How to Use the Heart Disease Predictor

Enter your health details in the form or click "Load Sample Data" to predict the likelihood of heart disease. The model uses several health metrics:

  • Age: Your current age in years.
  • Sex (Gender): Select Male or Female.
  • Chest Pain Type:
    • Typical Angina: Chest pain from exertion or reduced blood flow.
    • Atypical Angina: Chest discomfort not triggered by exertion.
    • Non-Anginal Pain: Chest pain from non-heart-related causes.
    • Asymptomatic: No chest pain symptoms.
  • Resting Blood Pressure (mm Hg): Enter your blood pressure at rest.
  • Cholesterol (mg/dL): Enter your total cholesterol level.
  • Fasting Blood Sugar: Is fasting blood sugar over 120 mg/dL? (Yes/No)
  • Resting ECG: Resting electrocardiogram result. Choose one:
    • Normal: No abnormalities.
    • ST: Abnormal ST-T wave changes.
    • LVH: Potential left ventricular hypertrophy.
  • Maximum Heart Rate: The highest heart rate achieved during exercise.
  • Exercise-Induced Angina: Chest pain during exercise? (Yes/No)
  • Oldpeak (ST depression): ST depression during exercise, indicating possible reduced blood flow.
  • ST Slope: ECG ST segment slope:
    • Up: Indicates better heart health.
    • Flat: Neutral slope.
    • Down: May indicate ischemia.

Email Summary: Receive a convenient email summarizing your prediction and AI-generated suggestions. This feature allows you to save and review insights at your convenience.

Disclaimer: This web app is a portfolio project developed for demonstration purposes only. The predictions and suggestions provided are not medical advice, diagnosis, or treatment. Users should consult a licensed healthcare professional for personalized medical guidance. By using this app, you acknowledge and agree to these terms.

Input Your Health Data or