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A. Koloydenko · SciRah

Researcher profile · Semantic Scholar

A. Koloydenko

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A. Koloydenko — researcher profile on SciRah

h-index: 16
Works: 53
Citations: 1,374

Most-cited papers

Non-Euclidean statistics for covariance matrices, with applications to diffusion tensor imaging
I. Dryden, A. Koloydenko, Di-Wei Zhou
2009443 citations Open access
Semantic Scholar
Diagnosis of tumors during tissue-conserving surgery with integrated autofluorescence and Raman scattering microscopy
K. Kong, C. J. Rowlands, S. Varma, W. Perkins +4 more
2013Proceedings of the National Academy of Sciences of the United States of America222 citations Open access
Semantic Scholar
Bridging Viterbi and posterior decoding: a generalized risk approach to hidden path inference based on hidden Markov models
J. Lember, A. Koloydenko
2014Journal of machine learning research111 citations
Semantic Scholar
Development of Raman microspectroscopy for automated detection and imaging of basal cell carcinoma.
M. Larraona-Puy, Adrian Ghita, A. Zoladek, W. Perkins +5 more
2009Journal of Biomedical Optics97 citations Open access
Semantic Scholar
Towards intra-operative diagnosis of tumours during breast conserving surgery by selective-sampling Raman micro-spectroscopy
K. Kong, F. Zaabar, E. Rakha, I. Ellis +2 more
2014Physics in Medicine and Biology88 citations Open access
Semantic Scholar
Adjusted Viterbi training for hidden Markov models
J. Lember, A. Koloydenko
200739 citations
Semantic Scholar
Invariant Statistics and Coding of Natural Microimages
A. Koloydenko, D. Geman
199837 citations
Semantic Scholar
Automated multimodal spectral histopathology for quantitative diagnosis of residual tumour during basal cell carcinoma surgery
R. Boitor, K. Kong, Dustin W. Shipp, S. Varma +12 more
2017Biomedical Optics Express30 citations Open access
Semantic Scholar
Discrimination between basal cell carcinoma and hair follicles in skin tissue sections by Raman micro-spectroscopy
M. Larraona-Puy, Adrian Ghita, A. Zoladek, W. Perkins +5 more
201125 citations
Semantic Scholar
Increasing the speed of tumour diagnosis during surgery with selective scanning Raman microscopy
K. Kong, C. J. Rowlands, S. Varma, W. Perkins +5 more
201422 citations Open access
Semantic Scholar
Estimation of Viterbi path in Bayesian hidden Markov models
J. Lember, Dario Gasbarra, A. Koloydenko, Kristi Kuljus
2018Metron19 citations Open access
Semantic Scholar
A Constructive Proof of the Existence of Viterbi Processes
J. Lember, A. Koloydenko
2008IEEE Transactions on Information Theory19 citations Open access
Semantic Scholar
ADJUSTED VITERBI TRAINING
J. Lember, A. Koloydenko
2004Probability in the engineering and informational sciences (Print)19 citations Open access
Semantic Scholar
Regularisation, interpolation and visualisation of diffusion tensor images using non-Euclidean statistics
Di-Wei Zhou, I. Dryden, A. Koloydenko, K. Audenaert +1 more
201518 citations Open access
Semantic Scholar
Robust acoustic object detection.
Y. Amit, A. Koloydenko, P. Niyogi
2005Journal of the Acoustical Society of America18 citations
Semantic Scholar
Adjusted Viterbi Training:a proof of concept
J. Lember, A. Koloydenko
200517 citations
Semantic Scholar
Clinical integration of fast Raman spectroscopy for Mohs micrographic surgery of basal cell carcinoma
R. Boitor, Coen de Wolf, F. Weesie, Dustin W. Shipp +9 more
2021Biomedical Optics Express16 citations Open access
Semantic Scholar
Infinite Viterbi alignments in the two state hidden Markov models
J. Lember, A. Koloydenko
200716 citations Open access
Semantic Scholar
Theory of Segmentation
J. Lember, Kristi Kuljus, A. Koloydenko
201115 citations Open access
Semantic Scholar
A Bayesian method with reparameterization for diffusion tensor imaging
Di-Wei Zhou, I. Dryden, A. Koloydenko, Bai Li
2008SPIE Medical Imaging11 citations
Semantic Scholar
Diagnostic accuracy of autofluorescence-Raman spectroscopy for surgical margin assessment during Mohs micrographic surgery of basal cell carcinoma.
R. Boitor, Sandeep Varma, Ashish Sharma, Sunita Odedra +9 more
2024British Journal of Dermatology10 citations Open access
Semantic Scholar
On Adjusted Viterbi Training
A. Koloydenko, M. Kaarik, J. Lember
200710 citations Open access
Semantic Scholar
The adjusted Viterbi training for hidden
Jüri Lember, A. Koloydenko
20088 citations Open access
Semantic Scholar
