Risk Prediction

Patient Clinical Data

Enter the 13 clinical parameters required by the Gradient Boosting model.

All required fields are validated before prediction.

Patient Information

Age (years)

Please provide a valid value.

Sex

Please provide a valid value.

Chest Pain Type

Please provide a valid value.

Resting Blood Pressure (mmHg)

Please provide a valid value.

Serum Cholesterol (mg/dL)

Please provide a valid value.

Fasting Blood Sugar > 120 mg/dL

Please provide a valid value.

Maximum Heart Rate

Please provide a valid value.

Resting ECG

Please provide a valid value.

Exercise-Induced Angina

Please provide a valid value.

ST Depression (Oldpeak)

Please provide a valid value.

Peak Exercise ST Slope

Please provide a valid value.

Major Vessels (0–4)

Please provide a valid value.

Thalassemia

Please provide a valid value.

For initial screening support only. This application does not provide a clinical diagnosis.