Deep learning-based X-ray inpainting for improving spinal 2D-3D registration.

Hooman EsfandiariSimon WeidertIstván KövesháziCarolyn AnglinJohn StreetAntony J Hodgson

Published in: The international journal of medical robotics + computer assisted surgery : MRCAS (2021)

Applying deep-learning-based inpainting on X-ray images masked by implants can markedly improve the capture range of the associated 2D-3D registration task.

Keyphrases

deep learning
convolutional neural network
high resolution
dual energy
artificial intelligence
machine learning
spinal cord
electron microscopy
spinal cord injury
optical coherence tomography
contrast enhanced