Biosignal Lab

Aristidis G. Vrahatis, Konstantina Dimitrakopoulou, Panos Balomenos, Athanasios K. Tsakalidis, & Anastasios Bezerianos: CHRONOS: A time-varying method for microRNA-mediated subpathway enrichment analysis. Bioinformatics, 32(6), 2016.
Download CHRONOS R Bioconductor Package 

2015

Aristidis G. Vrahatis, Konstantina Dimitrakopoulou, Athanasios K. Tsakalidis, & Anastasios Bezerianos: Identifying miRNA-mediated signaling subpathways by integrating paired miRNA/mRNA expression data with pathway topology. In Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE (pp. 3997-4000). IEEE.

Georgios N. Dimitrakopoulos, Aristidis G. Vrahatis, Panos Balomenos, Kyriakos Sgarbas, & Anastasios Bezerianos: Age-related subpathway detection through meta-analysis of multiple gene expression datasets. In Digital Signal Processing (DSP), 2015 IEEE International Conference on (pp. 539-542). IEEE.

Konstantina Dimitrakopoulou, , Aristidis G. Vrahatis, and Anastasios Bezerianos: Integromics network meta-analysis on cardiac aging offers robust multi-layer modular signatures and reveals micronome synergism. BMC Genomics, March 2015, 16:(1): 147.
Download Matlab code for Dimitrakopoulou et al. work

Konstantina Dimitrakopoulou, G. N. Dimitrakopoulos, K. Sgarbas, A. Bezerianos: Tamoxifen Integromics and Personalized Medicine: Dynamic Modular Transformations Underpinning Response to Tamoxifen in Breast Cancer Treatment. OMICS: A Journal of Integrative Biology. January 2014, 18(1): 15-33. 

Konstantina Dimitrakopoulou, Georgios N. Dimitrakopoulos, Esther Wilk, Charalampos Tsimpouris, Kyriakos N. Sgarbas, Klaus Schughart, Anastasios Bezerianos: Influenza A Immunomics: The Dynamic Pathway Interplay in Host Response to H1N1 Infection. OMICS: A Journal of Integrative Biology. March 2014, 18(3): 167-183.

Aristidis G. Vrahatis, Konstantina Dimitrakopoulou, Georgios N. Dimitrakopoulos, Kyriakos N. Sgarbas, Athanasios K. Tsakalidis and Anastasios Bezerianos: Network-based modular markers of aging across different tissues, XIII Mediterranean Conference on Medical and Biological Engineering and Computing 2013, IFMBE Proceedings 2014, 41:1849-1852
This paper won the third award at the Young Investigator Competition!

Georgios N. Dimitrakopoulos, Ioannis A. Maraziotis, Kyriakos Sgarbas, and Anastasios Bezerianos: A Clustering based Method Accelerating Gene Regulatory Network Reconstruction. Procedia Computer Science 29 (2014): 1993-2002.

Georgios N. Dimitrakopoulos, Konstantina Dimitrakopoulou, Ioannis A. Maraziotis, Kyriakos Sgarbas, and Anastasios Bezerianos: Supervised method for construction of microRNA-mRNA networks: Application in cardiac tissue aging dataset. In Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE, pp. 318-321. IEEE, 2014.

Konstantina Dimitrakopoulou, , Aristidis G. Vrahatis, and Anastasios Bezerianos: P72Inferring systems-level cardiac aging biomarkers through integromics network analysis.” Cardiovascular research 103, no. suppl 1 (2014): S12-S12.

Konstantina Dimitrakopoulou, Aristidis G. Vrahatis, Georgios N. Dimitrakopoulos, and Anastasios Bezerianos: Aging Integromics: Module-Based Markers of Heart Aging from Multi-omics Data. In The 15th International Conference on Biomedical Engineering, pp. 104-107. Springer International Publishing, 2014.

