Author

Dongmin Bang

Seoul National UniversityORCID 0000-0001-9217-8380Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:drug response / drug discovery· 2 Approach:deep learning· 1 Approach:statistical model· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Sangseon LeeiD· 2 shared Sun KimiD· 2 shared Bonil KooiD· 1 shared Haerin SongiD· 1 shared Sangsoo LimiD· 1 shared

Activity by Year

2022-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 8 mutual co-author links

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2 shared papersBioinformatics

Sangseon LeeORCID

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2 papers

Recent·Most cited

BioinformaticsBriefings in BioinformaticsPeer-reviewedAug 10, 2026

CAREPath: Semantic Context-Aware Reasoning Paths with Mechanism-Augmented Embeddings for Drug Repurposing

Haerin Song, Dongmin Bang, Bonil Koo…·Sangseon Lee

CAREPath improves drug repurposing by combining semantic path embeddings with mechanism-context augmentation in biomedical knowledge graphs, achieving better performance than existing methods.

DOI 10.1093/bib/bbag472

deep learningtransformer / foundation model

𝕏 PostBluesky

BioinformaticsbioRxivPreprintNov 22, 2022

Multi-layer guilt-by-association-based drug repurposing by integrating clinical knowledge on biological heterogeneous networks

Dongmin Bang, Sangsoo Lim, Sangseon Lee, Sun Kim

This paper introduces a multi-layer guilt-by-association approach for drug repurposing by integrating clinical knowledge into biological networks, improving drug-disease association prediction accuracy.

DOI 10.1101/2022.11.22.517225

statistical modeldrug response / drug discovery

𝕏 PostBluesky