AI Structural Heart Disease
Detection Platform

LVSD occurs when the left ventricle cannot pump blood effectively, resulting in reduced ejection fraction and compromised cardiac output. Early detection is crucial for preventing progression to heart failure.

Clinical Significance: Often asymptomatic in early stages, LVSD can progress rapidly without intervention. AI-ECG detection enables identification before echocardiographic changes become apparent.

Mitral regurgitation involves backflow of blood from the left ventricle to the left atrium during systole. Both primary (valve pathology) and secondary (functional) MR can be detected through ECG pattern analysis.

Clinical Significance: Chronic MR leads to volume overload, left atrial enlargement, and eventual heart failure. Early detection allows for optimal timing of intervention.

Aortic regurgitation causes diastolic backflow from the aorta to the left ventricle, leading to volume overload. The condition can be acute (medical emergency) or chronic (gradually progressive).

Clinical Significance: Chronic AR is often asymptomatic until advanced stages. AI detection enables monitoring of disease progression and optimal timing for valve intervention.

Aortic stenosis involves narrowing of the aortic valve, creating outflow obstruction from the left ventricle. It's the most common primary valve disease in developed countries, particularly in elderly populations.

Clinical Significance: AS has a long asymptomatic phase followed by rapid clinical deterioration once symptoms develop. Early detection enables appropriate monitoring and timely intervention.

Tricuspid regurgitation involves backflow from the right ventricle to the right atrium during systole. Often secondary to pulmonary hypertension or left-sided heart disease, but can be primary due to valve pathology.

Clinical Significance: TR is frequently underdiagnosed and undertreated. Early detection is essential for preventing irreversible right heart failure and optimizing treatment outcomes.