Author

Bradley W. Joyce

Princeton UniversityORCID 0009-0004-7616-7090Unclaimed 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:cell type annotation· 2 Assay:imaging· 2 Organism:mouse· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1

Frequent Co-Authors

Eszter PósfaiiD· 2 shared Madeleine ChalifouxiD· 2 shared Stanislav Y. ShvartsmaniD· 2 shared Aaron WattersiD· 1 shared Abraham Q. KohrmaniD· 1 shared Alison KickuthiD· 1 shared Binglun ShaoiD· 1 shared Hayden NunleyiD· 1 shared

Activity by Year

2023-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersDevelopmental Biology

Eszter PósfaiORCID

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2 papers

Recent·Most cited

Generative model for the first cell fate bifurcation inmammalian development

Maria Avdeeva, Madeleine Chalifoux, Bradley W. Joyce, Stanislav Y. Shvartsman, Eszter Pósfai

The paper develops a generative model to study the first cell fate bifurcation in mammalian development, revealing stochastic dynamics and temporal heterogeneity in key transcription factors.

Development · Aug 5, 2025Peer-reviewedDevelopmental Biology

Nuclear instance segmentation and tracking for preimplantation mouse embryos

Hayden Nunley, Binglun Shao, Prateek Grover, Jaspreet Singh, Bradley W. Joyce, Rebecca Kim, Abraham Q. Kohrman, Aaron Watters, Zsombor Tamas Gal, Alison Kickuth, Madeleine Chalifoux, Stanislav Y. Shvartsman, Eszter Pósfai, Lisa Brown

The paper introduces a dataset and method for nuclear segmentation and tracking in mouse embryos, identifying Stardist-3D as the most accurate method for this task.

bioRxiv · Mar 14, 2023 · PreprintDevelopmental Biology