Konstantina Dimitrakopouloua, Aristidis G. Vrahatis, Esther Wilk, Athanasios K. Tsakalidis and Anastasios Bezerianos: OLYMPUS: An automated hybrid clustering method in time series gene expression. Case study: Host response after Influenza A (H1N1) infection, Computer Methods and Programs in Biomedicine, 2013, 111:650-61
Download a Matlab implementation of Olympus 

G.N. Dimitrakopoulos, K. Icay, K. Dimitrakopoulou, I. Hovatta, A. Bezerianos: Deciphering anxiety mechanisms through an ensemble of gene network inference methods, Annual Conference of the German Genetics Society (GfG), 23–25 September 2013, Braunschweig, Germany.

G. Dimitrakopoulos, K. Dimitrakopoulou, A. G. Vrahatis, Κ. Ν. Sgarbas, A. Bezerianos: An integrative meta-analysis method to reveal age-related cross-tissue pathways, 27th International Mammalian Genome Conference, 15-18 September 2013, Salamanca, Spain.

Konstantina Dimitrakopoulou, Georgios N. Dimitrakopoulos, Kyriakos Sgarbas, Anastasios Bezerianos, Revealing aging mechanisms from ensemble gene network inference methods, 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Osaka, Japan, 2-7/7/2013

Georgios N. Dimitrakopoulos, Aristidis G. Vrahatis, Konstantina Dimitrakopoulou, Athanasios K. Tsakalidis, Kyriakos Sgarbas and Anastasios Bezerianos, Module-Based Cross-Tissue Pathway Identification in Aging, 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Osaka, Japan, 2-7/7/2013

G. Dimitrakopoulos, K. Sgarbas, K. Dimitrakopoulou, A. Dragomir, A. Bezerianos and I. A. Maraziotis, Multi-scale modeling of Gene Regulatory Networks via integration of temporal and topological biological data, 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, San Diego, USA, 28/8-1/9/2012 

K. Dimitrakopoulou, G. Dimitrakopoulos, E. I. Zacharaki, I. A. Maraziotis, K. Sgarbas, and A. Bezerianos, Revealing the dynamic modularity of composite biological networks in breast cancer treatment, 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, San Diego, USA, 28/8-1/9/2012

I. A. Maraziotis, G. Dimitrakopoulos and A. Bezerianos, Gene Ontology Semi-supervised Possibilistic Clustering of Gene Expression Data, SETN 2012: 7th Hellenic Conference on AI, Lamia, Greece, May 28-31, 2012, Proceedings, LNCS (LNAI), vol. 7297, pp. 262–269, Springer, Heidelberg, 2012.

Vasileios G. Kanas, Evangelia I. Zacharaki, Evangelos Dermatas, Anastasios Bezerianos, Kyriakos Sgarbas, and Christos Davatzikos,  Combining outlier detection with random walker for automatic brain tumor segmentation, 8th International Conference on Artificial Intelligence Applications and Innovations (AIAI’2012), Chalkidiki, Greece

A. Bezerianos, V.G. Kanas, J. Hizanidis, T. Bountis,  Advanced techniques to model bi-directional communication of neural ensembles: Theoretical considerations and obstacles, Research in Encoding And Decoding of Neural Ensembles, Areadne conference, Santorini, Greece, 2012

Dimitrakopoulou, K., Tsimpouris, C., Papadopoulos, G., Pommerenke, C., Wilk, E., Sgarbas, K.N., Schughart, K., Bezerianos, A., Dynamic gene network reconstruction from gene expression data in mice after influenza A (H1N1) infection, Journal of Clinical Bioinformatics,1,1,1-13,2011,BioMed Central 

Benz, H., Zhang, H., Bezerianos, A., Acharya, S., Crone, N.E., Zheng, X., Thakor, N.V., ,Connectivity analysis as a novel approach to motor decoding for prosthesis control, “Biomedical Engineering, IEEE Transactions on”,99,1-1,2011,IEEE

Wu, D., Bezerianos, A., Sherman, D., Jia, X., Thakor, N.V.,Causal interactions between thalamic and cortical LFPs following hypoxic-ischemic brain injury, 5th International IEEE/EMBS Conference on Neural Engineering (NER),184-187,2011

