# Identification of biomarkers in nonalcoholic fatty liver disease: A machine learning method and experimental study

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/identification-of-biomarkers-in-nonalcoholic-fatty-liver-disease-a-machine/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Na Han,Juan He,Lixin Shi,Miao Zhang,Jing Zheng,Yuanshuo Fan |
| Citations | 17 |
| DOI | 10.3389/fgene.2022.1020899 |
| Fields | Medicine |
| Open Access | true |
| OA Status | gold |
| OA URL | https://www.frontiersin.org/articles/10.3389/fgene.2022.1020899/pdf |
| OpenAlex ID | https://openalex.org/W4308320637 |
| PMID | 36419827 |
| Type | article |
| Year | 2022 |

## Paper authors

- [Jing Zheng](https://scholariq.org/researchers/jing-zheng/)

## 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/)
- [Lipid metabolism and disorders](https://scholariq.org/topics/lipid-metabolism-and-disorders/)
- [Liver Diseases and Immunity](https://scholariq.org/topics/liver-diseases-and-immunity/)

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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.