Author

Y. H. Kim

Gyeongsang National UniversityORCID 0000-0001-9877-9398Unclaimed ORCID profile · follow to get notified of new preprints

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Y. H. Kim10 papers

Biology Disciplines

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

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Beomsu BaekiD· 1 shared Eunyoung JangiD· 1 shared Mingon KangiD· 1 shared Sai Phani ParsaiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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1 shared paperBioinformatics

Beomsu BaekORCID

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1 paper

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BioinformaticsBioinformaticsPeer-reviewedJul 24, 2026

Knowledge-Guided Learning with Curated Prior Genetic Biomarkers for Robust Model Interpretation

Beomsu Baek, Eunyoung Jang, Sai Phani Parsa…·Mingon Kang

This paper introduces BioExPL, a model-agnostic framework that integrates curated genetic biomarkers into neural networks to improve predictive performance and model interpretability.

DOI 10.1093/bioinformatics/btag411

statistical modelmachine learning (classical)

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