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HeartRisk
AI
Advanced Clinical Cardiovascular Prediction Engine powered by XGBoost
Age
Sex
Male
Female
Chest Pain Type
Typical Angina (Heart-related)
Atypical Angina (Non-classic)
Non-anginal Pain (Other causes)
Asymptomatic (No pain)
Resting BP (mm Hg)
Serum Cholesterol (mg/dl)
Fasting Blood Sugar > 120 mg/dl
Healthy / Normal (False)
Elevated (True)
Resting ECG Results
Normal
ST-T Wave Abnormality (Minor issue)
LV Hypertrophy (Enlarged muscle)
Max Heart Rate Achieved
Exercise Induced Angina
No (No pain during exercise)
Yes (Pain during exercise)
ST Depression (Oldpeak)
ST Segment Slope
Upsloping (Excellent recovery)
Flat (Typical)
Downsloping (Signs of stress)
Major Vessels Colored (Fluoroscopy)
None (0 vessels)
1 vessel
2 vessels
3 vessels
4 vessels
Thalassemia (Blood Disorder)
Normal (Healthy blood flow)
Fixed Defect (No blood flow in areas)
Reversable Defect (Abnormal flow)
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