Zacharaki, E.I., Bezerianos, A., Segmentation of pathology by statistical modeling and distributed estimation, “Biomedical Engineering, 2011 10th International Workshop on”,1-3,2011,IEEE

Zacharaki, E.I., Bezerianos, A., Abnormality segmentation in brain images via distributed estimation, “Information Technology in Biomedicine, IEEE Transactions on”,99,1-1,2011,IEEE

Zacharaki E.I., V.G. Kanas, C. Davatzikos, Investigating machine learning techniques for MRI-based classification of brain neoplasms, International Journal of Computer Assisted Radiology and Surgery (JCARS) , Volume 6, Number 6, p.p. 821-828, 2011.

Zacharaki E.I., V.G. Kanas, C. Davatzikos, Investigating machine learning techniques for MRI-based classification of brain neoplasms, 25th International Congress and Exhibition on Computer Assisted Radiology and Surgery, Berlin, Germany, June 22–25, 2011

Zhang, H., Benz, H.L., Bezerianos, A., Acharya, S., Crone, N.E., Maybhate, A., Zheng, X., Thakor, N.V., Connectivity mapping of the human ECoG during a motor task with a time-varying dynamic Bayesian network, “Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE”,130-133,2010,IEEE 

Wu, D., Bezerianos, A., Zhang, H., Jia, X., Thakor, N.V., ,Exploring high-frequency oscillation as a marker of brain ischemia using S-transform, Conference proceedings:  Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference,2010,6099,2010,

Dan Wu, Bezerianos Anastasios, Wei Xiong, Jai, N.V.T., , Study of the origin of shorta€ and longa€latency SSEP during recovery from brain ischemia in a rat model, Neuroscience Letters,485,3,157-161,2010

Kapela A, Bezerianos A, Tsoukias NM. A mathematical model of vasoreactivity in rat mesenteric arterioles: I. Myoendothelial communication. Microcirculation. 2009 Nov;16(8):694-713. 

Farkas A, Tsarouchas N, Gombkoto P, Nagy A, Benedek G, Bezerianos A, Berenyi A. Correlation between visual stimulus eccentricity and multiscale neuronal activity in the lateral geniculate nucleus. Conf Proc IEEE Eng Med Biol Soc. 2009;2009:6810-3.

Bougioukos P, Glotsos D, Cavouras D, Daskalakis A, Kalatzis I, Kostopoulos S, Nikiforidis G, Bezerianos A. An intensity-region driven multi-classifier scheme for improving the classification accuracy of proteomic MS-spectra. Comput Methods Programs Biomed.

Tong S, Bezerianos A. Modeling the connectivity of the neural systems, IEEE Trans Neural Syst Rehabil Eng., 2009, Jun;17(3):201-2.

P. Miao, M. Li, H. Fontenelle, A. Bezerianos, Y. Qiu, Y. Zhu. Imaging the Cerebral Blood Flow with Enhanced Laser Speckle Contrast Analysis (eLASCA) By Monotonic Point Transformation, IEEE Transactions on Biomedical Engineering, 56, 4, 1127-1133, 2009

Bezerianos A., Morphological image denoising and random-walks spot detection in microarray images, Advanced Topics in Scattering Theory and Biomedical Engineering: Proceedings of the 9th International Workshop on Mathematical Methods in Scattering Theory and Biomedical Engineering, Patras, Greece, 9-11 October 2009, 143, 2010, World Scientific Pub Co Inc

Maraziotis, IA, Dragomir, A., Bezerianos, A., An Evolutionary Heuristic Approach for Functional Modules Identification from Composite Biological Data, 13th International Conference on Biomedical Engineering, 673-677, 2009, Springer Berlin Heidelberg

Mastrogianni, A., Dermatas, E., Bezerianos, A., Microarray Image Denoising Using Spatial Filtering and Wavelet Transformation,13th International Conference on Biomedical Engineering, 594-597, 2009, Springer Berlin Heidelberg

