Preprints

M. Boland, E.A.K. Cohen, S. Flaxman, and M.A.A. Neil
Improving axial resolution in SIM using deep learning
arxiv.org/abs/2009.02264

S.F. Mersmann, E. Johns, T. Young, W.A. McEwan, L.C. James, E.A.K. Cohen, and J.Grove
Learning to count: determining the stoichiometry of bio-molecular complexes using fluoroscence microscopy and statistical modelling
biorxiv.org/content/10.1101/2020.07.23.217745v1

S. Ward, E.A.K. Cohen, N. Adams
Testing for complete spatial randomness on 3 dimensional bounded convex shapes
arxiv.org/abs/2002.03674

L. Shlomovich, E.A.K. Cohen, N. Adams and L. Patel
A Monte Carlo EM algorithm for the parameter estimation of aggregated Hawkes processes
arxiv.org/abs/2001.07160

L. Patel, D. Owen and E.A.K. Cohen
Blinking statistics and molecular counting in direct stochastic reconstruction microscopy
biorxiv.org/content/10.1101/834572v1

E.A.K. Cohen and A.J. Gibberd
Wavelet spectra for multivariate point processes
arxiv.org/abs/1908.02634


J. Lutzeyer and E.A.K. Cohen.
Correcting the estimator for the mean vectors in a multivariate "errors-in-variables" regression model.
arxiv.org/abs/1510.03600



Peer reviewed publications

S. You, J. Chao, E.A.K. Cohen, E.S. Ward and R.J. Ober
A microscope calibration protocol for single-molecule microscopy
Optics Express, Accepted, 2020.

Y. Taleb and E.A.K. Cohen
Multiresolution analysis of point processes and statistical thresholding for Haar wavelet-based intensity estimation.
Annals of the Institute of Statistical Mathematics,
2020.

L. Patel, N. Gustafsson, Y. Lin, R. Ober, R. Henriques and E. A. K. Cohen
A hidden Markov model approach to charaterizing the photo-switching behavior of fluorophores
Annals of Applied Statistics, 13(3), 1397-1429, 2019.

E.A.K. Cohen, A.V. Abraham, S. Ramakrishnan and R. Ober
Resolution limit of image analysis algorithms
Nature Communications, 10, 793, 2019

A. Gibberd, J. Noble and E.A.K. Cohen
Characterising dependency in computer networks using spectral coherence.
Proceedings of ITISE. 1, 1147-1157, 2018.

A. Gibberd and E.A.K. Cohen.

Temporally smoothed wavelet coherence for multivariate point processes with application to neuron-firing
Proceedings of the Asilomar Conference on Signals, Systems and Computers, 1220-1224, 2018.

L. Patel and E.A.K. Cohen.

Bayesian filtering for spatial estimation of photo-switching fluorophores imaged in Super-resolution fluorescence microscopy.
Proceedings of the Asilomar Conference on Signals, Systems and Computers, 1187-1191, 2018.

S. Ward, N.M. Adams and E.A.K. Cohen.

Fusing multimodal microscopy data for improved cell boundary estimation and fluorophore localisation of Pseudomonas aeruginosa.
Proceedings of the Asilomar Conference on Signals, Systems and Computers, 1177-1181, 2018.

J. Griffie, L. Shlomovich, D. Williamson, M. Shannon, J, Aarons, S. Khuon, G. Burn, L. Boelen, R. Peters, A. Cope, E. A. K. Cohen, P. Rubin-Delanchy, and D. Owen.

3D Bayesian cluster analysis of super-resolution data reveals LAT recruitment to the T cell synapse.
Scientific Reports, 7, 4077, 2017.

J. Hogan, E.A.K. Cohen and N.M. Adams. Devising a fairer methods for adjusting target scores in interrupted One-Day International cricket.
Electronic Journal of Applied Statistical Analysis, 10(3), 745-758, 2017.


Y. Taleb and E.A.K. Cohen. A wavelet based likelihood ratio test for the homogeneity of Poisson processes.
Proc IEEE SSP. 2016.

E.A.K. Cohen, D. Kim and R.J. Ober. The Cramer Rao lower bound for point based image registration with heteroscedastic error model for application in single molecule microscopy.
IEEE Transactions on Medical Imaging, 34, 2632 --- 2644, 2015.

J. Rossy, E. A. K. Cohen, K. Gaus and D. M. Owen. Method for Co-Cluster Analysis in Multichannel Single Molecule Localization Data.
Histochemisty and Cell Biology, 141, 605 --- 612, 2014.

E.A.K. Cohen. Multi-wavelet coherence for point processes on the real-line.
Proc IEEE International Conference of Acoustics, Speech and Signal Processing, Florence, 2668 --- 2672, 2014
 
E.A.K. Cohen and R.J. Ober. Analysis of errors in point based image registration with applications in single molecule microscopy.
IEEE Transactions on Signal Processing, 61, 6291 --- 6306, 2013.

E.A.K. Cohen and R.J. Ober. Measurement errors in fluorescence microscopy image registration.
Proc Asilomar Conference on Signals, Systems and Computers, 2012. Pacific Grove, CA, 2012. 1602 --- 1606, 2013
 
A. T. Walden and E.A.K. Cohen. Statistical properties of coherence estimators for evolutionary processes.
IEEE Transactions on Signal Processing, 60, 4586 --- 4597, 2012.


E.A.K. Cohen and R.J. Ober. Image Registration Error Analysis with applications in single molecule microscopy.
Proc IEEE Biomedical Imaging Symposium - From Nano to Macro. Barcelona 996 --- 999, 2012.
 
E.A.K. Cohen and A. T. Walden. Wavelet coherence for certain nonstationary bivariate processes.
IEEE Transactions on Signal Processing, 59,  2522 --- 2531, 2011.

E.A.K. Cohen and A. T. Walden. A statistical analysis of temporally smoothed wavelet coherence.
IEEE Transactions on Signal Processing, 58, 2964 --- 2973, 2010.

E.A.K. Cohen and A. T. Walden. A statistical analysis of Morse wavelet coherence.
IEEE Transactions on Signal Processing, 58, 980 --- 989, 2010.

Books

Statistical Data Science. Editors N.M. Adams and E.A.K. Cohen. World Scientific. 2018
 


PhD Thesis
E.A.K. Cohen. A statistical study of wavelet coherence for stationary and non-stationary processes. pdf