Author

Sumin Hong

Hanyang University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Bioengineering· 1 Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:deep learning· 2 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Research Focus:software / tool· 1 Assay:spatial transcriptomics· 1

Frequent Co-Authors

Alexis KaushanskyiD· 1 shared Christina Ren· 1 shared Harry Higgins· 1 shared Jessica Cardenas· 1 shared Jin-Seon Oh· 1 shared Jin‐Wu NamiD· 1 shared Jing‐fei DongiD· 1 shared Joseph D. SmithiD· 1 shared

Activity by Year

2025-2025 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioengineering

Alexis KaushanskyORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

A Machine Learning- 3D Microvessel Platform Identifies Kinase Targets Restoring Blood-Brain-Barrier Endothelial Integrity.

Yu Jung Shin, Ling Wei, Sumin Hong, Christina Ren, M. Zigman Jeffrey, Jessica Cardenas, Harry Higgins, Nhi Ho, Kira M. Evitts, Joseph D. Smith, Jing‐fei Dong, Alexis Kaushansky, Ying Yi Zheng

This paper develops a 3D human brain endothelial platform combined with machine learning to identify kinase inhibitors that restore blood-brain barrier integrity in TBI.

bioRxiv · Dec 15, 2025 · PreprintBioengineering

shRNAI: a deep neural network for the design of highly potent shRNAs

Seokju Park, Seong-Ho Park, Jin-Seon Oh, Sumin Hong, Kyung Wook Been, Yung‐Kyun Noh, Junho K. Hur, Jin‐Wu Nam

shRNAI is a deep learning model that designs potent shRNAmir gRNAs by incorporating sequence and contextual features, outperforming existing methods on both simulated and experimental data.

Molecular Therapy — Nucleic Acids · Oct 11, 2025Peer-reviewedBioinformatics