Imperial College London

Dr Ed Cohen

Faculty of Natural SciencesDepartment of Mathematics

Reader in Statistics
 
 
 
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Contact

 

+44 (0)20 7594 3986e.cohen

 
 
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Location

 

536Huxley BuildingSouth Kensington Campus

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Summary

 

Summary

Ed Cohen is a Reader in Statistics in the Department of Mathematics. His research interests lie broadly in statistical signal and image processing. Particular areas of focus include: the analysis of multivariate event and count processes, network processes, adaptive estimation and change point detection. He also develops methodology for the quantitative analysis of bioimaging data with interests including spatial statistics, clustering, molecular counting and metrology.

Motivated by applications in engineering and the natural sciences, his collaborators include a diverse set of academic and industry collaborators, from the life sciences to cyber security.

Ed is an investigator and project lead on the EPSRC NeST Programme.

Selected Publications

Journal Articles

Nieves D, Pike J, Levet F, et al., A framework for evaluating the performance of SMLM cluster analysis algorithms, Nature Methods, ISSN:1548-7091

Cohen E, Gibberd A, 2022, Wavelet spectra for multivariate point processes, Biometrika, Vol:109, ISSN:0006-3444, Pages:837-851

Shlomovich L, Cohen E, Adams N, A parameter estimation method for multivariate aggregated Hawkes processes, Statistics and Computing, ISSN:0960-3174

Shlomovich L, Cohen E, Adams N, et al., 2022, Parameter estimation of binned Hawkes processes, Journal of Computational and Graphical Statistics, Vol:31, ISSN:1061-8600, Pages:990-1000

Patel L, David W, Owen D, et al., 2021, Blinking statistics and molecular counting in direct stochastic reconstruction microscopy (dSTORM), Bioinformatics, Vol:37, ISSN:1367-4803, Pages:2730-2737

Boland MA, Cohen EAK, Flaxman SR, et al., 2021, Improving axial resolution in Structured Illumination Microscopy using deep learning, Royal Society of London. Philosophical Transactions A. Mathematical, Physical and Engineering Sciences, Vol:379, ISSN:1364-503X

Ward S, Cohen E, Adams N, 2021, Testing for complete spatial randomness on three dimensional bounded convex shapes, Spatial Statistics, Vol:41, ISSN:2211-6753

Patel L, Cohen E, Ober R, et al., 2019, A hidden Markov model approach to characterizing the photo-switching behavior of fluorophores, Annals of Applied Statistics, Vol:13, ISSN:1932-6157, Pages:1397-1429

Cohen E, Abraham A, Ramakrishnan S, et al., 2019, Resolution limit of image analysis algorithms, Nature Communications, Vol:10, ISSN:2041-1723

More Publications