Improving Low-Dose Pediatric Abdominal CT by Using Convolutional Neural Networks.

Robert D MacDougallYanbo ZhangMichael J Callahan Jeannette Perez-RosselloMicheál A BreenPatrick R JohnstonHengyong Yu

Published in: Radiology. Artificial intelligence (2019)

FBP images can be improved in image space by a well-trained CNN, which may afford a reduction in dose or improvement in image quality on scanners limited to FBP reconstruction.© RSNA, 2019.

Keyphrases

convolutional neural network
image quality
deep learning
low dose
computed tomography
dual energy
high dose
resistance training
machine learning
magnetic resonance imaging
magnetic resonance
body composition
young adults