Moraru, L., Edlinger, G., Guger, C., Bezerianos, A., Hoyer, D., ,Real time characterisation of neural signals with application to neonatal monitoring, Proceedings of the 2nd WSEAS international conference on Biomedical electronics and biomedical informatics, 189-192, 2009, World Scientific and Engineering Academy and Society (WSEAS)

Anastasios Bezerianos, Ioannis A. Maraziotis. Computational models reconstruct gene regulatory networks. Mol. BioSyst., 2008, 993 DOI: 10.1039/b800446n 

N. Tsarouchas, K. Benedek, A.Bezerianos, G. Benedek, S. Keri. Effects of Moderate Hypobaric Hypoxia on Evoked Categorical Visuocognitive Responses. Clinical Neurophysiology, In Press 2008

A. Kapela, A. Bezerianos N. Tsoukias. A mathematical model of Ca2+ dynamics in a rat mesenteric smooth muscle cell: response to agonist and nitric oxide stimulation. Biophysical Journal Accepted, 2008

M. Stavrinou, A. Bezerianos. Brain connectivity in the beta band subserving real and imagined finger movements. International Journal of Bioelectromagnetism In press 2008

L Moraru, A. Bezerianos. A new method of identifying cortical connectivity in beta band activity during real and imagined rhythmic finger tapping. International Journal of Bioelectromagnetism In press 2008

A. Bezerianos, M. Stavrinou, L. Cimponeriu, L. Moraru. Inferring brain connectivity subserving real and imagined movements from synchronization analysis. International Journal of Bioelectromagnetism Vol. 9 No. 4, pp. 205 – 213, 2007 

H. Fontenelle, S. Kostopoulos, P. Miao, S. Tong, A. Bezerianos . Second Order Features for Laser Speckle Imaging . International Journal of Bioelectromagnetism Vol. 9, No. 3, pp. 151 – 154, 2007

I. Maraziotis, K. Dimitrakopoulou A. Bezerianos. Functional modules from a seed protein via integration of protein interaction and gene expression data. BMC Bioinformatics, 8:408,2007

A. Achim E. Kuruoglu, A. Bezerianos, P. Tsakalides. Comments on ‘‘A closed-form nonparametric Bayesian estimator in the wavelet domain of images using an approximate a-stable prior’’. Pattern Recognition Letters 28 (2007) 1845–1847

P. Bougioukos, D. Cavouras, A. Daskalakis, I. Kalatzis, S. Kostopoulos, P. Georgiadis, G. Nikiforidis, A. Bezerianos. Improving prostate MS-spectra characterization by iterative biomarker selection and Least Square-PNN classification. Journal of Biomedical Informatics, Submitted, 2007

I. Maraziotis, A. Dragomir, A. Bezerianos. Gene Networks Reconstruction and Time Series Prediction from Microarray Data Using Recurrent Neural Fuzzy Networks. IEEE Systems Biology, 1(1), 2007

M. Stavrinou, L. Moraru, L. Cimponeriu, S. Della Penna, A. Bezerianos. Evaluation of cortical connectivity during real and imagined rhythmic finger tapping. Brain Topography , Journal of Functional Neurophysiology, In print 2007

A. Kapela, . Bezerianos, N. Tsoukias. Integrative mathematical modeling for analysis of microcirculatory function. Lectures Notes in Computer in Bioinformatics, 4345, pp 161-171, 2006 

M. Stavrinou, L. Moraru, X. Pelekouda, V. Kokkinos, A. Bezerianos. A wavelet tool to discriminate imagery versus actual finger movements towards a Brain – Computer Interface. Lectures Notes in Computer in Bioinformatics, 4345, pp323-333, 2006

M. L. Stavrinou, S. Della Penna, V. Pizzella, K. Torquati, F. Cianflone, R. Franciotti, A. Bezerianos, G. L. Romano, P. M. Rossini. Time course of representational changes in human primary somatosensory cortex after finger–webbing studied with magnetoencephalography. Cerebral Cortex, December 18:, 1-9, 2006

