A Semi-Automatic Step-by-Step Expert-Guided LI-RADS Grading System Based on Gadoxetic Acid-Enhanced MRI.

Mengsu ZengJing HuangWeiguo ZhangKaipu JinLi YangHuanhuan ChongJia FanJian ZhouDijia WuMengsu Zeng

Published in: Journal of hepatocellular carcinoma (2021)

We developed a semi-automatic step-by-step expert-guided LI-RADS grading system (LR-3 to 5), superior to the conventional end-to-end learning system. This deep learning-based system may improve workflow efficiency for HCC diagnosis in clinical practice.

Keyphrases

deep learning
clinical practice
machine learning
magnetic resonance imaging
diffusion weighted imaging
convolutional neural network
magnetic resonance