MitraClip Device Automated Localization in 3D Transesophageal Echocardiography via Deep Learning

The MitraClip is the most widely percutaneous treatment for mitral regurgitation, typically performed under the real-time guidance of 3D transesophagel echocardiography (TEE). However, artifacts and low image contrast in echocardiography hinder accurate clip visualization. This study presents an aut...

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Veröffentlicht in:	arXiv.org 2024-12
Hauptverfasser:	Munafò, Riccardo, Saitta, Simone, Vicentini, Luca, Tondi, Davide, Ruozzi, Veronica, Sturla, Francesco, Ingallina, Giacomo, Guidotti, Andrea, Eustachio Agricola, Votta, Emiliano
Format:	Artikel
Sprache:	eng
Schlagworte:	Annotations Automation CAD Computer aided design Configuration management Echocardiography Ground truth Image acquisition Image contrast Image segmentation Machine learning Metric space Percutaneous treatment Real time Visualization
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