Ultrasomics prediction for cytokeratin 19 expression in hepatocellular carcinoma: A multicenter study

Ultrasomics prediction for cytokeratin 19 expression in hepatocellular carcinoma: A multicenter study

ObjectiveThe purpose of this study was to investigate the preoperative prediction of Cytokeratin (CK) 19 expression in patients with hepatocellular carcinoma (HCC) by machine learning-based ultrasomics.MethodsWe retrospectively analyzed 214 patients with pathologically confirmed HCC who received CK1...

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Bibliographic Details
Main Authors: Linlin Zhang, Qinghua Qi, Qian Li, Shanshan Ren, Shunhua Liu, Bing Mao, Xin Li, Yuejin Wu, Lanling Yang, Luwen Liu, Yaqiong Li, Shaobo Duan, Lianzhong Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Oncology
Subjects:
hepatocellular carcinoma
machine learning
radiomics
cytokeratin 19 (CK19)
ultrasonography
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2022.994456/full

Internet

https://www.frontiersin.org/articles/10.3389/fonc.2022.994456/full

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