Application of LLMs/Transformer-Based Models for Metabolite Annotation in Metabolomics

Yijiang LIU, Feifan ZHANG, Yifei GE, Qiao Liu, Siyu he, Xiaotao SHEN
May 2025
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Abstract

Liquid Chromatography-Mass Spectrometry (LC-MS) untargeted metabolomics has become a cornerstone of modern biomedical research, enabling the analysis of complex metabolite profiles in biological systems.

Type
Journal article
Publication
Health and Metabolism
Yijiang LIU
Yijiang LIU
PhD Candidate (2025-)

Biostatistics, Microbiome, Mathematics Modelling, Bioinformatics, Population Health, Multi-omics.

Feifan ZHANG
Feifan ZHANG
PhD Candidate (2025-)

Artificial Intelligence, Large Language Model, Bioinformatics.

Yifei GE
Yifei GE
PhD Candidate (2025-)

Biostatistics, Microbiome, Mathematics Modelling, Bioinformatics, Population Health, Multi-omics.

Xiaotao SHEN
Xiaotao SHEN
Nanyang Assistant Professor

Metabolomics, Multi-omics, Bioinformatics, Systems Biology.