Author

Sylvia S Chien

University of WashingtonORCID 0000-0001-6965-8319Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Hao Yuan KuehiD· 1 shared Jin DaiiD· 1 shared Pamela Sue BeckeriD· 1 shared Phuc NguyeniD· 1 shared Raymond J. MonnatiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Hao Yuan KuehORCID

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1 paper

Recent·Most cited

BioinformaticsPLoS Computational BiologyPeer-reviewedDec 30, 2021

Unsupervised discovery of dynamic cell phenotypic states from transmitted light movies

Phuc Nguyen, Sylvia S Chien, Jin Dai…·Hao Yuan Kueh

This paper introduces UPSIDE, a deep learning platform that identifies dynamic cell phenotypic states from transmitted light movies by clustering latent representations and inferring transition rates.

10 citations

imagingdeep learning

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