Author

A. Kolbeinsson

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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Bioengineering· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:fluorescence / live-cell microscopy· 1 Assay:imaging· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

C. Bakal· 1 shared C. Dunsby· 1 shared E. Garcia· 1 shared F. Görlitz· 1 shared J. Lightley· 1 shared L. Donnelly· 1 shared M. A. A. Neil· 1 shared P. Barnes· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioengineering

C. Bakal

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1 paper

Recent·Most cited

Robust optical autofocus system utilizing neural networks trained for extended range and time-course and automated multiwell plate imaging including single molecule localization microscopy

J. Lightley, F. Görlitz, S. Kumar, R. Kalita, A. Kolbeinsson, E. Garcia, Y. Alexandrov, V. Bousgouni, R. Wysoczanski, P. Barnes, L. Donnelly, C. Bakal, C. Dunsby, M. A. A. Neil, S. Flaxman, P. M. W. French

The paper develops a neural network-based autofocus system for microscopy, improving accuracy and range for long-term and multiwell plate imaging.

bioRxiv · Mar 5, 2021Bioengineering