Author

Won Chang

Seoul National UniversityORCID 0000-0003-3556-1249Unclaimed 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:spatial transcriptomics· 2 Approach:Bayesian inference· 1 Research Focus:benchmarking· 1 Research Focus:clustering· 1 Organism:mouse· 1 Approach:statistical model· 1

Frequent Co-Authors

Dongjun ChungiD· 2 shared Qin MaiD· 2 shared Zihai LiiD· 2 shared Brian NeeloniD· 1 shared Carter AlleniD· 1 shared Hang Joon KimiD· 1 shared Hyeongseon JeoniD· 1 shared Juan XieiD· 1 shared

Activity by Year

2021-2024 · peak 1/yr

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10 top collaborators · 33 mutual co-author links

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2 shared papersBioinformatics

Dongjun ChungORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintSep 10, 2024

spaDesign: A Statistical Framework to Improve the Design of Sequencing-based Spatial Transcriptomics Experiments

Juan Xie, Hyeongseon Jeon, Won Chang…·Dongjun Chung

spaDesign provides a statistical framework to optimize sequencing depth in spatial transcriptomics experiments by simulating data and estimating required sequencing depth for detecting spatial domains.

1 citation

humanmouse

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BioinformaticsbioRxivPreprintJun 23, 2021

A Bayesian Multivariate Mixture Model for Spatial Transcriptomics Data

Carter Allen, Yuzhou Chang, Brian Neelon…·Dongjun Chung

This paper introduces SPRUCE, a Bayesian spatial multivariate mixture model for spatial transcriptomics data, which identifies cell sub-populations while accounting for skewness and spatial correlation.

7 citations

humanspatial transcriptomics

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