Manousos A. Klados, MSc, PhD, FIMA

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Lecturer in Biomedical Engineering

Department of Biomedical Engineering

School of Life & Health Sciences, Aston University
Birmingham, B4 7ET 

Phone number: +44 (0) 121 204 3740
Email: m.klados@aston.ac.uk
Personal Website: www.mklados.com
Room number: MB555

 

SAN 2016 Proceedings

Dr Manousos Klados
Dr Manousos Klados
  • BSc in Mathematics, Aristotle University of Thessaloniki, 2007 (Greece)
  • MSc in Medical Informatics, Aristotle University of Thessaloniki, 2009 (Greece)
  • PhD in Medicine, Aristotle University of Thessaloniki, 2014 (Greece)
BE1SE1 – Software Engineering

BE3MI1 – Medical Imaging

Grants

  • 2019-2023
    HOPE - Pre-surgical Evaluation of Medical Refractory Paediatric Epilepsy. (1.334.000€)
    Grant by H2020-Marie Curie-RISE (EU) (Role: PI/Project Coordinator)

  • 2013 - 2014
    Neurofos - The impact of Intracranial light stimulation in the geriatric depression. (87.000€)
    Grant by Greek Government, General Secretariat of Research and Technology (Role: PI/Project Coordinator)

Scholarships

  • 2014 - 2016 ​Scholarship for Postodoctoral Research (50.400€)
    Funded by Max Planck Society

  • 2012 - Scholarship for PhD studies (4000€)
    Funded by Aristotle University of Thessaloniki 

  • 2007-2009 - Scholarship for my studies in the Graduate Program of the Medical Informatics (9600€)
    Funded by Greek Ministry of Education and Religion 

Awards

  • 2014 - Most Cited Biomedical Signal Processing and Control Articles
    Distinction of my paper entitled REG-ICA: A hybrid methodology combining Blind Source Separation and regression techniques for the rejection of ocular artifacts" in the most cited articles of the Elsevier's Journal of Biomedical Signal Processing and Control 

  • 2012 - Certification of Recognition by the IEEE 12th International Conference on BioInformatics and BioEngineering 
    Certification of Recognition for my publication entitled “Towards a graph theoretical approach to study gender lateralization effect in mathematical thinking” competed for the Students’ Award.

  • 2009 - Praise for Outstanding Research by the Medical School of Aristotle University of Thessaloniki
    Praise for outstanding research activity within the Graduate Program of the Medical School of the Aristotle University of Thessaloniki for my publication entitled “REG-ICA: A hybrid methodology combining Blind Source Separation and regression techniques for the rejection of ocular artifacts”

  • 2009 -  Certification of Merit by the IEEE 9th International Conference on Information Technology and Application in Biomedicine
    Certification of Merit for my publication entitled “REG-ICA: A New Hybrid Method for EOG Artifact Rejection” competed for the New Scientist Award

  • Board Member of the Society of Applied Neuroscience (SAN)
  • Institute of Electrical and Electronics Engineers (IEEE-EMB)
  • International Federation for Medical and Biological Engineering (IFMBE)
  • European Alliance for Medical and Biological Engineering Science (EAMBES)

  • Hellenic Society of Neuroscience (HSN)

  • Federation of European Neuroscience Societies (FENS)

  • International Brain Research Organization (IBRO)

  • Hellenic Society of Biomedical Engineering (ELEVIT) 

  • Fellow in Institute for Mathematics and Applications

 

