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Publications
2015
Senyukova O
,
Zobnin D
.
Fast brain mri registration with automatic landmark detection using a single template image
. In: Pattern Recognition (37th German Conference, GCPR 2015, Aachen, Germany, October 7?10, 2015, Proceedings). ? Vol. 9358 of LECTURE NOTES IN COMPUTER SCIENCE. ? Springer International Publishing Heidelberg, Germany.; 2015. p. 390-9.
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Gavrishchaka V
,
Senyukova O
,
Davis K
.
Multi-complexity ensemble measures for gait time series analysis: Application to diagnostics, monitoring and biometrics
. Signal and Image Analysis for Biomedical and Life Sciences (Springer Advances in Experimental Medicine and Biology). 2015;823:107-26.
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Senyukova O
,
Gavrishchaka V
.
Generic Multi-Complexity Representation of Cardiodynamics: From Early Detection of Emerging Abnormalities to Personalized Treatment Optimization
. In: BIT's 7th Annual International Congress of Cardiology-2015 (Shanghai, China).; 2015. 176.
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2014
Senyukova O
,
Gavrishchaka V
,
Koepke M
.
Universal Multi-Complexity Measures for Physiological State Quantification in Intelligent Diagnostics and Monitoring Systems
. Communications in Computer and Information Science, Springer. 2014;404:76-90.
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Senyukova O
.
Segmentation of Blurred Objects by Classification of Isolabel Contours
. Pattern Recognition. 2014;47(12):3881-9.
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2013
Gavrishchaka V
,
Senyukova O
.
Robust Algorithmic Detection of Cardiac Pathologies from Short Periods of RR Data
. In: Knowledge-Based Systems in Biomedicine and Computational Life Science - Studies in Computational Intelligence (Springer). Vol 450.; 2013. p. 137-53.
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Gavrishchaka V
,
Davis K
,
Senyukova O
.
Multi-complexity measures for early detection and monitoring of neurological abnormalities from gait time series
. AIP Conference Proceedings. 2013;1559.
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2011
Senyukova O
,
Gavrishchaka V
.
Diagnostics of complex and rare abnormalities using ensemble decomposition learning
. In: Diagnostics of complex and rare abnormalities using ensemble decomposition learning. Bangkok, Thailand; 2011. p. 19-26.
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Gavrishchaka V
,
Senyukova O
.
Robust algorithmic detection of the developed cardiac pathologies and emerging or transient abnormalities from short periods of RR data
. In: International Symposium on Computational Models for Life Sciences. Toyama, Japan; 2011. p. 215-24.
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Senyukova O
,
Lukin A
,
Vetrov D
.
Automated Atlas-Based Segmentation of NISSL-Stained Mouse Brain Sections Using Supervised Learning.
Programming and Computer Software (Springer). 2011;37(5):245-51.
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Senyukova O
,
Gavrishchaka V
.
Ensemble Decomposition Learning for Optimal Utilization of Implicitly Encoded Knowledge in Biomedical Applications
. In: IASTED International Conference on Computational Intelligence and Bioinformatics. Pittsburgh, USA; 2011. p. 69-73.
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Gavrishchaka V
,
Senyukova O
,
Koepke M
,
Kryuchkova A
.
Multi-objective physiological indicators based on complementary complexity measures: application to early diagnostics and prediction of acute events
. In: International Conference on Computer and Computational Intelligence. Bangkok, Thailand; 2011. p. 95-106.
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Gavrishchaka V
,
Senyukova O
,
Ulanova O
,
Monin A
.
Physiological meta-indicators for professional sports applications: express diagnostics, overtraining detection, and quantification of individual zones of optimal functioning
. In: VII International scientific and practical conference for memory of P.Roudik.; 2011. p. 5-7.
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Senyukova O
,
Galanine V
,
Krylov A
,
Petraikin A
,
Akhadov T
,
Sidorin S
.
Diffuse Axonal Injury Lesion Segmentation Using Contouring Algorithm
. In: Graphicon 2011.; 2011. p. 84-7.
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2010
Senyukova O
,
Lukin A
,
Vetrov D
.
Automated Atlas-Based Segmentation of Nissl-Stained Mouse Brain Slices
. In: GraphiCon.; 2010. p. 92-6.
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