Deep learning-based radiomics model can predict extranodal soft tissue metastasis in gastric cancer.

Shengyuan LiuJingyu DengDi DongMengjie FangZhaoxiang YeYanfeng HuHailin LiLianzhen ZhongRunnan CaoXun ZhaoWenting ShangGuoxin LiHan LiangZhenyu Zhang

Published in: Medical physics (2023)

The model combining CT images and clinical characteristics had an impressive predictive ability of both ESTM and prognosis, which has the potential to serve as an effective complement to the preoperative TNM staging system.

Keyphrases

deep learning
soft tissue
convolutional neural network
contrast enhanced
computed tomography
lymph node
artificial intelligence
optical coherence tomography
image quality
pet ct
lymph node metastasis
risk assessment
climate change
human health