Author

Sumin Kim

ORCID 0009-0002-5156-8432Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:scRNA-seq· 1 Assay:spatial transcriptomics· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Daeseung LeeiD· 1 shared Dongjoo LeeiD· 1 shared Haenara ShiniD· 1 shared Hongyoon ChoiiD· 1 shared Jeongbin ParkiD· 1 shared Jiwon KimiD· 1 shared Sungwoo BaeiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Daeseung LeeORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintMay 8, 2024

CELLama: Foundation Model for Single Cell and Spatial Transcriptomics by Cell Embedding Leveraging Language Model Abilities

Hongyoon Choi, Jeongbin Park, Sumin Kim…·Daeseung Lee

CELLama transforms single-cell and spatial transcriptomics data into embeddings using language model abilities, enabling flexible analysis without manual reference data.

13 citations

scRNA-seqspatial transcriptomics

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