Author

Hwijoon Lim

Korea Advanced Institute of Science and TechnologyORCID 0000-0002-9872-6234Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Approach:statistical model· 1 Research Focus:variant calling· 1 Assay:whole-genome sequencing· 1

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Dongsu HaniD· 1 shared Jeong Seok LeeiD· 1 shared Jinwoo ParkiD· 1 shared Young Seok JuiD· 1 shared Youngmok JungiD· 1 shared

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2023-2023 · peak 1/yr

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1 shared paperBioinformatics

Dongsu HanORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 12, 2023

Generalizing deep variant callers via domain adaptation and semi-supervised learning

Youngmok Jung, Jinwoo Park, Hwijoon Lim…·Dongsu Han

This paper introduces RUN-DVC, a semi-supervised training method for deep variant callers that improves generalization across sequencing methods with varying error profiles.

DOI 10.1101/2023.08.12.549820

whole-genome sequencingdeep learning

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