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Journal Article (16)

2018
Journal Article
Pezoulas, V. C., Zervakis, M., Michelogiannis, S., & Klados, M. (2018). Corrigendum: Resting-state functional connectivity and network analysis of cerebellum with respect to IQ and gender. Frontiers in Human Neuroscience, 12. doi:10.3389/fnhum.2018.00216
Journal Article
Jakobsen, E., Liem, F., Klados, M., Bayrak, S., Petrides, M., & Margulies, D. S. (2018). Automated individual-level parcellation of Broca's region based on functional connectivity. NeuroImage, 170, 41–53.
2017
Journal Article
Klados, M., Pandria, N., Micheloyannis, S., Margulies, D. S., & Bamidis, P. D. (2017). Math anxiety: Brain cortical network changes in anticipation of doing mathematics. International Journal of Psychophysiology, 122, 24–31.
Journal Article
Pezoulas, V. C., Zervakis, M., Michelogiannis, S., & Klados, M. (2017). Resting-state functional connectivity and network analysis of cerebellum with respect to IQ and gender. Frontiers in Human Neuroscience, 11. doi:10.3389/fnhum.2017.00189
2016
Journal Article
Klados, M., & Bamidis, P. D. (2016). A semi-simulated EEG/EOG dataset for the comparison of EOG artifact rejection techniques. Data in Brief, 8, 1004–1006.
Journal Article
Klados, M., Styliadis, C., Frantzidis, C. A., Paraskevopoulos, E., & Bamidis, P. D. (2016). Beta-band functional connectivity is reorganized in mild cognitive impairment after combined computerized physical and cognitive training. Frontiers in Neuroscience, 10. doi:10.3389/fnins.2016.00055
2015
Journal Article
Klados, M., Simos, P., Micheloyannis, S., Margulies, D. S., & Bamidis, P. D. (2015). ERP measures of math anxiety: How math anxiety affects working memory and mental calculation tasks? Frontiers in Behavioral Neuroscience, 9. doi:10.3389/fnbeh.2015.00282
2014
Journal Article
Frantzidis, C. A., Vivas, A. B., Tsolaki, A., Klados, M., Tsolaki, M., & Bamidis, P. D. (2014). Functional disorganization of small-world brain networks in mild Alzheimer's disease and amnestic mild cognitive impairment: An EEG study using relative wavelet entropy (RWE). Frontiers in Aging Neuroscience, 6. doi:10.3389/fnagi.2014.00224
Journal Article
Bamidis, P. D., Vivas, A. B., Styliadis, C., Frantzidis, C., Klados, M., Schlee, W., … Papageorgiou, S. G. (2014). A review of physical and cognitive interventions in aging. Neuroscience and Biobehavioral Reviews, 44, 206–220.
Journal Article
Klados, M., & Bamidis, P. (2014). Beyond the clinical use of neurofeedback. Journal of Psychology & Clinical Psychiatry, 1. doi:10.15406/jpcpy.2014.01.00014
2013
Journal Article
Klados, M., Kanatsouli, K., Antoniou, I., Babiloni, F., Tsirka, V., Bamidis, P. D., & Micheloyannis, S. (2013). A graph theoretical approach to study the organization of the cortical networks during different mathematical tasks. PLoS One, 8. doi:10.1371/journal.pone.0071800
2012
Journal Article
Lithari, C., Klados, M., Pappas, C., Albani, M., Kapoukranidou, D., Kovatsi, L., … Papadelis, C. L. (2012). Alcohol affects the brain's resting-state network in social drinkers. PLoS One, 7. doi:10.1371/journal.pone.0048641
Journal Article
Lithari, C., Klados, M., Papadelis, C., Pappas, C., Albani, M., & Bamidis, P. D. (2012). How does the metric choice affect brain functional connectivity networks? Biomedical Signal Processing and Control, 7, 228–236.
Journal Article
Athanasiou, A., Lithari, C., Kalogianni, K., Klados, M., & Bamidis, P. D. (2012). Source detection and functional connectivity of the sensorimotor cortex during actual and imaginary limb movement: A preliminary study on the implementation of econnectome in motor imagery protocols. Advances in Human-Computer Interaction, 2012. doi:10.1155/2012/127627
2011
Journal Article
Klados, M., Papadelis, C., Braun, C., & Bamidis, P. D. (2011). REG-ICA: A hybrid methodology combining Blind Source Separation and regression techniques for the rejection of ocular artifacts. Biomedical Signal Processing and Control, 6, 291–300.
2010
Journal Article
Frantzidis, C. A., Bratsas, C., Klados, M., Konstantinidis, E., Lithari, C. D., Vivas, A. B., … Bamidis, P. D. (2010). On the classification of emotional biosignals evoked while viewing affective pictures: An integrated data-mining-based approach for healthcare applications. IEEE Transactions on Information Technology in Biomedicine, 14, 309–318.

Conference Paper (22)

2016
Conference Paper
Bayrak, S., Margulies, D. S., Bamidis, P. D., & Klados, M. (2016). Mathematical Anxiety influences the cortical connectivity profiles in lower alpha band during working memory tasks. In Frontiers in Human Neuroscience. Lausanne, Switzerland: Frontiers Research Foundation. doi:10.3389/conf.fnhum.2016.220.00001
Conference Paper
Athanasiou, A., Klados, M., Astaras, A., Foroglou, N., Magras, I., & Bamidis, P. D. (2016). State of the art and future prospects of nanotechnologies in the field of brain-computer interfaces. In XIV Mediterranean conference on medical and biological engineering and computing 2016 (pp. 456–460). Cham, Germany: Springer.
2014
Conference Paper
Bamparopoulos, G., Klados, M., Papathanasiou, N., Antoniou, I., Micheloyannis, S., & Bamidis, P. D. (2014). Studying functional brain networks to understand mathematical thinking: A graph-theoretical approach. In XIIIth mediterranean conference on medical and biological engineering and computing 2013 (pp. 783–786). Cham: Springer International Publishing.
Conference Paper
Klados, M., Styliadis, C., & Bamidis, P. D. (2014). A short review on emotional recognition based on biosignal pattern analysis. In XIIIth mediterranean conference on medical and biological engineering and computing 2013 (pp. 787–790). Cham: Springer International Publishing.
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