Author

E. A. K. Cohen

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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Biophysics· 3

Signature Assays, Organisms & Methods

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Assay:imaging· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:fluorescence / live-cell microscopy· 1 Organism:human· 1

Frequent Co-Authors

D. M. Owen· 2 shared A. V. Abraham· 1 shared D. J. Nieves· 1 shared D. Sage· 1 shared D. Williamson· 1 shared F. Levet· 1 shared J. A. Pike· 1 shared J. Griffie· 1 shared

Activity by Year

2017-2021 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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2 shared papersBiophysics

D. M. Owen

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3 papers

Recent·Most cited

A framework for evaluating the performance of SMLM cluster analysis algorithms

D. J. Nieves, J. A. Pike, F. Levet, J. Griffie, D. Sage, E. A. K. Cohen, J.-B. Sibarita, M. Heilemann, D. M. Owen

The paper evaluates SMLM cluster analysis algorithms using ARI and IoU metrics across simulated scenarios to establish a standard framework for future algorithm development.

bioRxiv · Jun 19, 2021Biophysics

Blinking Statistics and Molecular Counting in direct Stochastic Reconstruction Microscopy (dSTORM)

L. Patel, D. Williamson, D. M. Owen, E. A. K. Cohen

The paper develops a method to accurately count molecules in dSTORM microscopy by modeling photo-switching as a Markov process and demonstrates it on T cell LAT proteins.

bioRxiv · Feb 2, 2021Biophysics

Resolution limit of image analysis algorithms

E. A. K. Cohen, A. V. Abraham, R. J. Ober

The paper examines the resolution limits of image analysis algorithms, focusing on challenges in evaluating complex image processing techniques used with modern imaging systems.

bioRxiv · Dec 28, 2017Biophysics