# Pixel-level spectral aflatoxin B1 content intelligent prediction via fine-tuning large language model (LLM)

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/pixel-level-spectral-aflatoxin-b1-content-intelligent-prediction-via-fine-tuning/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Hongfei Zhu,Yifan Zhao,Longgang Zhao,Ranbing Yang,Zhongzhi Han |
| Citations | 12 |
| DOI | 10.1016/j.foodcont.2024.111071 |
| Fields | Chemistry,Neuroscience |
| Open Access | false |
| OA Status | closed |
| OpenAlex ID | https://openalex.org/W4405010024 |
| Type | article |
| Year | 2024 |

## Paper authors

- [Longgang Zhao](https://scholariq.org/researchers/longgang-zhao/)

## Paper primary topic

- [Spectroscopy and Chemometric Analyses](https://scholariq.org/topics/spectroscopy-and-chemometric-analyses/)

## Paper topics

- [Spectroscopy and Chemometric Analyses](https://scholariq.org/topics/spectroscopy-and-chemometric-analyses/)
- [Brain Tumor Detection and Classification](https://scholariq.org/topics/brain-tumor-detection-and-classification/)

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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.