  1. Ilg, L., Klados, M., Alexander, N., Kirschbaum, C., & Li, S-C. (2018).Long-term impacts of prenatal synthetic glucocorticoids exposure on functional brain correlates of cognitive monitoring in adolescence.Scientific Reports,8(1), [7715]. DOI:10.1038/s41598-018-26067-3
  2. Pezoulas, V. C., Athanasiou, A., Nolte, G., Zervakis, M. E., Fratini, A., Fotiandis, D., & Klados, M. (2018).FCLAB: An EEGLAB module for performing functional connectivity analysis on single-subject EEG data. In2018 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)IEEE. DOI:10.1109/BHI.2018.8333378
  3. Klados, M. A., Pandria, N., Athanasiou, A., & Bamidis, P. D. (2017).An Automatic EEG Based System for the Recognition of Math Anxiety. InProceedings - 2017 IEEE 30th International Symposium on Computer-Based Medical Systems, CBMS 2017(Vol. 2017-June, pp. 409-412). [8104228] (Proceedings IEEE International Symposium on Computer-Based Medical Systems). IEEE. DOI:10.1109/CBMS.2017.107
  4. Dacosta-Aguayo, R., Stephan-Otto, C., Auer, T., Clemente, I., Davalos, A., Bargallo, N., ... Klados, M. A. (2017).Predicting Cognitive Recovery of Stroke Patients from the Structural MRI Connectome Using a Naïve Bayesian Tree Classifier. InProceedings - 2017 IEEE 30th International Symposium on Computer-Based Medical Systems, CBMS 2017(Vol. 2017-June, pp. 413-418). [8104229] (Proceedings IEEE International Symposium on Computer-Based Medical Systems). IEEE. DOI:10.1109/CBMS.2017.106
  5. Athanasiou, A., Klados, M. A., Pandria, N., Foroglou, N., Kavazidi, K. R., Polyzoidis, K., & Bamidis, P. D. (2017).A Systematic Review of Investigations into Functional Brain Connectivity Following Spinal Cord Injury.Frontiers in Human Neuroscience,11, [517]. DOI:10.3389/fnhum.2017.00517
  6. Klados, M. A., Pandria, N., Micheloyannis, S., Margulies, D., & Bamidis, P. D. (2017).Math anxiety: brain cortical network changes in anticipation of doing mathematics.International Journal of Psychophysiology,122, 24-31. DOI:10.1016/j.ijpsycho.2017.05.003
  7. Pezoulas, V. C., Zervakis, M., Michelogiannis, S., & Klados, M. A. (2017).Resting-State Functional Connectivity and Network Analysis of Cerebellum with Respect to Crystallized IQ and Gender.Frontiers in Human Neuroscience,11, 189. DOI:10.3389/fnhum.2017.00189
  8. Klados, M. A. (2016).Human Connectome as a big-data problem: New approaches for analysis and visualization.. DOI:10.3389/conf.fnhum.2016.220.00012
  9. Klados, M. A., Gruzelier, J. H., & Bamidis, P. D. (Eds.) (2016).Biennial Meeting of the Society of Applied Neuroscience (SAN2016). Frontiers Media S.A.DOI:10.3389/978-2-88919-993-8
  10. Jakobsen, E., Liem, F., Klados, M. A., Bayrak, S., Petrides, M., & Margulies, D. S. (2016).Automated individual-level parcellation of Broca' s region based on functional connectivity.NeuroImage,170, 41-53. DOI:10.1016/j.neuroimage.2016.09.069
  11. Athanasiou, A., Klados, M. A., 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. InXIV Mediterranean Conference on Medical and Biological Engineering and Computing, MEDICON 2016(Vol. 57, pp. 456-460). (IFMBE Proceedings; Vol. 57). Springer. DOI:10.1007/978-3-319-32703-7_89
  12. Athanasiou, A., Klados, M. A., 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 . E. Kyriacou, S. Christofides , & C. Pattichis (Eds.),XIV Mediterranean Conference on Medical and Biological Engineering and Computing 2016. : IFMBE Proceedings(Vol. 57, pp. 462-466). Springer. DOI:10.1007/978-3-319-32703-7_90
  13. Klados, M. A., & Bamidis, P. D. (2016).A semi-simulated EEG/EOG dataset for the comparison of EOG artifact rejection techniques.Data in Brief,8, 1004-6. DOI:10.1016/j.dib.2016.06.032
  14. Bayrak, S., Margulies, D., Bamidis, P., & Klados, M. A. (2016).Mathematical Anxiety influences the cortical connectivity profiles in lower alpha band during working memory tasks. DOI:10.3389/conf.fnhum.2016.220.00001
  15. Pezoulas, V., Zervakis, M., Micheloyannis, S., & Klados, M. A. (2016).Investigating the correlation between crystallized IQ and network metrics in cerebellum using resting-state fMRI. DOI:10.3389/conf.fnhum.2016.220.00013
  16. Athanasiou, A., Klados, M. A., Foroglou, N., Klados, K. R., Polyzoidis, K., & Barnidis, P. D. (2016).Reorganization of brain networks after spinal cord injury: a qualitative synthesis of the literature. DOI:10.3389/conf.fnhum.2016.220.00036
  17. Klados, M., Lauckner, M., Jackobsen, E., & Daniel, M. (2016).Characterizing the Primary Spectrum of Personality and Brain Connectivity. 22nd Annual Meeting of the Organization for Human Brain Mapping, .
  18. Athanasiou, A., Klados, M. A., Styliadis, C., Foroglou, N., Polyzoidis, K., & Bamidis, P. D. (2016).Investigating the role of alpha and beta rhythms in functional motor networks.Neuroscience. DOI:10.1016/j.neuroscience.2016.05.044
  19. Klados, M. A., 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 Human Neuroscience,10(FEB). DOI:10.3389/fnins.2016.00055
