MRI radiomics enhances radiologists' ability for characterizing intestinal fibrosis in patients with Crohn's disease.

Mengchen ZhangYinghou ZengZhuang-Nian FangYang-di WangRuo-Nan ZhangZiyin YeQing-Hua CaoRen MaoCanhui SunZhi-Hui ChenBingsheng HuangXue-Hua Li

Published in: Insights into imaging (2024)

MRI-based RMs can characterize CD intestinal fibrosis using conventional, diffusion, and MTI sequences. The RMs achieved AUCs of 0.86-0.93 for assessing fibrosis grade. MRI-radiomics outperformed visual interpretation for grading CD intestinal fibrosis.

Keyphrases

contrast enhanced
magnetic resonance imaging
diffusion weighted imaging
magnetic resonance
computed tomography
liver fibrosis
lymph node metastasis
artificial intelligence
squamous cell carcinoma
machine learning