Author

P. Bubenik

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· 1

Signature Assays, Organisms & Methods

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Research Focus:clustering· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

E. A. Vitriol· 1 shared J. B. Heidings· 1 shared K. Skruber· 1 shared N. Milicevic· 1 shared P. Edwards· 1 shared T.-A. Read· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperCell Biology

E. A. Vitriol

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1 paper

Recent·Most cited

TDAExplore: quantitative image analysis through topology-based machine learning

P. Edwards, K. Skruber, N. Milicevic, J. B. Heidings, T.-A. Read, P. Bubenik, E. A. Vitriol

TDAExplore uses topology-based machine learning to classify images with fewer samples and provides quantitative group differences and subcellular dissimilarity analysis.

Patterns · Nov 1, 2021Peer-reviewedCell Biology