# Multiple machine learning algorithms identify 13 types of cell death-critical genes in large and multiple non-alcoholic steatohepatitis cohorts

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/multiple-machine-learning-algorithms-identify-13-types-of-cell-death-critical/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Renao Jiang,Longfei Dai,Xin‐Jian Xu,Zhen Zhang |
| Citations | 0 |
| DOI | 10.1186/s12944-025-02588-5 |
| Fields | Medicine |
| Open Access | true |
| OA Status | gold |
| OA URL | https://lipidworld.biomedcentral.com/counter/pdf/10.1186/s12944-025-02588-5 |
| OpenAlex ID | https://openalex.org/W4410210171 |
| PMID | 40340817 |
| Type | article |
| Year | 2025 |

## Paper authors

- [Renao Jiang](https://scholariq.org/researchers/renao-jiang/)
- [Xin‐Jian Xu](https://scholariq.org/researchers/xin-jian-xu/)
- [Longfei Dai](https://scholariq.org/researchers/longfei-dai/)

## Paper journal

- [Lipids in Health and Disease](https://scholariq.org/journals/lipids-in-health-and-disease/)

## 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/)
- [Liver Diseases and Immunity](https://scholariq.org/topics/liver-diseases-and-immunity/)
- [Liver physiology and pathology](https://scholariq.org/topics/liver-physiology-and-pathology/)

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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.