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

Abstract 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 paramet...

Full description

Bibliographic Details
Main Authors: Kritika Iyer, Brahmajee K. Nallamothu, C. Alberto Figueroa, Raj R. Nadakuditi
Format: Article
Language:English
Published: Nature Portfolio 2023-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-44633-2