Deep learning-based radiomics based on contrast-enhanced ultrasound predicts early recurrence and survival outcome in hepatocellular carcinoma.

Huang, Zhe; Shu, Zhu; Zhu, Rong-Hua; Xin, Jun-Yi; Wu, Ling-Ling; Wang, Han-Zhang; Chen, Jun; Zhang, Zhi-Wei; Luo, Hong-Chang; Li, Kai-Yan

Huang, Zhe; Shu, Zhu; Zhu, Rong-Hua; Xin, Jun-Yi; Wu, Ling-Ling; Wang, Han-Zhang; Chen, Jun; Zhang, Zhi-Wei; Luo, Hong-Chang; Li, Kai-Yan.

Affiliation

Huang Z; Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei Province, China.
Shu Z; Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei Province, China.
Zhu RH; Institute of Hepato-pancreato-bililary Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei Province, China.
Xin JY; Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei Province, China.
Wu LL; Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei Province, China.
Wang HZ; PDx Advanced Applications, GE Healthcare, Shanghai 200020, China.
Chen J; PDx Advanced Applications, GE Healthcare, Shanghai 200020, China.
Zhang ZW; Institute of Hepato-pancreato-bililary Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei Province, China.
Luo HC; Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei Province, China.
Li KY; Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei Province, China. liky20006@126.com.