Publications
2014
Kundig, Stefanos, PD Frangou, Konstantina S Nikita, Damianos E Sakas, Pantelis Stathis. “Automatic Delimitation of the Human Subthalamic Nucleus using Microelectrode Recordings and a Hidden Markov Model”. IEEE-EMBS International Conferences on Biomedical and Health Informatics (BHI), 2014.
2012
Konstantinos P Michmizos, Damianos E Sakas, Konstantina S Nikita. “Prediction of the timing and the rhythm of the parkinsonian subthalamic nucleus neural spikes using the local field potentials”. IEEE Transactions on Information Technology in Biomedicine, vol. 16, pp. 190-197, 2012.
2011
Konstantinos P Michmizos, Damianos E Sakas, Konstantina S Nikita. “Towards relating the subthalamic nucleus spiking activity with the local field potentials acquired intranuclearly”. Measurement Science and Technology, vol. 22, 2011.
2010
Tsirogiannis, George L, Tagaris, George A, Damianos E Sakas, Konstantina S Nikita. “A population level computational model of the basal ganglia that generates parkinsonian local field potential activity”. Biological Cybernetics, vol. 102, 2010.
Polychronaki, Georgia E, Ktonas, Periklis, Gatzonis, Stylianos D, Siatouni, Anna, Panteleimon A Asvestas, Tsekou, Hara, Damianos E Sakas, Konstantina S Nikita. “Comparison of fractal dimension estimation algorithms towards epileptic seizure onset detection”. Journal of Neural Engineering, vol. 7, 2010.
Konstantinos P Michmizos, Papavasiliou, Costas G, Damianos E Sakas, Konstantina S Nikita. “Mathematical Physiological Modeling of the relation between local field potentials and spikes recorded inside the Subthalamic Nucleus”. 10th International Conference on Information Technology and Applications in Biomedicine-ITAB 2010, 2010.
2009
Siatouni, Anna, Polychronaki, Georgia E, Ktonas, Periklis, Gatzonis, Stylianos D, Panteleimon A Asvestas, Tsekou, Hara, Damianos E Sakas, Konstantina S Nikita. “Early epileptic seizure detection using the k-nearest neighbor algorithm for fractal dimension estimation”. Epilepsia, vol. 50, 2009.
Konstantinos P Michmizos, Damianos E Sakas, Konstantina S Nikita. “Towards Understanding the Language of Human Subthalamic Nucleus using Intraoperative Recordings”. 4th Computational Cognitive Neuroscience Conference, 2009.
Konstantinos P Michmizos, Tagaris, George A, Damianos E Sakas, Konstantina S Nikita. “Towards Input Output Non-Linear Modeling of the Subthalamic Nucleus using Intranuclear Recordings”. 4th International IEEE EMBS Conference on Neural Engineering, 2009.
Tsirogiannis, George L, Tagaris, George A, Damianos E Sakas, Konstantina S Nikita. “The role of synaptic parameters in a parkinsonian population level model of the basal ganglia”. 4th International IEEE EMBS Conference on Neural Engineering, 2009.
Konstantinos P Michmizos, Damianos E Sakas, Konstantina S Nikita. “An in-silico model of an STN neuron that uses the LPFs to predict the spikes”. Consciousness and its Measures, 2009.
Konstantinos P Michmizos, Tagaris, George A, Damianos E Sakas, Konstantina S Nikita. “Employing LFPs and spikes to model the non-linear behavior of the STN”. 18 th Annual Computational Neuroscience Meeting, 2009.
Siatouni, Anna, Polychronaki, Georgia E, Ktonas, Periklis, Gatzonis, Stylianos D, Panteleimon A Asvestas, Tsekou, Hara, Damianos E Sakas, Konstantina S Nikita. “Early epileptic seizure detection using the k-nearest neighbor algorithm for fractal dimension estimation”. Epilepsia Suppl, 2009.
1999
Ntasis, Eythimios, Cai, Wei, Damianos E Sakas, Konstantina S Nikita. “Real time Digital Reconstructed Radiograph in Frequency Domain”. Proceedings of the 1999 IEEE BMES - EMBS, 1999.