# Integration of Metabolomics, Lipidomics, and Machine Learning for Developing a Biomarker Panel to Distinguish the Severity of Metabolic‐Associated Fatty Liver Disease

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/integration-of-metabolomics-lipidomics-and-machine-learning-for-developing-a/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Yan Ping Hui,Jiameng Qu,Junjie Yang,Hanwen Zhang,Liang Chen,N Miao,Qian Zhang,Huarong Xu,Yiling Li,Qing Li |
| Citations | 2 |
| DOI | 10.1002/bmc.70142 |
| Fields | Biochemistry, Genetics and Molecular Biology,Medicine |
| Open Access | false |
| OA Status | closed |
| OpenAlex ID | https://openalex.org/W4411345971 |
| PMID | 40522140 |
| Type | article |
| Year | 2025 |

## Paper authors

- [Junjie Yang](https://scholariq.org/researchers/junjie-yang/)
- [Huarong Xu](https://scholariq.org/researchers/huarong-xu/)
- [Hanwen Zhang](https://scholariq.org/researchers/hanwen-zhang/)
- [Liang Chen](https://scholariq.org/researchers/liang-chen/)
- [Qing Li](https://scholariq.org/researchers/qing-li/)

## Paper funders

- [China Postdoctoral Science Foundation](https://scholariq.org/funders/china-postdoctoral-science-foundation/)

## Paper journal

- [Biomedical Chromatography](https://scholariq.org/journals/biomedical-chromatography/)

## Paper primary topic

- [Liver Disease Diagnosis and Treatment](https://scholariq.org/topics/liver-disease-diagnosis-and-treatment/)

## Paper topics

- [Liver Disease Diagnosis and Treatment](https://scholariq.org/topics/liver-disease-diagnosis-and-treatment/)
- [Metabolomics and Mass Spectrometry Studies](https://scholariq.org/topics/metabolomics-and-mass-spectrometry-studies/)
- [Diet, Metabolism, and Disease](https://scholariq.org/topics/diet-metabolism-and-disease/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.