An accurate valvular heart disorders detection model based on a new dual symmetric tree pattern using stethoscope sounds.

Background And Purpose: Valvular heart disease (VHD) is an important cause of morbidity and mortality. Echocardiography is the reference standard for VHD diagnosis but is not universally accessible. Manual cardiac auscultation is inadequate for screening VHD.