A. Dragomir and A. Bezerianos. Improving Gene Expression Sample Classification Using Support Vector Machines Ensembles Aggregated by Boosting. Cancer Genomics and Proteomics, Vol. 3, Nr. 1, pp 63-70, 2006

I. Maraziotis, A. Dragomir, A. Bezerianos. Semi-Supervised Fuzzy Clustering Networks for Constrained Analysis of Time-Series Gene Expression Data. Lecture Notes in Computer Science ,Vol. 4132, pp. 818 –826, 2006

N. Tsarouchas, K. Benedek, G. Benedek, G. Vassilopoulos , A. Bezerianos. Study of synchronous gamma oscillatory activity in early and late cognitive visual responses. International Journal of Scientific Research, In print, , 2006

A. Bezerianos, A. Achim, C. Ozturk, A. Ademoglu. Snake algorithms for edge detection in cardiac magnetic resonance images and noise removal using bayesian wavelet shrinkage techniques. International Journal of Scientific Research, vol 16, pp 191-194,2006

A. Kapela, A. Bezerianos. Localizing the vulnerable period of the t wave with a heterogeneous myocardial model. International Journal of Scientific Research, vol 16, pp 101-105, 2006

A. Dragomir, A. Bezerianos. Discovery of Interesting Variation Patterns in Microarray Data using ICA. International Journal of Scientific Research, vol 16, pp 229-233, 2006

L. Moraru, L. Cimponeriu, S. Tong, N. Thakor, A. Bezerianos. EEG phase synchronization analysis during an asphyxia experiment in rats. International Journal of Scientific Research, vol 16, pp 211-215,2006

Kapela, A., Tsoukias N., Bezerianos, A. New aspects of vulnerability in heterogeneous models of ventricular wall and its modulation by loss of cardiac sodium channel function. Medical & Biological Engineering & Computing 43(3): 387-394, 2005. 

Maraziotis, I., A. Dragomir, Bezerianos, A. Recurrent neuro-fuzzy network models for reverse engineering gene regulatory interactions. Computational Life Sciences, Proceedings. 3695: 24-34, 2005.

Moraru, L., Tong, S., Malhotra, A., Geocadin, R., Thakor, N., Bezerianos, A. Investigation of the effects of ischemic preconditioning on the HRV response to transient global ischemia using linear and nonlinear methods. Medical Engineering & Physics 27(6): 465-473

Tasoulis, DK., Vladutu, L., Plagianakos, VP., Bezerianos A., Vrahatis, MN. Online neural network training for automatic ischemia episode detection. Lectures Notes in Artificial Intelligence 3070: 1062-1068 

S. Mavroudi, A. Dragomir, A. Bezerianos. SOM-based class discovery exploring the ICA-reduced features of microarray expression profiles. Functional and Comparative Genomics, 5 : 596–616.

L. Moraru, S. Tong, A. Malhorta, R. Geocadin. N. Thakor, A. Bezerianos. ?he ischemic Preconditioning Effects on the HRV after Transient Global Ischemia. Physics and Engineering in Medicine,27(6): 465-473.

A. Kapela, A. Bezerianos. A Theoretical Model of Myocardial Infarction and Arrhythmogenic Depolarization Signal Relation. IEEE Transaction on Biomedical Engineering 51(11): 1915-1922.

