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Artificial Intelligence (4440) Clinical Information and Decision Making (3449) Decision Support for Health Professionals (2072) Machine Learning (2987) Gastroenterology and Hepatology (191)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/82529, first published .
Smartphone app predicting liver health with 80% score.

Hepatic Steatosis Severity Prediction in Nonobese Individuals: Machine Learning Model Development and Validation

Hepatic Steatosis Severity Prediction in Nonobese Individuals: Machine Learning Model Development and Validation

Authors of this article:

Yitong Zhu1, 2, 3 Author Orcid Image ;   Yongshuai Wang1, 2, 3 Author Orcid Image ;   Shenyu Zhang1, 2, 3 Author Orcid Image ;   Jian Yang4 Author Orcid Image ;   Feng Zhang1, 2, 3 Author Orcid Image ;   Yan Liu4 Author Orcid Image ;   Jun Shang5 Author Orcid Image ;   Yongliang Zhang4 Author Orcid Image ;   Jizhou Wang1, 2, 3 Author Orcid Image ;   Lianxin Liu1, 2, 3 Author Orcid Image
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Yitong Zhu   1, 2, 3 * , PhD ;   Yongshuai Wang   1, 2, 3 * , PhD ;   Shenyu Zhang   1, 2, 3 , PhD ;   Jian Yang   4 , PhD ;   Feng Zhang   1, 2, 3 , PhD ;   Yan Liu   4 , PhD ;   Jun Shang   5 , MSc ;   Yongliang Zhang   4 * , PhD ;   Jizhou Wang   1, 2, 3 * , PhD ;   Lianxin Liu   1, 2, 3 * , PhD

1 Department of Hepatobiliary Surgery, Centre for Leading Medicine and Advanced Technologies of IHM, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China

2 Anhui Province Key Laboratory of Hepatopancreatobiliary Surgery, Hefei, Anhui, China

3 Anhui Provincial Clinical Research Center for Hepatobiliary Diseases, Hefei, Anhui, China

4 Department of Health Management Center, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China

5 Department of Nephrology, The Second Hospital of Anhui Medical University, Hefei, Anhui, China

*these authors contributed equally

Corresponding Author:

  • Lianxin Liu, PhD
  • Department of Hepatobiliary Surgery
  • Centre for Leading Medicine and Advanced Technologies of IHM, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China
  • No.96 Jinzhai Road
  • Hefei, Anhui 230001
  • China
  • Phone: 86 13845159888
  • Email: liulx@ustc.edu.cn