Noninvasive Prediction of Ki-67 Expression in Hepatocellular Carcinoma Using Machine Learning-Based Ultrasomics: A Multicenter Study.
Linlin ZhangShaobo DuanQinghua QiQian LiShanshan RenShunhua LiuBing MaoYe ZhangSimeng WangLong YangRui-Qing LiuLuwen LiuYaqiong LiNa LiLianzhong ZhangPublished in: Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine (2022)
Ultrasomics was proved to be a potential noninvasive method to predict Ki-67 expression in HCC.