DL-based segmentation of endoscopic scenes for mitral valve repair

DL-based segmentation of endoscopic scenes for mitral valve repair

Minimally invasive surgery is increasingly utilized for mitral valve repair and replacement. The intervention is performed with an endoscopic field of view on the arrested heart. Extracting the necessary information from the live endoscopic video stream is challenging due to the moving camera positi...

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Bibliographic Details
Main Authors: Ivantsits Matthias, Tautz Lennart, Sündermann Simon, Wamala Isaac, Kempfert Jörg, Kuehne Titus, Falk Volkmar, Hennemuth Anja
Format: Article
Language:English
Published: De Gruyter 2020-09-01
Series:Current Directions in Biomedical Engineering
Subjects:
deep learning
detection
endoscopic
machine learning
mitral valve
mitral valve leaflet
segmentation
surgery
Online Access:https://doi.org/10.1515/cdbme-2020-0017

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