Publications
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
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.
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, 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.
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.
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.
Konstantinos P Michmizos, Konstantina S Nikita. “Local field potential driven Izhikevich model predicts a subthalamic nucleus neuron activity”. 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC{\textquoteright}11), 2011.
Konstantinos P Michmizos, Konstantina S Nikita. “Addition of deep brain stimulation signal to a local field potential driven Izhikevich model masks the pathological firing pattern of an STN neuron”. 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC{\textquoteright}11), 2011.
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.
Konstantinos P Michmizos, Konstantina S Nikita. “Can We Infer Subthalamic Nucleus Spike Trains from Intranuclear Local Field Potentials”. 32nd International Conference of the IEEE Engineering in Medicine and Biology Society, 2010.
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.
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.
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.