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Alexey A. Koloydenko
Alexey A. Koloydenko
Senior Lecturer in Statistics, Royal Holloway, University of London
Verified email at rhul.ac.uk
Title
Cited by
Cited by
Year
Non-Euclidean statistics for covariance matrices, with applications to diffusion tensor imaging
IL Dryden, A Koloydenko, D Zhou
4492009
Diagnosis of tumors during tissue-conserving surgery with integrated autofluorescence and Raman scattering microscopy
K Kong, CJ Rowlands, S Varma, W Perkins, IH Leach, AA Koloydenko, ...
Proceedings of the National Academy of Sciences 110 (38), 15189-15194, 2013
2632013
Development of Raman microspectroscopy for automated detection and imaging of basal cell carcinoma
M Larraona-Puy, A Ghita, A Zoladek, W Perkins, S Varma, IH Leach, ...
Journal of biomedical optics 14 (5), 054031-054031-10, 2009
1092009
Intra-operative spectroscopic assessment of surgical margins during breast conserving surgery
IOEIN Dustin W. Shipp, Emad A. Rakha, Alexey A. Koloydenko, R. Douglas Macmillan
Breast Cancer Research 20 (1), 69, 2018
91*2018
Towards intra-operative diagnosis of tumours during breast conserving surgery by selective-sampling Raman micro-spectroscopy
K Kong, F Zaabar, E Rakha, I Ellis, A Koloydenko, I Notingher
Physics in Medicine & Biology 59 (20), 6141, 2014
882014
The adjusted Viterbi training for hidden Markov models
J Lember, A Koloydenko
502008
Invariant statistics and coding of natural microimages
D Geman, AA Koloydenko
IEEE Workshop on Statistical and Computational Theories of Vision, 1999
431999
Automated multimodal spectral histopathology for quantitative diagnosis of residual tumour during basal cell carcinoma surgery
R Boitor, K Kong, D Shipp, S Varma, A Koloydenko, K Kulkarni, ...
Biomedical optics express 8 (12), 5749-5766, 2017
352017
Bridging Viterbi and posterior decoding: a generalized risk approach to hidden path inference based on hidden Markov models
J Lember, AA Koloydenko
The Journal of Machine Learning Research 15 (1), 1-58, 2014
342014
Discrimination between basal cell carcinoma and hair follicles in skin tissue sections by Raman micro-spectroscopy
M Larraona-Puy, A Ghita, A Zoladek, W Perkins, S Varma, IH Leach, ...
Journal of Molecular Structure 993 (1-3), 57-61, 2011
332011
Estimation of Viterbi path in Bayesian hidden Markov models
KK Jüri Lember, Dario Gasbarra, Alexey Koloydenko
Metron 77 (2), 137–169, 2019
28*2019
Robust acoustic object detection
Y Amit, A Koloydenko, P Niyogi
The Journal of the Acoustical Society of America 118 (4), 2634-2648, 2005
282005
Regularisation, interpolation and visualisation of diffusion tensor images using non-Euclidean statistics
D Zhou, IL Dryden, AA Koloydenko, KMR Audenaert, L Bai
Journal of Applied Statistics, 2015
212015
On adjusted Viterbi training
A Koloydenko, M Käärik, J Lember
Acta Applicandae Mathematicae 96 (1-3), 309-326, 2007
212007
Increasing the speed of tumour diagnosis during surgery with selective scanning Raman microscopy
HCWIN K. Kong, C.J. Rowlands, S. Varma, W. Perkins, I.H. Leach, A.A ...
Journal of Molecular Structure, 58-65, 2014
202014
A constructive proof of the existence of Viterbi processes
J Lember, AA Koloydenko
IEEE Transactions on information theory 56 (4), 2017-2033, 2010
192010
Adjusted Viterbi training
J Lember, A Koloydenko
Probability in the Engineering and Informational Sciences 21 (03), 451-475, 2007
192007
Clinical integration of fast Raman spectroscopy for Mohs micrographic surgery of basal cell carcinoma
R Boitor, C de Wolf, F Weesie, DW Shipp, S Varma, D Veitch, A Wernham, ...
Biomedical Optics Express 12 (4), 2015-2026, 2021
162021
Theory of segmentation
J Lember, K Kuljus, A Koloydenko
Hidden Markov Models, Theory and Applications, 51-84, 2011
152011
A Bayesian method with reparameterization for diffusion tensor imaging
D Zhou, IL Dryden, A Koloydenko, B Li
Medical Imaging 2008: Image Processing 6914, 849-859, 2008
132008
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Articles 1–20