A Transformer-Based microvascular invasion classifier enhances prognostic stratification in HCC following radiofrequency ablation.

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第一作者： Wentao,Wang

第一单位： Department of Radiology, Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China.;Shanghai Institute of Medical Imaging, Shanghai, China.

作者： Wentao,Wang ^[1] ; Yueyue,Wang ^[2] ; Danjun,Song ^[3] ; Yingting,Zhou ^[4] ; Rongkui,Luo ^[5] ; Siqi,Ying ^[6] ; Li,Yang ^[1] ; Wei,Sun ^[7] ; Jiabin,Cai ^[8] ; Xi,Wang ^[9] ; Zhen,Bao ^[10] ; Jiaping,Zheng ^[3] ; Mengsu,Zeng ^[1] ; Qiang,Gao ^[11] ; Xiaoying,Wang ^[8] ; Jian,Zhou ^[11] ; Manning,Wang ^[6] ; Guoliang,Shao ^[3] ; Sheng-Xiang,Rao ^[1] ; Kai,Zhu ^[8]

作者单位： Department of Radiology, Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China.;Shanghai Institute of Medical Imaging, Shanghai, China. ^[1] Huawei Technologies, Shanghai, China. ^[2] Department of Interventional Therapy, Zhejiang Cancer Hospital, Hangzhou, China.;Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, China. ^[3] Department of Hepatic Oncology, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China. ^[4] Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, China. ^[5] Digital Medical Research Center, School of Basic Medical Sciences, Fudan University, Shanghai, China.;Shanghai Key Laboratory of Medical Imaging Computing and Computer Assisted Intervention, Shanghai, China. ^[6] Department of Radiology, Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China. ^[7] Department of Liver Surgery, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China. ^[8] Department of Ultrasound, Zhongshan Hospital, Fudan University, Shanghai, China. ^[9] Department of Pathology, Zhejiang Cancer Hospital, Hangzhou, China. ^[10] Department of Liver Surgery, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China.;Institutes of Biomedical Sciences, Fudan University, Shanghai, China. ^[11]

关键词 deep learning early‐stage hepatocellular carcinoma microvascular invasion radiofrequency ablation

主题词人类(Humans);癌, 肝细胞(Carcinoma, Hepatocellular);预后(Prognosis);肝肿瘤(Liver Neoplasms);回顾性研究(Retrospective Studies);肿瘤侵润(Neoplasm Invasiveness)

DOI 10.1111/liv.15846

PMID 38263714

发布时间 2024-08-29

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