Karema Al-Subari.
Email:Karema.Al-Subari@ur.de
Dissertation
A study of biomedical time series using Empirical Mode Decomposition.
(Extracting event-related modes from EEG signals recorded during visual processing of contour stimuli)
Publications
- S. Al-Baddai, K. Al-Subari, A. M. Tomé, J. Sol´e-Casalsd and E. W. Lang. A Green’s function-based Bidimensional Ensemble Empirical Mode Decomposition, Information Sciences, 2016 (in press),http://www.sciencedirect.com/science/article/pii/S0020025516300317.
- K. Al-Subari, S. Al-Baddai, A. M. Tomé, and E. W. Lang. EMDLAB: a toolbox for analysis of single trial EEG dynamics using empirical mode decomposition. Journal of Neuroscience Methods.vol(253):193-205,2015.http://www.sciencedirect.com/science/article/pii/S0165027015002447, download related package from here and a tutorial video from here
- Karema Al-Subari, Saad Al-Baddai, Ana Maria Tomé, Gregor Volberg, Rainer Hammwöhner, and Elmar W. Lang. Ensemble Empirical Mode Decomposition Analysis of EEG Data Collected during a Contour Integration Task. PLoS ONE,10(4):e0119489, 04 2015,http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0119489
- S. Al-Baddai, K. Al-Subari, A. M. Tomé, G. Volberg, and E. W. Lang. A combined EMD - ICA analysis of simultaneously registered EEG-fMRI data. Annals of the BMVA, 2015(2):1–15, 2015,http://www.bmva.org/annals:2015
- Esteve Gallego-Jutglà1, Saad Al-Baddai, Karema Al-Subari, Ana Maria Tomé, Elmar W. Lang, and Jordi Solé-Casals. Face recognition by fast and stable bi-dimensional empirical mode decomposition. In Hugo Gamboa Edited by Harald Loose, Ana Fred and Dirk Elias, editors, BIOSIGNALS 2015 - Proceedings of the International Conference on Bio-inspired Systems and Signal Processing, Lisbon, Portugal, pages 385–391, 12-15 January 2015,http://www.scitepress.org/portal/PublicationsDetail.aspx?ID=GgZTeG7KVNg=&t=1
- S. Al-Baddai, K. Al-Subari, A. M. Tomé, G. Volberg, S. Hanslmayr, R. Hammwöhner, and E. W. Lang. Bidimensional ensemble empirical mode decomposition of functional biomedical images taken during a contour integration task. Biomedical Signal Processing and Control, vol.(13):p. 218–236, Sep. 2014, http://www.sciencedirect.com/science/article/pii/S1746809414000822
- Saad Al-Baddai, Karema Al-Subari, Anna Maria Tomé, Gregor Volberg, and Elmar Lang. Combining EMD with ICA to analyze combined EEG-fMRI data. In Medical Image Understanding and Analysis, MIUA 2014. 18th Annual Conference,Egham,UK, July 9-11, 2014. Proceedings., pages p.223–228. City University London, London, UK, 2014.https://www.city.ac.uk/medical-image-understanding-and-analysis-2014/proceedings
- S. Al-Baddai, K. Al-Subari, A. M. Tomé, D. Salas-Gonzales and E. W. Lang. Analysis of fMRI images with BEEMD based-on Green’s functions(submitted).
In preparation
- S. Al-Baddai, K. Al-Subari, A. M. Tomé, and E. W. Lang. Parallelization of ensemble GFBEMD on multi-core architecture(tentative title).
- K. Al-Subari, S. Al-Baddai, A. M. Tomé, and E. W. Lang. Pooled channels ERM combined with EEG inverse solutions(tentative title).