Clinical Trial: AI-Based Shape and Function Analysis of Mitral Valve Prolapse Using 3D Ultrasound

U.S., Feb. 4 -- ClinicalTrials.gov registry received information related to the study (NCT07384871) titled 'AI-Based Shape and Function Analysis of Mitral Valve Prolapse Using 3D Ultrasound' on Jan. 12.

Brief Summary: This study aims to develop and validate a fully automated imaging and modeling pipeline for the analysis of mitral valve prolapse (MVP) using real-time three-dimensional transesophageal echocardiography (RT3DE). The primary goal is to automatically segment mitral valve (MV) substructures, extract anatomical landmarks, and generate 3D models of the MV apparatus to characterize morphological and functional features of degenerative MVP. Advanced deep learning techniques and geometric processing tools will be applied to enable au...