Author

Youngmin Bhak

Ulsan National Institute of Science and TechnologyORCID 0009-0002-7466-8786Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Organism:human· 2 Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:scRNA-seq· 1 Research Focus:trajectory inference· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Hyun Wook HaniD· 1 shared Jong BhakiD· 1 shared Joon Ho Park· 1 shared Sungwon JeoniD· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 2 mutual co-author links

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1 shared paperBioinformatics

Hyun Wook HanORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintJun 11, 2026

GeroEngine: Generative single-cell aging trajectories reveal a bidirectionally traversable identity core and direction-specific inflammatory remodeling

Youngmin Bhak, Sungwon Jeon, Jong Bhak

GeroEngine reveals aging trajectories show bidirectional identity recovery and direction-specific inflammation, suggesting homeostatic restoration over inflammation suppression.

DOI 10.64898/2026.06.08.731002

humanscRNA-seq

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BioinformaticsbioRxivPreprintJun 15, 2024

DR3E-Net: Drug Repurposing Network Framework Based on Deep Embedding, Differentially Expressed Genes, and Drug Side Effects

Youngmin Bhak, Joon Ho Park, Hyun Wook Han

DR3E-Net predicts alternative drugs for Alzheimer's by integrating gene expression, disease-related DEGs, and drug side effects using deep embedding and cosine similarity.

DOI 10.1101/2024.06.15.599138

humanbulk RNA-seq

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