Explainable machine learning model for predicting the risk of significant liver fibrosis in patients with diabetic retinopathy

Authors

Tianlei Zheng
Liangjian Zheng
Zenghong Lu (ORCID: https://orcid.org/0000-0003-1565-9708)
Cixiang Chen
Li Huang
Gangfeng Zhu
Junyan Li (ORCID: https://orcid.org/0000-0002-3737-9339)
Na Yang (ORCID: https://orcid.org/0000-0002-6805-8677)
Rui‐Hua Xu (ORCID: https://orcid.org/0000-0001-9771-8534)
Yi Xiang (ORCID: https://orcid.org/0000-0002-8969-7371)
Qiang Yi
Jie Che (ORCID: https://orcid.org/0000-0003-0473-7942)
Yunlong Zhu (ORCID: https://orcid.org/0000-0003-1736-8285)

Institutions

Xuzhou Medical College (CN)
China University of Mining and Technology (CN)
Zhongda Hospital Southeast University (CN)
Gannan Medical University (CN)
First Affiliated Hospital of Gannan Medical University (CN)
Zhejiang University (CN)
Nanjing Medical University (CN)

Publication Details

Journal: BMC Medical Informatics and Decision Making
Published: 2024-11-11
DOI: https://doi.org/10.1186/s12911-024-02749-z
Citations: 8
Primary Topic: Liver Disease Diagnosis and Treatment
Type: article
Field-Weighted Citation Impact: 3.09

Funders

Xuzhou Medical University
Gannan Medical University

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article

Explainable machine learning model for predicting the risk of significant liver fibrosis in patients with diabetic retinopathy

Tianlei Zheng, Liangjian Zheng, Zenghong Lu, Cixiang Chen et al.

Nov 11, 2024

8 citations

BMC Medical Informatics and Decision Making

Liver Disease Diagnosis and Treatment

3.09

article

Explainable machine learning model for predicting the risk of significant liver fibrosis in patients with diabetic retinopathy

Tianlei Zheng, Liangjian Zheng, Zenghong Lu, Cixiang Chen, Li Huang, Gangfeng Zhu, Junyan Li, Na Yang, Rui‐Hua Xu, Yi Xiang, Qiang Yi, Jie Che, Yunlong Zhu

November 11, 2024article en

8 citations

Abstract

No abstract available for this paper.

BMC Medical Informatics and Decision MakingVol. 24(1)

Xuzhou Medical College (CN), China University of Mining and Technology (CN), Zhongda Hospital Southeast University (CN), Gannan Medical University (CN), First Affiliated Hospital of Gannan Medical University (CN), Zhejiang University (CN), Nanjing Medical University (CN)

Xuzhou Medical University, Gannan Medical University

Openalex Percentile: Top 7%

Liver Disease Diagnosis and Treatment

3.09

DOI Open Access PDF OpenAlex

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Explainable machine learning model for predicting the risk of significant liver fibrosis in patients with diabetic retinopathy — Tianlei Zheng, Liangjian Zheng, et al. · BMC Medical Informatics and Decision Making (2024) | TGRS Research Map | TGRS