Publications

Book Chapters

Y. 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, 2010 (to be published).

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L. Melendez, O.Wolfson, M. Adjouadi, and N. Rishe, Chapter 5: Qualitative Analysis of Commercial Social Network Profiles, Handbook of Social Network Technologies and Applications, pp.95-113, Springer, 2010.

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M. Cabrerizo, M. Adjouadi, M. Ayala, and P. Jayakar “Subdural Interictal EEG Analysis for Extracting Discriminating Features Towards Electrode Classification Using Artificial Neural Networks” , Book Title: Brain Mapping Research Progress, Editors: Ines C. Girard and Jade S. Andre JS, pp. 87-108, Pub. Date: May 2009, ISBN: 1604567848: 9781604567847.

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M. Mourad, M. Adjouadi, M. Ayala, and I. Yaylali, Chapter 9: Registration of Optical Topographic Maps to Magnetic Resonance Imaging (MRI), pp. 175-199, Book Title: New Trends in Brain Research NOVA Science, ISBN 1-59454-834-X, 2006.

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M. Cabrerizo, M. Adjouadi, M. Ayala, Chapter 5: An Application of Eigensystem and Frequency Analysis in Brain Functional Mapping, pp. 177-204, Book Title: Progress in Brain Mapping Research, , NOVA Science, ISBN 1-59454-580-4, 2006.

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J. Tou and M. Adjouadi, "Computer Vision for the Blind", in D.H.Warren and E.R. Strelow (Eds.), Electronic Spatial Sensing for the Blind, Martinus Nijhoff, Dordrecht, pp. 83-124. For U.S. and Canada, Kluwer Academic Publishers, xvi, 521 p., 1985. ISBN: 9024732387. LC Control Number: 85021453.

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Journal Articles

S. Sargolzaei, M. