Automatic Identification of Bioprostheses on X-ray Angiographic Sequences of Transcatheter Aortic Valve Implantation Procedures Using Deep Learning

Automatic Identification of Bioprostheses on X-ray Angiographic Sequences of Transcatheter Aortic Valve Implantation Procedures Using Deep Learning

Transcatheter aortic valve implantation (TAVI) has become the treatment of choice for patients with severe aortic stenosis and high surgical risk. Angiography has been established as an essential tool in TAVI, as this modality provides real-time images required to support the intervention. The autom...

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Bibliographic Details
Main Authors: Laura Busto, César Veiga, José A. González-Nóvoa, Marcos Loureiro-Ga, Víctor Jiménez, José Antonio Baz, Andrés Íñiguez
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Diagnostics
Subjects:
angiography
deep learning
segmentation
transcatheter aortic valve implantation (TAVI)
U-Net
Online Access:https://www.mdpi.com/2075-4418/12/2/334

Internet

https://www.mdpi.com/2075-4418/12/2/334

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