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Noninvasive Assessment of Liver Fibrosis and Inflammation in Chronic Hepatitis B: A Dual-task Convolutional Neural Network (DtCNN) Model Based on Ultrasound Shear Wave Elastography.

Chengyan WangLili ZhengYan LiShujun XiaJun LvXumei HuWeiwei ZhanFuhua YanRuokun LiXinping Ren
Published in: Journal of clinical and translational hepatology (2022)
The proposed DtCNN improved diagnostic performance compared with existing fibrosis staging models by including inflammation in the model, which supports its potential clinical application.
Keyphrases
  • liver fibrosis
  • convolutional neural network
  • oxidative stress
  • deep learning
  • magnetic resonance imaging
  • hepatitis b virus
  • lymph node