AREAS OF EXPERTISE

• Classification of fMRI patterns–a study of the language network segregation in pediatric localization-related epilepsy. 2014
• A decisional space for fMRI pattern separation using the principal component analysis–a comparative study of language networks in pediatric epilepsy. 2013
• A new parametric feature descriptor for the classification of epileptic and control EEG records in pediatric population. 2012
• Sub-patterns of language network reorganization in pediatric localization-related epilepsy: a multisite study. 2011
• Subdural EEG classification into seizure and nonseizure files using neural networks in the gamma frequency band. 2011
• A comparative study of intracranial EEG files using nonlinear classification methods. 2010
• fMRI activation pattern recognition: A novel application of PCA in language network of pediatric localization-related epilepsy. 2009
• Seizure detection: an assessment of time- and frequency-based features in a unified two-dimensional decisional space using nonlinear decision functions. 2009
• Classification of electroencephalographic seizure recordings into ictal and interictal files using correlation sum. 2009
• Pattern extraction in interictal EEG recordings towards detection of electrodes leading to seizures. 2006

SELECTED PUBLICATIONS

1. Wang, X. You, W. Wu, M.R. Guillen, M. Cabrerizo, J. Sullivan, E. Donner, B. Bjornson, M. Berl, W.D. Gaillard, and M. Adjouadi, “Classification of fMRI Patterns -A Study of the Language Network Segregation in Pediatric Localization-Related Epilepsy” Accepted, Human Brain Mapping, AID HBM22265, 12 Jan 2013

2. Guzman, M. Goryawala, J. Wang, A. Barreto, A.; J. Andrian, N. Rishe, and M. Adjouadi, “Thermal Imaging as a Biometrics Approach to Facial Signature Authentication”, to appear in the IEEE Transactions on Information Technology in Biomedicine, Digital Object Identifier: 10.1109/TITB.2012.2207729

3. Sun, M. M. Berl, T. G. Burns, W. D. Gaillard, L. Hayes, M. Adjouadi, R. A. Jones, “Age association of language task-induced deactivation induced in a pediatric population”, NeuroImage, Vol. 65, pp. 23-33, January 2013.

4. Chen and M. Adjouadi, Chapter Title: Iris; in Encyclopedia of Cryptography and Security (2nd ed.), Henk C.A. van Tilborg, Sushil Jajodia, Editors-in-Chief, Springer, 2011, Part 9, Page: 638-646, ISBN 978-1-4419-5905-8, DOI: 10.1007/978-1-4419-5906-5_742

5. Rishe,B. Furht, M. Adjouadi, A. Barreto, E. Cheremisina, D. Davis, O. Wolfson, N. Adam, Y. Yesha, Y. Yesha. Chapter 15, Title: “Geospatial Data Management with TerraFly.” Handbook of Data Intensive Computing, pp.637-665, B. Furht and A. Escalante (Eds.), Springer Verlag, 2011.

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CONTACT INFORMATION

COURSES TAUGHT

EEL 3712 Logic Design

EEL 4502 Introduction to Digital Signal Processing

EEL 4709 Computer Design

EEL 4746 Microcomputer I

EEL 5719 Digital Filters

EEL 5820 Digital Image Processing

EEL 6816 Electronic Neural Systems

EEL 6821 Computer Vision

EEL 6993 Neural Systems

EEL 6994 Hardware/Software Integration in Engineering Design

EEL 6836 Computer Visualization of Brain Electrical Activities