Author

S. Barcelo

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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Cell Biology· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:imaging· 2 Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Organism:mouse· 1 Approach:statistical model· 1

Frequent Co-Authors

D. Xin· 2 shared V. Shkolnikov· 2 shared Y. Han· 2 shared A. Auduong· 1 shared E. Delp· 1 shared E. J. Delp· 1 shared J. Allebach· 1 shared L. Yang· 1 shared

Activity by Year

2023-2023 · peak 2/yr

Co-Author Collaboration Network

9 top collaborators · 27 mutual co-author links

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2 shared papersCell Biology

D. Xin

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2 papers

Recent·Most cited

Label-Free Mammalian Cell Tracking Enhanced by Precomputed Velocity Fields

Y. Han, L. Yang, V. Shkolnikov, D. Xin, S. Barcelo, J. Allebach, E. Delp

This paper introduces a cell tracking method for label-free phase contrast imaging in microfluidic devices, improving tracking accuracy by incorporating velocity fields and modifying DeepSORT.

bioRxiv · Jan 25, 2023 · PreprintCell Biology

Ensemble Processing and Synthetic Image Generation For Abnormally Shaped Nuclei Segmentation

Y. Han, Y. Lei, V. Shkolnikov, D. Xin, A. Auduong, S. Barcelo, E. J. Delp

This paper proposes a system for segmenting abnormally shaped nuclei using synthetic data and ensemble strategies, achieving better performance than existing methods.

bioRxiv · Jan 25, 2023 · PreprintCell Biology