Author

Jungwoo Seo

Seoul National UniversityORCID 0009-0002-9008-1678Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:human· 2 Assay:imaging· 2 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Approach:statistical model· 1

Frequent Co-Authors

Jiook ChaiD· 2 shared Bo‐Gyeom KimiD· 1 shared Eunji LeeiD· 1 shared Gakyung KimiD· 1 shared Hee‐Hwan WangiD· 1 shared Junbeom KwoniD· 1 shared Shinjae YooiD· 1 shared Taesup MooniD· 1 shared

Activity by Year

2025-2025 · peak 2/yr

Co-Author Collaboration Network

9 top collaborators · 20 mutual co-author links

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2 shared papersGenetics

Jiook ChaORCID

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2 papers

Recent·Most cited

GeneticsNature CommunicationsPeer-reviewedSep 26, 2025

Polygenic architecture of brain structure and function, behaviors, and psychopathologies in children

Yoonjung Yoonie Joo, Bo‐Gyeom Kim, Gakyung Kim…·Jiook Cha

This study identifies genetic associations between brain structure/function, cognitive traits, and psychopathologies in children using polygenic scores and multivariate analysis.

8 citationstop 4%

humanimaging

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NeuroscienceImaging NeurosciencePeer-reviewedJan 1, 2025

Predicting task-related brain activity from resting-state brain dynamics with fMRI Transformer

Junbeom Kwon, Jungwoo Seo, Hee‐Hwan Wang…·Jiook Cha

This paper introduces SwiFUN, a deep-learning framework for predicting task-related brain activity from resting-state fMRI, achieving higher accuracy than existing methods in adults and children.

18 citationstop 1%

humanimaging

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