Author

V. Shkolnikov

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

Biology Disciplines

Click to filter author papers

Cell Biology· 2

Signature Assays, Organisms & Methods

Click to filter · or open tag

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 S. Barcelo· 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

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersCell Biology

D. Xin

Mutual co-authors in cluster

Author profile →

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