肝细胞癌
医学
超声波
超声造影
放射科
深度学习
人工智能
超声科
肿瘤科
癌
内科学
前瞻性队列研究
接收机工作特性
临床实习
试验预测值
转录组
超声成像
预测建模
病理
预测值
曲线下面积
生物标志物
作者
Chuan Pang,Jinyu Ru,Yue Liu,WenZhen Ding,Suwan Chai,Jundong Yao,Shuhong Liu,Hui Feng,J Liu,Min Chen,Ming Kuang,Shuling Chen,Minghua Ying,Jinghan Yang,Chaonan Chen,Xiaoling Yu,Haoyan Zhang,Xiaopeng Gao,Jie Tian,Kun Wang
标识
DOI:10.1038/s41467-026-74985-y
摘要
Background: The presence of microvascular invasion (MVI) in hepatocellular carcinoma (HCC) is a critical prognostic indicator, but it can only be diagnosed by postoperative histopathology. Contrast-enhanced ultrasound (CEUS), with its dynamic microvascular imaging capability, holds promise in prediction of MVI.
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