Author

Chan‐Young Ock

Lunit (South Korea)ORCID 0000-0002-6755-9728Unclaimed 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 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:statistical model· 1 Research Focus:variant effect prediction· 1 Assay:whole-exome sequencing· 1

Frequent Co-Authors

Akshat SinghaliD· 1 shared Chang Ho Ahn· 1 shared David LaubiD· 1 shared Dean BoecheriD· 1 shared Hannah K. CarteriD· 1 shared Ingoo LeeiD· 1 shared Jimin MooniD· 1 shared JungHo KongiD· 1 shared

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2025-2025 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperSystems Biology

Akshat SinghalORCID

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1 paper

Recent·Most cited

Systems BiologybioRxivPreprintSep 8, 2025

Translating clinical gene sequencing into a foundational representation of tumor subtype

JungHo Kong, Ingoo Lee, Dean Boecher…·Trey E. Ideker

This paper introduces MutationProjector, an AI model that converts tumor mutation profiles into cancer subtype representations, achieving strong performance in predicting treatment responses and classifying metastasis.

1 citation

humanwhole-exome sequencing

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