L. Moraru, L. Cimponeriu, S. Tong, N. Thakor A. Bezerianos. Characterization of Heart Rate Variability changes following asphyxia in rats. Methods of Information in Medicine, 43: 118-121

S. Tong, A. Bezerianos , Y.Zhu , M.Shen , Y. Lee, N. V. Thakor. Mutual Information Analysis of the Electroencephalogram of Schizophrenics. Physics Letter A, 314, Issues 5-6, Pages 354-361 

L. Cimponeriu, M. Rosenblum, T. Flieseler, J. Dammers, M. Schiek, M. Maftanik, P. Morosan, A. Bezerianos, P. Tass. Inferring asymmetric relations between interacting neuronal oscillators. Progress in Theoretical Physics, Vol. Num. 150 pp.22-36

A. Achim, P. Tsakalidis, A. Bezerianos. SAR Image Denoising via Bayesian Wavelet Shrinkage based on Heavy-Tailed Modeling. IEEE Transactions on Geoscience and Remote Sensing : 41,8:1773 – 1784

A. Cimponeriu, F. Starmer, A. Bezerianos. Ischemic modulation of vulnerable period and the effects of pharmacological treatment on ischemia induced arrhythmia. Simulation study. IEEE Transaction on Biomedical Engineering:50,2 :168 – 177

A. Ioannides , M. Popescu, A. Otsuka, A. Bezerianos, L.C. Liu. Magnetoencephalographic evidence of the inter-hemispheric asymmetry in echoic memory life time and its dependence on handedness and gender. Neuroimage, 19: 1061–1075

S. Tong, A. Bezerianos, A. Malhotra, Y. Zhu, N. Thakor. Parameterized entropy analysis of EEG following hypoxic-ischemic brain injury. Physics Letter A, 314, Issues 5-6, 11 August 2003, Pages 354-361

S. Mavroudi, A. Dragomir, S. Papadimitriou, A. Bezerianos. Integrating Supervised and Unsupervised Learning in Self Organizing Maps for Gene Expression Data Analysis. Lecture Notes in Computer Science 2714, pp. 262-270, 2003

A.Bezerianos, S. Tong, N. Thakor. Time Dependent Entropy Estimation of EEG Rhythm Changes Following Brain Ischemia. Annals of Biomedical Engineering, 31,2:221-232, 2003

S. Mavroudi, S. Papadimitriou, A. Bezerianos. Gene Expression Analysis with a Dynamically extended Self-Organized Map that exploits class information. Bioinformatics, 18: 1446-1453,2002 

?. Rosenblum, L. Cimponeriu, A. Bezerianos, A. Patzak, R. Mrowka. Identification of coupling direction: Application to cardiorespiratory interaction. PHYS REV E 65 (4): art. no. 041909 Part 1 APR 2002

S. Tong, A. Bezerianos, J. Paul, Y. Zhu, N. Thakor. Nonextensive Entropy Measure of EEG Following Brain Asphyxic Injury. PHYSICA A 305 (3-4): 619-628,2002

Papadimitriou S, Mavroudi S, Vladutu L, Bezerianos A. Generalized radial basis function networks trained with instance based learning for data mining of symbolic data. APPLIED INTELLIGENCE 16 (3): 223-234 MAY-JUN 2002

Papadimitriou S, Mavroudi S, Vladutu L, Pavlides G, Bezerianos A. The supervised network self-organizing map for classification of large data sets. APPLIED INTELLIGENCE , 16 (3): 185-203 MAY-JUN 2002

I. Bodis-Wollner, J. Davis, A. Tzelepi, T. Bezerianos. Wavelet Transform of the EEG Reveals Differences in Low and High Gamma Responses to Elementary Visual Stimuli. Clinical Electroencephalography Vol 32(3);139-144, 2001 

S. Papadimitriou, T. Bountis, S. Mavroudi, A. Bezerianos. A Probabilistic Symmetric Encryption Scheme for very fast Secure Communication based on Chaotic Systems of Difference Equations. INT J BIFURCAT CHAOS 11 (12): 3107-3115 DEC 2001

S. Tong, A. Bezerianos, J. Paul, Y.Zhu, N. Thakor. Removal of ECG interference from the EEG recordings in small animals using independent component analysis. J. Neuroscience Methods, 108(1); 11-17 2001

A. Cimponeriu, CF Starmer A. Bezerianos. A Theoretical Analysis of Acute Ischemia and Infraction Using ECG Reconstruction on a 2D Model of Myocardium. IEEE Transaction on Biomedical Engineering, 48(1);1-14, 2001

