# Using machine learning methods to investigate the role of volatile organic compounds in non-alcoholic fatty liver disease

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/using-machine-learning-methods-to-investigate-the-role-of-volatile-organic/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Chih‐Hao Shen,Ruei-Hao Huang,Yaw‐Kuen Li,Ta-Wei Chu,Dee Pei |
| Citations | 4 |
| DOI | 10.3389/fmolb.2025.1631265 |
| Fields | Agricultural and Biological Sciences,Engineering,Nursing |
| Open Access | true |
| OA Status | gold |
| OA URL | https://www.frontiersin.org/journals/molecular-biosciences/articles/10.3389/fmolb.2025.1631265/pdf |
| OpenAlex ID | https://openalex.org/W4413028262 |
| PMID | 40842821 |
| Type | article |
| Year | 2025 |

## Paper authors

- [Chih‐Hao Shen](https://scholariq.org/researchers/chih-hao-shen/)
- [Yaw‐Kuen Li](https://scholariq.org/researchers/yaw-kuen-li/)
- [Ta-Wei Chu](https://scholariq.org/researchers/ta-wei-chu/)
- [Dee Pei](https://scholariq.org/researchers/dee-pei/)

## Paper journal

- [Frontiers in Molecular Biosciences](https://scholariq.org/journals/frontiers-in-molecular-biosciences/)

## Paper primary topic

- [Advanced Chemical Sensor Technologies](https://scholariq.org/topics/advanced-chemical-sensor-technologies/)

## Paper topics

- [Advanced Chemical Sensor Technologies](https://scholariq.org/topics/advanced-chemical-sensor-technologies/)
- [Biochemical Analysis and Sensing Techniques](https://scholariq.org/topics/biochemical-analysis-and-sensing-techniques/)
- [Fermentation and Sensory Analysis](https://scholariq.org/topics/fermentation-and-sensory-analysis/)

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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.