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A multi-stage neural network approach for coronary 3D reconstruction from uncalibrated X-ray angiography images

We present a multi-stage neural network approach for 3D reconstruction of coronary artery trees from uncalibrated 2D X-ray angiography images. This method uses several binarized images from different angles to reconstruct a 3D coronary tree without any knowledge of image acquisition parameters. The...

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Detalles Bibliográficos
Autores principales: Iyer, Kritika, Nallamothu, Brahmajee K., Figueroa, C. Alberto, Nadakuditi, Raj R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10579444/
https://www.ncbi.nlm.nih.gov/pubmed/37845232
http://dx.doi.org/10.1038/s41598-023-44633-2