A Multimodal Deep Learning Model Integrating Clinical and Ultrasound Imaging Data for grading steatotic liver disease

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A Multimodal Deep Learning Model Integrating Clinical and Ultrasound Imaging Data for grading steatotic liver disease

Clinical Research | Updated：2026-05-25

- A Multimodal Deep Learning Model Integrating Clinical and Ultrasound Imaging Data for grading steatotic liver disease
- MENG Wenyi , YAO Xinrui , LI Renjie , PENG Jianqing , XU Zuofeng
- Journal of Sun Yat-sen University(Medical Sciences) Vol. 47, Issue 3, Pages: 528-538(2026)
- Affiliations：
  1.Department of Ultrasound， the Seventh Affiliated Hospital， Sun Yat-sen University， Shenzhen， 518107， China
  2.School of Electronic and Communication Engineering， Shenzhen Campus of Sun Yat-sen University， Shenzhen 518107， China
  3.School of Intelligent Systems Engineering， Shenzhen Campus of Sun Yat-sen University， Shenzhen 518107， China
- Author bio：
  PENG Jianqing， E-mail： pengjq7@mail.sysu.edu.cn
  XU Zuofeng， E-mail： xuzf@mail.sysu.edu.cn
- Funds：
- DOI： 10.11714/jsysu.med.YX20260026
  CLC：
- Revised：2026-04-20 ，
  Accepted：24 April 2026 ，
- Accepted：
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