Development and validation of a deep learning ultrasound radiomics model for predicting drug resistance in lymph node tuberculosis a multicenter study.

Abstract

Authors

• Xu Zhang
  China CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing 100021, China.
• Zhijian Dong
  Department of Ultrasonography, Kunming Third People's Hospital, Kunming, Ynunan, China.
• Hongming Li
  6Center for Biomedical Image Computing and Analytics, Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
• Yijing Cheng
  Department of Ultrasonography, Kunming Third People's Hospital, Kunming, Ynunan, China.
• Wei Tang
  Hepato-Biliary-Pancreatic Surgery Division, Department of Surgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.
• Tu Ni
  Department of Ultrasonography, Hangzhou Red Cross Hospital, Hangzhou, Zhejiang, China.
• Ying Zhang
  Department of Nephrology, Nanchong Central Hospital Affiliated to North Sichuan Medical College, Nanchong, China.
• Qinqin Ai
  Department of Hepatology, Hangzhou Xixi Hospital, Hangzhou, China.
• Gaoyi Yang
  Department of Ultrasonography, Hangzhou Red Cross Hospital, Hangzhou, Zhejiang, China.

Keywords

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