Author

Hyebin Bak

CrystalGenomics (South Korea)

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:differential expression· 1 Assay:DNA methylation· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Asta BlažytėiD· 1 shared Byoung-Chul KimiD· 1 shared Dong-Hyun ShiniD· 1 shared Eun‐Seok ShiniD· 1 shared Hyojin Um· 1 shared Hyojung RyuiD· 1 shared Hyung-Tae Jung· 1 shared Ji-Hye AhniD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Asta BlažytėORCID

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1 paper

Recent·Most cited

Identification of 17 novel epigenetic biomarkers associated with anxiety disorders using differential methylation analysis followed by machine learning-based validation

Yoonsung Kwon, Asta Blažytė, Yeonsu Jeon, Yeo Jin Kim, Kyungwhan An, Sungwon Jeon, Hyojung Ryu, Dong-Hyun Shin, Ji-Hye Ahn, Hyojin Um, Younghui Kang, Hyebin Bak, Byoung-Chul Kim, Semin Lee, Hyung-Tae Jung, , Jong Bhak

The paper identifies 17 novel DNA methylation biomarkers for anxiety disorders through differential methylation analysis and validates them using machine learning models.

Clinical Epigenetics · Feb 17, 2025Peer-reviewedBioinformatics