Cervical lymph node metastasis prediction from papillary thyroid carcinoma US videos: a prospective multicenter study.

Journal: BMC medicine
Published Date:

Abstract

BACKGROUND: Prediction of lymph node metastasis (LNM) is critical for individualized management of papillary thyroid carcinoma (PTC) patients to avoid unnecessary overtreatment as well as undesired under-treatment. Artificial intelligence (AI) trained by thyroid ultrasound (US) may improve prediction performance.

Authors

  • Ming-Bo Zhang
    Department of Ultrasound,the First Medical Center of PLA General Hospital,Beijing 100853,China.
  • Zhe-Ling Meng
    CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences; School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China.
  • Yi Mao
    Department of Ultrasound, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China.
  • Xue Jiang
    Engineering Research Center of Molecular and Neuro Imaging, Ministry of Education, School of Life Science and Technology, Xidian University, Xi'an, Shaanxi 710071, China.
  • Ning Xu
    Department of Clinical Laboratory The First People's Hospital of Yunnan Province, The Affiliated Hospital of Kunming University of Science and Technology Kunming China.
  • Qing-Hua Xu
    Department of Health, Liaocheng People's Hospital of Taishan Medical University Liaocheng 252000, Shandong Province, China.
  • Jie Tian
    CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China.
  • Yu-Kun Luo
    Department of Ultrasound, Chinese PLA General Hospital, Beijing 100850, China.
  • Kun Wang
    CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China.