A Deep Learning Model Based on High-Frequency Ultrasound Images for Classification of Different Stages of Liver Fibrosis.

Journal: Liver international : official journal of the International Association for the Study of the Liver
Published Date: Jul 1, 2025

Abstract

BACKGROUND AND AIMS: To develop a deep learning model based on high-frequency ultrasound images to classify different stages of liver fibrosis in chronic hepatitis B patients.

Authors

  • Linlin Zhang
    School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, China.
  • Zhengbo Tan
    MedAI Technology (Wuxi) Co. Ltd, Wuxi, China.
  • Chunlei Li
    MedAI Technology (Wuxi) Co. Ltd, Wuxi, China.
  • Lichao Mou
  • Yi Lei Shi
    MedAI Technology (Wuxi) Co. Ltd, Wuxi, China.
  • Xiao Xiang Zhu
    Remote Sensing Technology Institute, German Aerospace Center, 82234 Wessling, Germany; Signal Processing in Earth Observation, Technical University of Munich, 80333 Munich, Germany.
  • Yan Luo
    School of Public Health and Management, Research Center for Medicine and Social Development, Innovation Center for Social risk Governance in Health, Chongqing Medical University, Chongqing 400016, China.

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