The Early-Onset Cardiovascular Disease (EOCVD) risk assessment and prognosis estimates provided on this website are generated by a statistical/machine-learning model based on the information entered by the user. The output is for educational and informational purposes only and is intended solely as an aid to understanding potential risk. It does not constitute medical advice, diagnosis, or treatment, and it is not a substitute for professional clinical judgment.

Because EOCVD is relatively uncommon in the general population, class imbalance and other real-world limitations may lead to model errors, including false positives (flagging higher risk when disease is not present) and false negatives (indicating lower risk when risk/disease may exist). The predicted score, probability, or risk category is not a definitive medical conclusion. Actual risk depends on multiple factors such as personal and family history, physical examination, laboratory tests, imaging studies, and clinician interpretation.

For diagnostic confirmation and clinical risk stratification, please rely on authoritative clinical definitions and guidelines (e.g., standards from the American Heart Association, AHA, and other relevant professional bodies) and seek evaluation in a qualified healthcare setting, including appropriate tests (e.g., blood pressure, lipid/glucose testing, ECG, echocardiography/imaging, and other clinically indicated assessments). A licensed clinician should make the final determination.

Emergency notice: If you experience chest pain/pressure, shortness of breath, sudden sweating, fainting, severe palpitations, weakness/numbness on one side, or difficulty speaking, seek emergency medical care immediately. Do not rely on this tool in urgent situations.

By using this website, you acknowledge that model outputs are uncertain and agree that the website/developers are not liable for any direct or indirect consequences arising from the use or misuse of the results.