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

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作者： Linlin,Zhang ^[1] ; Qinghua,Qi ^[2] ; Qian,Li ^[3] ; Shanshan,Ren ^[4] ; Shunhua,Liu ^[1] ; Bing,Mao ^[2] ; Xin,Li ^[2] ; Yuejin,Wu ^[2] ; Lanling,Yang ^[1] ; Luwen,Liu ^[2] ; Yaqiong,Li ^[1] ; Shaobo,Duan ^[2] ; Lianzhong,Zhang ^[1]

作者单位： Department of Ultrasound, Henan University People's Hospital, Henan Provincial People's Hospital, Zhengzhou University People's Hospital, Zhengzhou, China. ^[1] Henan Engineering Technology Research Center of Ultrasonic Molecular Imaging and Nanotechnology, Henan Provincial People's Hospital, Zhengzhou, China. ^[2] Department of Ultrasound, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China. ^[3] Department of Ultrasound, Henan Provincial Cancer Hospital, Zhengzhou, China. ^[4] Department of Health Management, Henan University People's Hospital, Henan Provincial People's Hospital, Zhengzhou University People's Hospital, Zhengzhou, China. ^[5]

关键词 cytokeratin 19 (CK19)hepatocellular carcinoma machine learning radiomics ultrasonography

DOI 10.3389/fonc.2022.994456

PMID 36119507

发布时间 2022-09-20

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Frontiers in oncology

2022年12卷

994456页

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

Frontiers in oncology

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Frontiers in oncology

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

Frontiers in oncology

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Frontiers in oncology

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