Achim A., Bezerianos A., Tsakalides P. Novel Bayesian multiscale method for speckle removal in medical ultrasound images. IEEE T MED IMAGING 20 (8): 772-783 AUG 2001

S. Papadimitriou, A. Bezerianos, L. Vladutu, S.Mavroudi. Ischemia detection with the network self-organizing map. IEEE Transactions on Neural Networks, 12(3): 503-515,2001

SET JSA2000 SEQ publ 2 2 S. Papadimitriou, A. Bezerianos, T. Bountis, G. Pavlides. Secure communication protocols with discrete nonlinear chaotic maps. Journal of Systems Architecture 47(1): 61-72, 2001

L. Vladutu, S. Papadimitriou, S. Mavroudi and A. Bezerianos. Generalized RBF Networks trained using an IBL algorithm for mining Symbolic Data. Lecture Notes in Artificial Inteligence, vol.1933: Rudiger W. Brause, Ernst Hanisch (Eds.), 2000 

S. Papadimitriou, L.Vladutu, S. Mavroudi, A. Bezerianos. Detection of ischemic episodes with a combination of unsupervised and supervised learning . In Lecture Notes in Computer Science: In Advances in Soft Computing :The State of the Art in Computational Intelligence, P. Sincak, J. Vascak, V. Kvasnicka, R. Mesiar (eds) Physica Verlag, A Springer Verlag Company, pp 39-43, 2000

L. Cimponeriu and A. Bezerianos. Determinism and nonlinearity of the heart rhythm. L ECT NOTES COMPUT SC 1933: 88-96 2000

T.Bountis, CF Starmer, A. Bezerianos. Solitary pulses and wave front formation in an excitable medium. Progress in Theoretical Physics (Supp) (139): 12-33 2000

Tzelepi, A. Bezerianos, I. Bodis- Wollner. Functional properties of subbands of oscillatory brain waves to pattern visual stimulation in man. Clinical Neurophysiology, 111,259-269,2000

SET BioComp SEQ publ 4 4A. Bezerianos, L. Vladutu, S. Papadimitriou. Hierarchical state space partitioning ith the network self-organizing map for the effective recognition of the ST-T segment change. Med. & Biolog. Eng. & Comp.38;406-415,2000

A. Bezerianos, S. Papadimitriou, D. Alexopoulos. Radial basis function neural network for the characterization of heart rate dynamics. Artificial Intelligence in Medicine, 15(1999), 215-234 

S.Papadimitriou, A. Bezerianos, T. Bountis. Radial basis function neural network as a chaotic generator for secure communication. Int. Journal of Bifurcation and Chaos, 9(1): 1999; 221-232

M.Popescu, A. Bezerianos, P. Cristea. Multiresolutional fistribution filtering: A novel technique that reduces the amount of data to calculate high resolution ECG. Future Generation Computer Systems Journal, Vol. 15/2:195-209, 1999

S. Papadimitriou, V. Papadopoulos A. Bezerianos. Nonlinear analysis of the performance and reliability of wavelet singularity detection based denoising of doppler ultrasound FHR signals . ?nt. Journal of Medical Informatics. 53 (1999) 43-60

Popescu, S. Papadimitriou, D. Karamitsos, A. Bezerianos. Adaptive denoising and multiscale detection of the V-wave in brainstem auditory evoked potentials. Audiology and Neurology-Otology, 1999;4:38-50

M. Popescu, N. Laskaris, I. Chiladakis, C. Stathopoulos, P. Cristea, A. Manolis, A. Bezerianos. Beat-to-beat wavelet variance of the QRS complex as a marker of arrhythmogenic substrate in ventricular tachycardia patients. Physiological Measurements, Vol. 19, 77-92, 1998 

E. Mihalopoulou, S.Allein, E.De Bisshop, R. Luypaert, A. Bezerianos, G. Panayiotakis. Comparison of computer simulated and phantom measured phase variance in the study of trabecular bone. Magnetic Resonance Imaging , Vol 16(1), 29-36, 1998

S. Papadimitriou, A. Bezerianos, T. Bountis. Secure communications with chaotic system of difference equations. IEEE Transaction on Computers, Vol 46(1), 27-38, 1997

S. Papadimitriou, D. Gatzounas, V. Papadopoulos, V. Tzigounis, A. Bezerianos. Denoising of the fetal heart rate signal with nonlinear filtering of the wavelet trasform maxima. International Journal of Medical Informatics Vol 44, 177-192 1997.

