Author

Sean X. Sun

Primary ORCID profile (0000-0002-9077-7088 · 13 papers)Unclaimed ORCID profile · follow to get notified of new preprints

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Same name, identified by ORCID

Sean X. SuniD13 papers · Johns Hopkins University

Biology Disciplines

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Bioengineering· 1 Cancer Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Kai Yao· 1 shared Nash D. Rochman· 1 shared

Activity by Year

2015-2019 · peak 1/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

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1 shared paperBioengineering

Kai Yao

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2 papers

Recent·Most cited

BioengineeringbioRxivPreprintJan 29, 2019

Cell Type Classification and Unsupervised MorphologicalPhenotype Identification from Low-Res Images with DeepLearning

Kai Yao, Nash D. Rochman, Sean X. Sun

This paper develops a deep learning method for cell type classification and unsupervised morphological phenotype identification from low-resolution images.

DOI 10.1101/533216

imagingdeep learning

𝕏 PostBluesky

Cancer BiologybioRxivPreprintDec 3, 2015

Stochastic Models for Population Dynamics

The paper introduces stochastic models to connect single-cell division dynamics with population-level behavior, focusing on cancer cell growth and experimental population fluctuations.

DOI 10.1101/031237

statistical model

𝕏 PostBluesky