Author

Nathamon Kosoltanapiwat

Mahidol UniversityORCID 0000-0001-7465-0696Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:large language model· 2 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1

Frequent Co-Authors

Akanitt JittmittraphapiD· 2 shared Basirudeen Syed Ahamed KabeeriD· 2 shared Damien ChaussabeliD· 2 shared Darawan RinchaiiD· 2 shared Karolina PaluckaiD· 2 shared Marina YurievaiD· 2 shared Mohammed ToufiqiD· 2 shared Muthita VanaporniD· 2 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersBioinformatics

Akanitt JittmittraphapORCID

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2 papers

Recent·Most cited

BioinformaticsBioinformaticsPeer-reviewedOct 1, 2025

Automating Candidate Gene Prioritization with Large Language Models: From Naive Scoring to Literature-Grounded Validation

Taushif Khan, Mohammed Toufiq, Marina Yurieva…·Damien Chaussabel

This paper develops a framework using large language models for gene prioritization, validated against literature, identifying 30 high-confidence therapeutic candidates for sepsis.

2 citations

humanbulk RNA-seq

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BioinformaticsbioRxivPreprintDec 10, 2024

Automating Candidate Gene Prioritization with Large Language Models: Development and Benchmarking of an API-Driven Workflow Leveraging GPT-4

Taushif Khan, Mohammed Toufiq, Marina Yurieva…·Damien Chaussabel

This paper develops an API-driven workflow using GPT-4 to automate candidate gene prioritization, demonstrating high consistency and scalability in identifying sepsis-related genes.

DOI 10.1101/2024.12.10.627808

large language modelbenchmarking

𝕏 PostBluesky