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CURRICULUM VITAE

 

Name: Eleftheria Mylona

Email : emylonadi.uoa.gr

 

Education

2009 - 2014: Doctor of Philosophy (Ph.D.) in Image Analysis and Processing with Applications in Proteomics and Medicine, Department of Informatics and Telecommunications, National and Kapodistrian University of Athens, Athens, Greece.
2006 - 2007: Master of Science (M.Sc.) in Acoustics and Music Technology, School of Physics, University of Edinburgh, Edinburgh, Scotland.
2000 - 2006: Bachelor of Science (B.Sc.) in Applied Mathematical and Physical Sciences, School of Applied Mathematical and Physical Sciences, National Technical University of Athens, Athens, Greece.

 

PhD Thesis

  • Eleftheria A. Mylona, "Image Analysis and Processing With Applications in Proteomics and Medicine", Department of Informatics and Telecommunications, National and Kapodistrian University of Athens, Greece. [pdf]

 

Journals

  1. E.A. Mylona, Image Analysis and Processing with Applications in Proteomics and Medicine, Electronic Letters on Computer Vision and Image Analysis (ELCVIA), vol. 14, no. 3, pp. 45-48, 2015. [pdf]
  2. E.A. Mylona, M.A. Savelonas, D. Maroulis, "Self-parameterized Active Contours based on Regional Edge Structure for Medical Image Segmentation", SpringerPlus, vol. 3, no. 1, pp. 1-9, Springer, 2014. [pdf]
  3. E.A. Mylona, M.A. Savelonas, D. Maroulis, "Automated Adjustment of Region Based Active Contour Parameters Using Local Image Geometry,"€ IEEE Transactions on Cybernetics, vol. 44, no. 12, pp. 2757-2770, 2014. [pdf]
  4. M.A. Savelonas, E.A. Mylona, D. Maroulis, "Unsupervised 2D Gel Electrophoresis Image Segmentation based on Active Contours," Pattern Recognition, vol. 45, pp. 720-731, 2012. [pdf]
  5. E.A. Mylona, M.A. Savelonas, D. Maroulis, S. Kossida, "A Computer-Based Technique for Automated Spot Detection in Proteomics Images," IEEE Transactions on Information Technology in Biomedicine, vol. 15, no. 4, pp. 661-667, 2011. [pdf]

Book Chapters

  1. E.A. Mylona, M.A. Savelonas, D. Maroulis, "Towards Self-Parameterized Active Contours for Medical Image Segmentation with Emphasis on Abdomen," A.S. El-Baz et al. (eds.). Abdomen and Thoracic Imaging: An Engineering & Clinical Perspective, Springer Science + Business Media, New York, 2014. [pdf]

International Conferences

  1. E.A. Mylona, M.A. Savelonas, E. Zacharia, C. Pattichis, D. Maroulis, "Unsupervised Level Set Parameterization Using Multi-Scale Filtering," in Proc. IEEE International Conference on Digital Signal Processing (DSP), Santorini, Greece, 2013. [pdf]
  2. E.A. Mylona, M.A. Savelonas, D. Maroulis, A.N. Skodras, "Autopilot Spatially-Adaptive Active Contour Parameterization for Medical Image Segmentation," in Proc. IEEE International Symbosium on Computer-Based Medical Systems (CBMS), Porto, Portugal, 2013, pp. 268-272. [pdf]
  3. E.A. Mylona, M.A. Savelonas, D. Maroulis, "Self-Adjusted Active Contours Using Multi-Directional Texture Cues," in Proc. IEEE International Conference on Image Processing (ICIP), Melbourne, Australia, 2013. [pdf]
  4. E.A. Mylona, M.A. Savelonas, D. Maroulis, "Automated parameterization of active contours: A brief survey", 2013 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), Athens, Greece, 2013. [pdf]
  5. E.A. Mylona, M.A. Savelonas, D. Maroulis, "Entropy-Based Spatially-Varying Adjustment of Active Contour Parameters," in Proc. IEEE International Conference on Image Processing (ICIP), Orlando, FL, USA, 2012. [pdf]
  6. M. Savelonas, E. Mylona, D. Maroulis, "An Automatically Initialized Level-Set Approach for the Segmentation of Proteomics Images," in Proc. IEEE International Workshop on Biomedical Engineering, Kos, Greece, 2011. [pdf]
  7. E.A. Mylona, M.A. Savelonas, D. Maroulis, M. Aivaliotis, "2D-GE Image Segmentation based on Level-Sets," in Proc. IEEE International Conference on Image Processing (ICIP), Brussesls, Belgium, 2011. [pdf]
  8. E. Mylona, M. Savelonas, D. Maroulis, "A Two-Stage Active Contour-based Scheme for Spot Detection in Proteomics Images," in Proc. IEEE International Conference on Information Technology Applications in Biomedicine (ITAB), Corfu, Greece, 2010. [pdf]
  9. E. Mylona, M. Savelonas, D. Maroulis, "Protein Spot Detection in 2D-GE Images using Morphological Operators," in Proc. IEEE International Symposium on Computer-Based Medical Systems (CBMS), Perth, Australia, 2010. [pdf]
  10. M. Savelonas, E. Mylona, D. Maroulis, "A Level Set Approach for Proteomics Image Analysis," in Proc. European Signal Processing Conference (EUSIPCO), pp. 1229-1233, Aalborg, Denmark, August 23-27, 2010. [pdf]
  11. M.A. Savelonas, D. Maroulis, E. Mylona, "Segmentation of Two-Dimensional Gel Electrophoresis Images containing Overlapping Spots", in Proc. IEEE International Conference on Information Technology Applications in Biomedicine (ITAB), Larnaca, Cyprus, 2009. [pdf]

Greek Conferences

  1. E. Mylona, M. Savelonas, D. Maroulis, "Computer-based Methodology for Protein Spot Detection and its Contribution to Health Services", 14th Panhellenic Conference of the Greek Physicists Union, Kamena Vourla, Greece, 2012. [pdf]