MRI-based automatic identification and segmentation of extrahepatic cholangiocarcinoma using deep learning network.

Chunmei YangQin ZhouMingdong LiLulu XuYanyan ZengJiong LiuYing WeiFeng ShiJing ChenPinxiong LiYue ShuLu YangJian Shu

Published in: BMC cancer (2023)

The DWI-based model performed better in automatically identifying and segmenting ECC compared to T1WI and T2WI, which may guide clinical decisions and help determine prognosis.

Keyphrases

deep learning
diffusion weighted imaging
convolutional neural network
artificial intelligence
contrast enhanced
machine learning
magnetic resonance imaging
diffusion weighted
computed tomography
magnetic resonance
bioinformatics analysis