Impact of Emerging Deep Learning-Based MR Image Reconstruction Algorithms on Abdominal MRI Radiomic Features.

Hailong LiVinicius Vieira AlvesAmol PednekarMary Kate ManhardJoshua GreerAndrew T TroutLili HeJonathan R Dillman

Published in: Journal of computer assisted tomography (2024)

MRI radiomic features are significantly altered by DL-based reconstruction compared to a conventional reconstruction technique. The impact of DL reconstruction algorithms on radiomic features varies significantly between different organs/tissues.

Keyphrases

deep learning
machine learning
contrast enhanced
magnetic resonance imaging
artificial intelligence
gene expression