Publications
2024
Kostoglou, Kyriaki, Michmizos, Konstantinos P, Stathis, Pantelis, Sakas, Damianos, Nikita, Konstantina S, Mitsis, Georgios D. “Spiking Laguerre Volterra networks—predicting neuronal activity from local field potentials”. Journal of neural engineering, vol. 21, pp. 046030, 2024.
2017
Karamintziou, Sofia D, Custodio, Ana Luisa, Piallat, Brigitte, Polosan, Mircea, Chabardes, Stephan, Stathis, Pantelis G, Tagaris, George A, Sakas, Damianos E, Polychronaki, Georgia E, Tsirogiannis, George L, Nikita, Konstantina S. “Algorithmic design of a noise-resistant and efficient closed-loop deep brain stimulation system: A computational approach”. PloS one, vol. 12, pp. 1-26, 2017.
2016
Kostoglou, Kyriaki, Michmizos, Konstantinos P, Stathis, Pantelis, Sakas, Damianos, Nikita, Konstantina S, Mitsis, Georgios D. “Classification and prediction of clinical improvement in Deep Brain Stimulation from intraoperative microelectrode recordings”. IEEE Transactions on Biomedical Engineering, 2016.
2015
Karamintziou, Sofia D, Deligiannis, N G, Piallat, B, Polosan, M, Chabardes, S, David, O, Stathis, P, Tagaris, George A, Boviatsis, E J, Sakas, Damianos, Polychronaki, Georgia E, Tsirogiannis, George L, Konstantina S Nikita. “Dominant efficiency of nonregular patterns of subthalamic nucleus deep brain stimulation for Parkinson's disease and obsessive-compulsive disorder in a data-driven computational model”. Journal of neural engineering, vol. 13, 2015.
Konstantinos P Michmizos, PD Frangou, Pantelis Stathis, Sakas, D, Konstantina S Nikita. “Beta Band Frequency Peaks inside the Subthalamic Nucleus as a Biomarker for Motor Improvement after Deep Brain Stimulation in Parkinson's Disease”. IEEE Journal of Biomedical and Health Informatics, vol. 19, 2015.
2014
Karamintziou, Sofia D, Tsirogiannis, George L, Tagaris, George A, Boviatsis, E J, Sakas, D, Konstantina S. Nikita. “Supporting clinical decision making during deep brain stimulation surgery by means of a stochastic dynamical model”. Journal of Neural Engineering, vol. 11, 2014.
PD Frangou, Konstantinos P Michmizos, Pantelis Stathis, Sakas, D, Konstantina S Nikita. “β-Band Peak in Local Field Potentials as a Marker of Clinical Improvement in Parkinson's Disease after Deep Brain Stimulation”. XIII Mediterranean Conference on Medical and Biological Engineering and Computing 2013, 2014.
Karamintziou, Sofia D, Tsirogiannis, George L, Stathis, P, Tagaris, George A, Boviatsis, E J, Sakas, D, Konstantina S Nikita. “A Stochastic Dynamical Model Signifies the Potential Effectiveness of Temporally Non-Regular Subthalamic Nucleus Deep Brain Stimulation”. Biennial Meeting of the American Society for Stereotactic and Functional Neurosurgery, ASSFN2014, 2014.
Karamintziou, Sofia D, Tsirogiannis, George L, Stathis, P, Tagaris, George A, Boviatsis, E J, Sakas, D, Konstantina S. Nikita. “Comparing the Efficiency of DBS Patterns in a Stochastic Dynamical Model”. International Symposium on Nonlinear Theory and its Applications NOLTA2014, 2014.
2013
PD Frangou, Konstantinos P Michmizos, Pantelis Stathis, Sakas, Dionysios, Konstantina S Nikita. “B-band peak in local field potentials as a marker of clinical improvement in Parkinson's disease after deep brain stimulation”. XIII Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON 2013), 2013.
2012
Konstantinos P Michmizos, Sakas, D, Konstantina S Nikita. “Parameter identification for a local field potential driven model of the parkinsonian subthalamic nucleus spike activity”. Neural Networks, vol. 36, pp. 146-156, 2012.
2010
Tsirogiannis, George L., Tagaris, George A., Sakas, Damianos, Nikita, Konstantina S.. “A population level computational model of the basal ganglia that generates parkinsonian local field potential activity”. Biological Cybernetics, vol. 102, pp. 155{\textendash}176, 2010.
2008
Tsirogiannis, George L, Tagaris, George A, Sakas, Dionysios, Konstantina S Nikita. “Fitting Local Field Potentials Generating Model of the Basal Ganglia to Actual Recorded Signals”. 8th IEEE International Conference on BioInformatics and BioEngineering (BIBE 2008), 2008.
Polychronaki, Georgia E, Ktonas, Periklis, Gatzonis, Stylianos D, Panteleimon A Asvestas, Spanou, E, Siatouni, Anna, Tsekou, Hara, Sakas, Dionysios, Konstantina S Nikita. “Comparison of Fractal Dimension Estimation Algorithms for Epileptic Seizure Onset Detection”. 8th IEEE International Conference on BioInformatics and BioEngineering (BIBE 2008), 2008.
Konstantinos P Michmizos, Tagaris, George A, Sakas, Dionysios, Konstantina S Nikita. “Automatic Intra-Operative Localization of STN using the Beta Band Frequencies of Microelectrode Recordings”. 8th IEEE International Conference on BioInformatics and BioEngineering (BIBE 2008), 2008.