Author

Mihail Popescu

University of MissouriORCID 0000-0002-6145-8096Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:gene regulatory network inference· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Approach:large language model· 1 Assay:proteomics· 1

Frequent Co-Authors

Dong He XuiD· 2 shared Yibo CheniD· 2 shared Haowang Liu· 1 shared Jeffrey GaoiD· 1 shared Marius PetruciD· 1 shared Micheal Olaolu ArowoloiD· 1 shared Muhammad Azam· 1 shared Richard HammeriD· 1 shared

Activity by Year

2024-2024 · peak 2/yr

Co-Author Collaboration Network

8 top collaborators · 19 mutual co-author links

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2 shared papersBioinformatics

Dong He XuORCID

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2 papers

Recent·Most cited

BioinformaticsInternational Journal of Artificial Intelligence and Robotics ResearchPeer-reviewedJun 1, 2024

Iterative Prompt Refinement for Mining Gene Relationships from ChatGPT

Yibo Chen, Jeffrey Gao, Marius Petruc…·Dong He Xu

This study improves gene relationship prediction using iterative prompt refinement with ChatGPT, achieving better performance for complex gene interactions.

15 citations

proteomicsdeep learning

𝕏 PostBluesky

BioinformaticsbioRxivPreprintJan 21, 2024

A Comprehensive Evaluation of Large Language Models in Mining Gene Interactions and Pathway Knowledge

Muhammad Azam, Yibo Chen, Micheal Olaolu Arowolo…·Dong He Xu

This paper evaluates 21 large language models for mining gene interactions and pathway knowledge, finding significant performance differences between API-based and open-source models.

9 citations

large language modelstatistical model

𝕏 PostBluesky