  20. Bamparopoulos, G., Klados, M. A., Papathanasiou, N., Antoniou, I., Micheloyannis, S., & Bamidis, P. D. (2014).Studying Functional Brain Networks to Understand Mathematical Thinking: A Graph-Theoretical Approach. InXIII Mediterranean Conference on Medical and Biological Engineering and Computing 2013(pp. 783-786). (IFMBE Proceedings; Vol. 41). Springer. DOI:10.1007/978-3-319-00846-2_194
  21. Klados, M. A., 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(8), [e71800]. DOI:10.1371/journal.pone.0071800
  22. Klados, M. A., Lithari, C., Antoniou, I., Semertzidou, A., Bratsas, C., Micheloyannis, S., & Bamidis, P. D. (2012).Towards a graph theoretical approach to study gender lateralization effect in mathematical thinking. 666-670. DOI:10.1109/BIBE.2012.6399746
  23. Lithari, C., Klados, M. A., 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(10), [e48641]. DOI:10.1371/journal.pone.0048641
  24. Athanasiou, A., Lithari, C., Kalogianni, K., Klados, M. A., & 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, 1-10. [127627]. DOI:10.1155/2012/127627
  25. Lithari, C., Frantzidis, C. A. A., Papadelis, C., Klados, M. A. A., Pappas, C., & Bamidis, P. D. D. (2010).Small-world properties of brain Functional Connectivity Networks are affected by emotional stimuli. In2010 10th IEEE International Conference on Information Technology and Applications in Biomedicine (ITAB)IEEE. DOI:10.1109/ITAB.2010.5687815
  26. Moridis, C. N., Klados, M. A., Kokkinakis, I. A., Terzis, V., Economides, A. A., Karlovasitou, A., ... Karabatakis, V. E. (2010).The impact of audio-visual stimulation on alpha brain oscillations: An EEG study. In2010 10th IEEE International Conference on Information Technology and Applications in Biomedicine (ITAB)(pp. 1-4). IEEE. DOI:10.1109/ITAB.2010.5687651
  27. Lithari, C., Frantzidis, C., Klados, M., & Bamidis, P. (2010).Does arousal and valence affect ERPs and brain connectivity? A study during an emotional paradigm.International Journal of Psychophysiology,77(3), 266-266. DOI:10.1016/j.ijpsycho.2010.06.101
  28. Frantzidis, C., Bratsas, C., Klados, M., Konstantinidis, E., Lithari, C., Vivas, A., ... Bamidis, P. (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(2), 309-318. DOI:10.1109/TITB.2009.2038481
  29. Komnidis, A., Konstantinidis, E., Stylianou, I., Klados, M. A., Kalfas, A., & Bamidis, P. D. (2010).A Modular Architecture of a Computer-Operated Olfactometer for Universal Use. InXII Mediterranean Conference on Medical and Biological Engineering and Computing 2010(pp. 280-283). (XII Mediterranean Conference on Medical and Biological Engineering and Computing 2010; Vol. 29). Springer. DOI:10.1007/978-3-642-13039-7_70
  30. Peranonti, E. G., Klados, M. A., Papadelis, C. L., Kontotasiou, D. G., Kourtidou-Papadeli, C., & Bamidis, P. D. (2010).Can the EEG Indicate the FiO2 Flow of a Mechanical Ventilator in ICU Patients with Respiratory Failure? InXII Mediterranean Conference on Medical and Biological Engineering and Computing 2010(pp. 827-830). Springer. DOI:10.1007/978-3-642-13039-7_209
  31. Lithari, C., Klados, M. A., & Bamidis, P. D. (2010).Graph Analysis on Functional Connectivity Networks during an Emotional Paradigm. InXII Mediterranean Conference on Medical and Biological Engineering and Computing 2010(pp. 115-118). Springer. DOI:10.1007/978-3-642-13039-7_29
  32. Klados, M. A., Bratsas, C., Frantzidis, C., Papadelis, C. L., & Bamidis, P. D. (2010).A Kurtosis-Based Automatic System Using Naïve Bayesian Classifier to Identify ICA Components Contaminated by EOG or ECG Artifacts. InXII Mediterranean Conference on Medical and Biological Engineering and Computing 2010(pp. 49-52). Springer. DOI:10.1007/978-3-642-13039-7_13
  33. Klados, M. A., Papadelis, C. L., & Bamidis, P. D. (2009).REG-ICA: A new hybrid method for EOG Artifact Rejection. 1-4. 9th International Conference on Information Technology and Applications in Biomedicine, Larnaca, Cyprus.DOI:10.1109/ITAB.2009.5394295
  34. Bratsas, C., Frantzidis, C. A., Klados, M., Papadelis, C., Pappas, C., & Bamidis, P. D. (2009).Towards a semantic framework for an integrative description of neuroscience patterns and studies: a case for emotion-related data.Studies in health technology and informatics,150, 322-326. DOI:10.3233/978-1-60750-044-5-322
  35. Klados, M. A., Papadelis, C., Lithari, C. D., & Bamidis, P. D. (2009).The Removal Of Ocular Artifacts From EEG Signals: A Comparison of Performances For Different Methods. In4th European Conference of the International Federation for Medical and Biological Engineering(pp. 1259-1263). [Chapter 300] (IFMBE Proceedings; Vol. 22). Springer. DOI:10.1007/978-3-540-89208-3_300
  36. Bamidis, P. D., Frantzidis, C. A., Konstantinidis, E. I., Luneski, A., Lithari, C., Klados, M. A., ... Pappas, C. (2009).An Integrated Approach to Emotion Recognition for Advanced Emotional Intelligence. InHCI 2009: Human-Computer Interaction. Ambient, Ubiquitous and Intelligent Interaction(pp. 565-574). [Chapter 62] (Lecture Notes in Computer Science; Vol. 5612). Springer. DOI:10.1007/978-3-642-02580-8_62