Faculty Directory
Nikolaos Maglaveras

Visiting Professor, Industrial Engineering and Management Sciences

Contact

2145 Sheridan Road
Tech
Evanston, IL 60208-3109

847-491-5410Email Nikolaos Maglaveras

Departments

Industrial Engineering and Management Sciences


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Education

Ph.D.  in Electrical Engng & Computer Science with emphasis in Biomedical Engng, Northwestern University, Evanston, IL, USA (1988)

M.Sc. in Electrical Engng & Computer Science with emphasis in Biomedical Engng, Northwestern University, Evanston, IL, USA (1985)

Diploma in Electrical Engineering, Aristotle University, 1982


Research Interests

 The major areas addressed during my R&D activity were those of (1) machine learning and (bio)medical signal and image processing, (2) home care systems through innovative open and closed loop telemonitoring systems, (3) in silico modeling and simulation of non-linear biological systems using high performance computing (HPC in cardiorespiratory, immune, neuro systems), (4) eHealth/mHealth personalized health (pHealth) systems and technologies, (5) patient safety informatics, connected health and integrated care systems (6) multi-level medical decision support systems, (7) behavioral informatics (preventing/manage eating disorders, rehabilitation and obesity), (8) bioinformatics and informatics for big (bio)data management and analytics.

Application medical areas are the cardiorespiratory systems, cancer, neurosciences, metabolism, immunogenetics and sleep disorders.


Selected Publications

    • Maglaveras, T. Stamkopoulos, K.I. Diamantaras, C. Pappas, M. Strintzis, “ECG pattern recognition and classification using non-linear transformations and neural networks: A review” International Journal of Medical Informatics, vol. 52, pp.191-208, 1998 (invited paper).
    • Haris, S.N. Efstratiadis, N. Maglaveras, A. Katsaggelos, "A hybrid image segmentation algorithm using watersheds and hierarchical region merging", IEEE Trans Image Proc, vol. 7(12), pp. 1684-1699, 1998.
    • N Maglaveras, I Chouvarda, VG Koutkias, G Gogou, I Lekka, D Goulis, A Avramidis, C Karvounis, G Louridas, EA Balas, ‘The Citizen Health System (CHS) : A Generic Contact Center Enabling Home Care through Pervasive Computing and Quality Telemedicine Services’, IEEE Trans Inform Techn in Biomed, 9(3), pp. 353-362, 2005. Selected as "best paper" for the IMIA Yearbook of Medical Informatics 2007.
    • Papadelis, Z. Chen, C. Kourtidou-Papadeli, P.D. Bamidis, I. Chouvarda, E. Bekiaris, N. Maglaveras, ‘Monitoring sleepiness with on-board electrophysiological recordings for preventing sleep-deprived traffic accidents’, Clinical Neurophysiology, vol. 118(9), pp. 1906-1922 , 2007.
    • Koutkias, V. Kilintzis, G. Stalidis, K. Lazou, J. Niès, L. Durand-Texte, P. McNair, R. Beuscart, N. Maglaveras, “Knowledge Engineering for Adverse Drug Event Prevention: On the Design and Development of a Uniform, Contextualized and Sustainable Knowledge-based Framework”, Journal of Biomedical Informatics, vol. 45(3), pp. 495-506, 2012. Selected as "best paper" for the IMIA Yearbook of Medical Informatics 2013.
    • Papaioannou, Pneumatikos I, N Maglaveras, ’ Association of heart rate variability and inflammatory response in patients with cardiovascular diseases: current strengths and limitations’, Front. Physiol. 4:174. doi: 10.3389/fphys.2013.00174, 2013.
    • Zarpalas, P. Gkontra, P. Daras, N. Maglaveras, ’Gradient based Reliability Maps for ACM based Segmentation of Hippocampus’, IEEE Trans Biomed Engng, vol. 61(4), pp. 1015-26, 2014.
    • Toutouzas K, Chatzizisis YS, Riga M, et al., ‘Accurate and reproducible reconstruction of coronary arteries and endothelial shear stress calculation using 3D OCT: Comparative study to 3D IVUS and 3D QCA.’ Atherosclerosis. 240(2):510-9. 2015.
    • Vaporidi K, Babalis D, Chytas A, Lilitsis E, Kondili E, Amargianitakis V, Chouvarda I,Maglaveras N, Georgopoulos D, ‘Clusters of ineffective efforts during mechanical ventilation: impact on outcome’, Intensive Care Med, Feb. 43(2):184-191, doi: 1007/s00134-016-4593-z, 2017.
    • Vardi A, Vlachonikola E, Karypidou M, Stalika E, Bikos V, Gemenetzi K, Maramis C, Siorenta A, Anagnostopoulos A, Pospisilova S,Maglaveras N, Chouvarda I, Stamatopoulos K, Hadzidimitriou A., Restrictions in the T-cell repertoire of chronic lymphocytic leukemia: High-throughput immunoprofiling supports selection by shared antigenic elements. Leukemia, 31:1555-1561, doi: 10.1038/leu.2016.362, 2017.
    • Kavakiotis I, Tsave O, Salifoglou A,Maglaveras N, Vlahavas I, Chouvarda I., ‘Machine learning and data mining methods in diabetes research’, Comput Struct Biotechnol J. 15:104-116. doi: 10.1016/j.csbj.2016.12.005, 2017.
    • Triantafyllidis A., D. Filos, Claes, R. Buys, V. Cornelissen , E. Kouidi , I. Chouvarda, N. Maglaveras, ‘Computerised decision support in physical activity interventions: A systematic literature review’, International Journal of Medical Informatics, Mar.111:7-18, doi.org/10.1016/j.ijmedinf.2017.12.012, 2018.
    • Maglaveras, I. Chouvarda, P. de Carvahlo (Edts), ‘Precision Medicine Powered by pHealth and Connected Health’, Proceedings of the 3rd ICBHI 2017, Thessaloniki, Greece, IFMBE Proceedings Series, doi.org/10.1007/978-981-10-7419-6, vol. 66, Springer, 2018.