Laskaris, S. Fotopoulos, P. Papathanasopoulos, A. Bezerianos . Robust moving averages with hopfield neural network implementation, for monitoring evoked potential signals. Evoked Potentials, EEG and Clinical Neurophysiology. Vol 104, 151-156, 1997

S. Papadimitriou, A. Bezerianos. Multiresolotion analysis and denoising of computer performance evaluation data with the wavelet transform. Int. Journal of System and Architecture, 42: 55-65,1996

G.P. Kremmydas, A.V. Holden, A. Bezerianos, T. Bountis. Representation of sino-atrial node dynamics by circle maps. International Journal of Bifurcation and Chaos, Vol 6(10),1799-1805, 1996

A. Bezerianos, T. Bountis, G. Papaioannou, and P. Polydoropoulos. Nonlinear time series analysis of electrogardioagrams. Chaos, Vol. 5 (1): 95-101, 1995

S. Fotopoulos, G. Economou, A. Bezerianos and N. Laskaris. Latency Measurements Improvement of P100 complex in VEP by FMH filters. IEEE Transaction on Biomedical Engineering, Vol. 42(4): 424-427 , 1995

A. Bezerianos, N. Laskaris, S. Fotopoulos. P. Papathanasopoulos. Data depended weighted averages for process of evoked potential signals. EEG and Clinical Neurophysiology. Evoked Potentials, Vol. 96: 468-471, 1995

N. Laskaris, A Bezerianos, S. Fotopoulos. Unsupervised artifact rejection in evoked potential recordings by means of a novel nonlinear technique. Applied Signal Processing 3: 150-154, 1995

P.Papathanasopoulos, D. Konstantinou, K. Flabouriari, A. Bezerianos, N. Papadakis, T. Papapetropoulos. Pattern reversal VEPs in minor head injuries. European Neurology, 34: 268-271,1994

G. Nikiforidis, D. Tsambaos, A. Bezerianos. A method for quantitative determination of the viscoelastic parameters of human hair in relation to its structure. Skin Pharmacology , 6: 32-37, 1993

A. Bezerianos, G. Nikiforidis. Experimental determination of short term creep of femoral sheep bones and theoretical estimation of the dissipated energy during walking. J. of Material Science: Materials in Medicine, 4: 196-200, 1993

A. Bezerianos, P. Papathanasopoulos. A programmable digital video pattern generator for basic research and clinical applications. Vision Research 31(9):1563-1572. 1991

G. Nikiforidis, A. Bezerianos, A. Dimarogonas, S. Sutherland. Monitoring of fracture healing by lateral and biaxial vibration analysis. J. of Biomechanics 23(4):323-330, 1990

A. Bezerianos, G. Nikiforidis. Determination of the strain response of sheep femur, based on quasistatic walking experiments. Acta Belgica Medica Physica, 13(3): 97-100, 1990

G. Nikiforidis, A. Bezerianos, E. Lambiris. Die aupasung des viskoelastischen verhaltens von knochenzement au den knocken als stabilizierungsfaktor von endoprothese. Z. Orthop. 127 :237-242, 1989

G.Nikiforidis, A. Bezerianos , E. Lambiris, N. Papathanasiou. Experimentelle Methode zur Diagnose verspäteter Knochennubildung mittels der Analyse von Biegungs-und Axialschwingungen von knochen. Unfallchirurgie 13(6), 286-294, 1987. APPLIED INTELLIGENCE 16 (3): 223-234 MAY-JUN 2002