Author

Sunghyun Kim

Dongguk UniversityORCID 0000-0002-6860-5781Unclaimed ORCID profile · follow to get notified of new preprints

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Sunghyun Kim3 papers · Department of Medicine, Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA, USA;

Biology Disciplines

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Bioinformatics· 1

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Research Focus:clustering· 1 Approach:contrastive learning· 1 Assay:spatial transcriptomics· 1

Frequent Co-Authors

Minho Noh· 1 shared S. J. Lee· 1 shared Sangsoo LimiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Minho Noh

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJun 30, 2025

PathCLAST: Pathway-Augmented Contrastive Learning with Attention for Spatial Transcriptomics

Minho Noh, S. J. Lee, Sunghyun Kim, Sangsoo Lim

PathCLAST improves spatial domain identification in spatial transcriptomics by integrating gene expression, histopathology, and pathway information, achieving better clustering accuracy than existing methods.

DOI 10.1101/2025.06.30.662247

spatial transcriptomicscontrastive learning

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