jeyadev R

AI / Healthcare

Cardiovascular Risk Prediction

ML Pipeline for Patient Health Data

Cardiovascular Risk Prediction: ML Pipeline for Patient Health Data

About this project

End-to-end ML pipeline predicting cardiovascular disease risk from patient health data. Engineered features (BMI, MAP, pulse pressure, hypertension flag, heuristic risk score) feed baseline and tree-based models, evaluated on accuracy, precision, recall, F1, and ROC-AUC.

Category
AI / Healthcare
Built by
Jeyadev R

Tech stack

  • Python
  • scikit-learn
  • XGBoost
  • LightGBM
  • CatBoost
  • TensorFlow

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