Preclinical validation of a novel deep learning-based metal artifact correction algorithm for orthopedic CT imaging.

Rui GuoYixuan ZouShuai ZhangJiajia AnGuozhi ZhangXiangdong DuHuan GongSining XiongYangfei LongJing Ma

Published in: Journal of applied clinical medical physics (2023)

Using metal-free reference as the ground truth for comparison, the AI-MAC outperforms VMI in characterizing soft tissue, while VMI is useful in skeletal depiction.

Keyphrases

deep learning
artificial intelligence
soft tissue
dual energy
image quality
machine learning
high resolution
computed tomography
convolutional neural network
contrast enhanced
cell therapy
positron emission tomography
photodynamic therapy
neural network