肝癌患者术前Ki-67指数预测:基于小样本的磁共振T2WI图像的影像组学特征结合多种机器学习模型
黄莹, 刘旭红, 韩晓兵, 林涛, 何桂凤, 黄艺峰, 丁碧娇, 张永辉, 王新达, 张乾营
Prediction of preoperative Ki-67 index in hepatocellular carcinoma patients: a small-sample-based integration of T2WI radiomic features with multiple machine learning algorithms
Ying HUANG, Xuhong LIU, Xiaobing HAN, Tao LIN, Guifeng HE, Yifeng HUANG, Bijiao DING, Yonghui ZHANG, Xinda WANG, Qianying ZHANG
分子影像学杂志
.
2025, (8): 946
-951
.
DOI: 10.12122/j.issn.1674-4500.2025.08.04