Health Condition 1: I251- Atherosclerotic heart disease of native coronary artery
Conditions
Interventions
Intervention1: Nil: Nil
Sponsors
Rhythm Heart and Critical Care Nagpur
Eligibility
Inclusion criteria
Inclusion criteria: 1. Patients aged 18 years and above. 2. Complete data available on key cardiovascular risk factors: age, gender, family history, smoking status, BMI, blood pressure, lipid profile, thyroid function, hemoglobin, and platelet count. 3. Data available on lifestyle parameters including alcohol consumption, physical activity, and dietary habits. 4. Records must be from hospital visits between November 2022 and September 2024.
Exclusion criteria
Exclusion criteria: 1. Patients below 18 years of age. 2. Incomplete or missing data on essential cardiovascular risk factors. 3. History of congenital heart disease. 4. Patients with acute cardiovascular events (e.g., heart attack, stroke) during the study period. 5. Pregnant women (due to physiological alterations in cardiovascular parameters during pregnancy).
Design outcomes
Primary
| Measure | Time frame |
|---|---|
| Predicted risk classification (high vs low) for major cardiovascular events (e.g., myocardial infarction, stroke) using AI-based model Timepoint: 4 weeks | — |
Secondary
| Measure | Time frame |
|---|---|
| Comparison of AI model performance (accuracy, precision, recall, F1-score, AUC) with traditional cardiovascular risk prediction models (e.g., Framingham Risk Score) Timepoint: 4 weeks | — |
Countries
India
Contacts
Public ContactHarshawardhan Dhanraj Ramteke
Rhythm Heart and Critical Care, Nagpur
Outcome results
None listed