Author

Winston Tan

Boston University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1 Pathology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 2 Research Focus:clustering· 2 Approach:deep learning· 2 Assay:imaging· 2 Organism:mouse· 2 Research Focus:dimensionality reduction· 1 Organism:human· 1

Frequent Co-Authors

Anqi ZouiD· 2 shared Chao ZhangiD· 2 shared Hui A. CheniD· 2 shared J. M. HendersoniD· 2 shared Jiayi JiiD· 2 shared Weining LuiD· 2 shared Aksel D. LaudoniD· 1 shared Connor Kim· 1 shared

Activity by Year

2025-2025 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 41 mutual co-author links

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2 shared papersBioinformatics

Anqi ZouORCID

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2 papers

Recent·Most cited

Deep Learning Enables Automated Segmentation and Quantification of Ultrastructure from Transmission Electron Microscopy Images

Anqi Zou, Winston Tan, Jiayi Ji, Florencia Rojas-Miguez, Laura Dodd, Emily Oei, Sarah R. Vargas, Stephen P. Berasi, Hongying Yang, Hui A. Chen, Joel Henderson, Xueping Fan, Weining Lu, Chao Zhang

This paper introduces TEAMKidney, a deep learning framework for automated segmentation and quantification of TEM images, showing improved accuracy and efficiency over existing methods.

bioRxiv · Nov 5, 2025 · PreprintBioinformatics

Digital pathology assessment of kidney glomerular filtration barrier ultrastructure in an animal model of podocytopathy

Aksel D. Laudon, Zhaoze Wang, Anqi Zou, Richa N. K. Sharma, Jiayi Ji, Winston Tan, Connor Kim, Yingzhe Qian, Qin Ye, Hui A. Chen, J. M. Henderson, Chao Zhang, Vijaya B. Kolachalama, Weining Lu

This paper develops a deep learning method to automate measurement of glomerular basement membrane and podocyte foot process widths in TEM images of podocytopathy mouse models, showing comparable accuracy to manual methods.

Biology Methods and Protocols · Jan 1, 2025Peer-reviewedPathology