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:
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Age: Your current age in years.
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Sex (Gender): Select Male or Female.
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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.
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Resting Blood Pressure (mm Hg): Enter your blood pressure at rest.
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Cholesterol (mg/dL): Enter your total cholesterol level.
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Fasting Blood Sugar: Is fasting blood sugar over 120 mg/dL? (Yes/No)
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Resting ECG: Resting electrocardiogram result. Choose one:
- Normal: No abnormalities.
- ST: Abnormal ST-T wave changes.
- LVH: Potential left ventricular hypertrophy.
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Maximum Heart Rate: The highest heart rate achieved during exercise.
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Exercise-Induced Angina: Chest pain during exercise? (Yes/No)
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Oldpeak (ST depression): ST depression during exercise, indicating possible reduced blood flow.
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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.