Author

Seung Yun Choi

Seoul National UniversityORCID 0000-0002-9199-8691Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Jinwoo LeeiD· 1 shared Jiook ChaiD· 1 shared Junghoon ParkiD· 1 shared Maria PakiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperNeuroscience

Jinwoo LeeORCID

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1 paper

Recent·Most cited

A more comprehensive and reliable analysis of individual differences with generalized random forest for high-dimensional data: validation and guidelines

Jinwoo Lee, Junghoon Park, Maria Pak, Seung Yun Choi, Jiook Cha

This paper improves generalized random forest for analyzing individual treatment effects by stabilizing predictions and identifying key moderators in high-dimensional data.

bioRxiv · Oct 28, 2025 · PreprintNeuroscience