Deep learning to assist composition classification and thyroid solid nodule diagnosis: a multicenter diagnostic study.

Abstract

Authors

• Chen Chen
  The George Institute for Global Health, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia.
• Yitao Jiang
  Illuminate, LLC, Shenzhen, Guangdong, China; Microport Prophecy, Shanghai, China.
• Jincao Yao
  Department of Diagnostic Ultrasound Imaging & Interventional Therapy, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, China.
• Min Lai
  Second Clinical Medical College of Zhejiang Chinese Medical University, Hangzhou, China; Taizhou Cancer Hospital, Taizhou, China; Key Laboratory of Minimally Invasive Interventional Therapy and Big Data Artificial Intelligence in Medicine of Taizhou, Taizhou, China.
• Yuanzhen Liu
  Department of Diagnostic Ultrasound Imaging and Interventional Therapy, Zhejiang Cancer Hospital, Hangzhou, Zhejiang 310022, China; Wenling Big Data and Artificial Intelligence Institute in Medicine, Taizhou, Zhejiang 317502, China; Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang 310018, China. Electronic address: yuanzhen_0128@aliyun.com.
• Xianping Jiang
  Department of Ultrasound, Shengzhou People's Hospital (the First Affiliated Hospital of Zhejiang University Shengzhou Branch), Shengzhou, 312400, China.
• Di Ou
  Department of Diagnostic Ultrasound Imaging & Interventional Therapy, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, China.
• Bojian Feng
  Department of Diagnostic Ultrasound Imaging & Interventional Therapy, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, China.
• Lingyan Zhou
  Department of Diagnostic Ultrasound Imaging & Interventional Therapy, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China.
• Jinfeng Xu
  Department of Ultrasound, The Second Clinical Medical College，Jinan University, Guangdong, China.
• Linghu Wu
  Department of Ultrasound, The Second Clinical Medical College, Jinan University, The First Affiliated Hospital, Southern University of Science and Technology, Shenzhen People's Hospital, Shenzhen, 518020, China.
• Yuli Zhou
  Department of Ultrasound, Shenzhen People's Hospital, The Second Clinical Medical College, Jinan University, The First Affiliated Hospital, Southern University of Science and Technology, Shenzhen, Guangdong, China.
• Wenwen Yue
  Center of Minimally Invasive Treatment for Tumor, Department of Medical Ultrasound, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, 200072, China. yuewen0902@163.com.
• Fajin Dong
  Department of Ultrasound, The Second Clinical Medical College, Jinan University, Shenzhen, China.
• Dong Xu
  Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO, USA.

Keywords

External Resources