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Study identifier: NCT07384871 Synced from ClinicalTrials.gov · July 28, 2026
● Recruiting

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

Condition: Mitral Valve Prolapse · Myxomatous Mitral Valve Degeneration  ·  Sponsor: IRCCS Policlinico S. Donato

PhaseN/A
Planned participants150
Who can joinAll sexes, 18 Years to no upper limit
Healthy volunteersNo

About this study

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 automated analysis. A secondary objective is to build patient-specific finite element (FE) models based on RT3DE data to evaluate the biomechanical consequences of MVP and to simulate the effects of surgical repair. These simulations will assess stress distribution and force transmission within the MV apparatus. Additionally, in cases where substantial surgical resection of MV tissue occurs, excised leaflet samples will be collected and preserved for histological and morphometric analysis.

This description comes directly from the study's public registry record.

Talk to the study team

Francesco Sturla  ·  +390252774353  ·  francesco.sturla@grupposandonato.it

Diana Crina Benea  ·  +390252774765  ·  dianacrina.benea@grupposandonato.it

Always discuss trial participation with your own doctor first.

Locations (1)

IRCCS Policlinico San DonatoSan Donato Milanese, ItalyRecruiting

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Source record: clinicaltrials.gov/study/NCT07384871