Intraoperative spectroscopic evaluation of sentinel lymph nodes in breast cancer surgery
S. Barkur, R. Boitor, Raluca Mihai, Navarasi S. Raja Gopal +5 more
2024Breast Cancer Research and Treatment7 citations Open access
Semantic Scholar
Procrustes analysis for diffusion tensor image processing
Di-Wei Zhou, I. Dryden, A. Koloydenko, L. Bai
20137 citations Open access
Semantic Scholar
Symmetric measures via moments
A. Koloydenko
20046 citations Open access
Semantic Scholar
Ex vivo assessment of basal cell carcinoma surgical margins in Mohs surgery by autofluorescence‐Raman spectroscopy: A pilot study
R. Boitor, Sandeep Varma, Ashish Sharma, S. Elsheikh +8 more
2023JEADV Clinical Practice5 citations Open access
Semantic Scholar
In nite Viterbi alignments in the two state hidden Markov models
J. Lember, A. Koloydenko
20085 citations
Semantic Scholar
Modeling natural microimage statistics
A. Koloydenko, D. Geman
20005 citations
Semantic Scholar
A generalized risk approach to path inference based on hidden Markov models
J. Lember, A. Koloydenko
20104 citations
Semantic Scholar
A Constructive Proof of the Existence of
J. Lember, A. Koloydenko
20104 citations
Semantic Scholar
A generalized risk-based approach to segmentation based on hidden Markov models
J. Lember, A. Koloydenko
2010arXiv.org4 citations
Semantic Scholar
Procrustes analysis of diffusion tensor data
Di-Wei Zhou, I. Dryden, A. Koloydenko, L. Bai
20094 citations
Semantic Scholar
MAP segmentation in Bayesian hidden Markov models: a case study
A. Koloydenko, Kristi Kuljus, J. Lember
2020Journal of Applied Statistics3 citations Open access
Semantic Scholar
Ordinal Coding of Image Microstructure
A. Koloydenko, D. Geman
2006International Conference on Image Processing, Computer Vision, & Pattern Recognition3 citations
Semantic Scholar
Clinical translation of Raman-based multimodal spectral histopathology for margin assessment during surgery of basal cell carcinoma
R. Boitor, K. Kong, S. Varma, A. Koloydenko +2 more
2019European Conference on Biomedical Optics2 citations
Semantic Scholar
Time Pattern Analysis of Malware by Circular Statistics
L. Pan, A. Tomlinson, A. Koloydenko
2017Symposium on Architectures for Networking and Communications Systems2 citations
Semantic Scholar
Towards Automated Diagnosis of Basal Cell Carcinoma
M. Larraona-Puy, Adrian Ghita, A. Zoladek, W. Perkins +5 more
20102 citations
Semantic Scholar
Non-Euclidean Analysis for Covariance Matrix Data with Application to Diffusion tensor Images
Di-Wei Zhou, I. Dryden, A. Koloydenko
20131 citations
Semantic Scholar
Weighted generalised Procrustes analysis of diffusion tensors
Di-Wei Zhou, I. Dryden, A. Koloydenko, L. Bai
20091 citations
Semantic Scholar
Supplementary document for Clinical integration of Fast Ramanspectroscopy for Mohs micrographic surgeryof basal cell carcinoma - 5061434.pdf
R. Boitor, Coen de Wolf, F. Weesie, Dustin W. Shipp +6 more
20210 citations
Semantic Scholar
Loughborough University Institutional Repository Non-Euclidean statistics for covariance matrices with applications to diffusion tensor imaging
A. Koloydenko
20190 citations
Semantic Scholar
Intra-operative Assessment of Excision margins During Breast Conserving Surgery by Integrated Raman Microscopy and Auto-fluorescence Imaging
Dustin W. Shipp, E. Rakha, A. Koloydenko, D. Macmillan +2 more
20180 citations
Semantic Scholar
Multimodal Spectral Histopathology for Detection of Residual Tumour during Basal Cell Carcinoma Surgery
R. Boitor, K. Kong, Dustin W. Shipp, S. Varma +7 more
20180 citations
Semantic Scholar
Loughborough University Institutional Repository Regularisation , interpolation and visualisation of di usion tensor images using non-Euclidean statistics
I. Dryden, A. Koloydenko
20170 citations
Semantic Scholar
0 Theory of Segmentation
J. Lember, Kristi Kuljus, A. Koloydenko
20140 citations
Semantic Scholar
Raman spectral histopathology : towards unsupervised evaluation of tumour resection margins
K. Kong, C. J. Rowlands, Adrian Ghita, Sundeep K Varma +5 more
20120 citations
Semantic Scholar
Weighted Procrustes Analysis for Diffusion Tensor Imaging
Di-Wei Zhou, I. Dryden, A. Koloydenko, L. Bai
20110 citations
Semantic Scholar
A constructive and implementation-aware proof of the existence of Viterbi processes
J. Lember, A. Koloydenko
20090 citations
Semantic Scholar
Bayesian multi-tensor diffusion MRI and tractography
Di-Wei Zhou, I. Dryden, A. Koloydenko, L. Bai
20080 citations
Semantic Scholar

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