Author

Juyeong Park

Yonsei University

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Cancer Biology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Organism:human· 1 Research Focus:variant calling· 1 Assay:whole-exome sequencing· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Ahwon LeeiD· 1 shared Dong-Hyuk HeoiD· 1 shared Eonji Noh· 1 shared Heeyeon Cho· 1 shared Inyoung Kim· 1 shared Jiin Park· 1 shared Jiwon Han· 1 shared Jonghwan Shin· 1 shared

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1 shared paperCancer Biology

Ahwon LeeORCID

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1 paper

Recent·Most cited

Cancer BiologybioRxivPreprintFeb 7, 2026

Accurate somatic variant detection from formalin fixed, paraffin embedded tissue (FFPE) derived WES and WGS by DeepOmicsFFPE-PLUS, a sequence context-based transformer

Wan Seop Kim, Ahwon Lee, Inyoung Kim…·Dong-Hyuk Heo

This paper develops DeepOmicsFFPE-PLUS, a transformer-based tool to accurately detect somatic variants from FFPE-derived WES and WGS data, outperforming existing methods and restoring biologically relevant mutational signatures.

DOI 10.64898/2026.02.05.702695

humanwhole-exome sequencing

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