Development of a machine learning-based model to predict hepatic inflammation in chronic hepatitis B patients with concurrent hepatic steatosis: a cohort studyResearch in context

Development of a machine learning-based model to predict hepatic inflammation in chronic hepatitis B patients with concurrent hepatic steatosis: a cohort studyResearch in context

Summary: Background: With increasingly prevalent coexistence of chronic hepatitis B (CHB) and hepatic steatosis (HS), simple, non-invasive diagnostic methods to accurately assess the severity of hepatic inflammation are needed. We aimed to build a machine learning (ML) based model to detect hepatic...

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Bibliographic Details
Main Authors: Fajuan Rui, Yee Hui Yeo, Liang Xu, Qi Zheng, Xiaoming Xu, Wenjing Ni, Youwen Tan, Qing-Lei Zeng, Zebao He, Xiaorong Tian, Qi Xue, Yuanwang Qiu, Chuanwu Zhu, Weimao Ding, Jian Wang, Rui Huang, Yayun Xu, Yunliang Chen, Junqing Fan, Zhiwen Fan, Xiaolong Qi, Daniel Q. Huang, Qing Xie, Junping Shi, Chao Wu, Jie Li
Format: Article
Language:English
Published: Elsevier 2024-02-01
Series:EClinicalMedicine
Subjects:
Chronic hepatitis B
Hepatic steatosis
Inflammation
Machine learning
Diagnostic model
Online Access:http://www.sciencedirect.com/science/article/pii/S2589537023005965

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http://www.sciencedirect.com/science/article/pii/S2589537023005965

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