Multiclassification of Hepatic Cystic Echinococcosis by Using Multiple Kernel Learning Framework and Ultrasound Images.

Journal: Ultrasound in medicine & biology
Published Date:

Abstract

UNLABELLED: To properly treat and care for hepatic cystic echinococcosis (HCE), it is essential to make an accurate diagnosis before treatment.

Authors

  • Zhengye Wang
    Center for Disease Control and Prevention, Xinjiang Production and Construction Corps, Urumqi, China; Ultrasound Department, State Key Laboratory of Pathogenesis, Prevention and Treatment of High Incidence Disease in Central Asia, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China.
  • Miao Wu
    College of Biomedical Engineering and Instrumental Science, Zhejiang University, Hang Zhou, China.
  • Qian Liu
    State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China.
  • Xiaorong Wang
    Ultrasonography Department, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China.
  • Chuanbo Yan
    College of Medical Engineering and Technology, Xinjiang Medical University, Urumqi, China.
  • Tao Song
    Department of Cleft Lip and Palate, Plastic Surgery Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing.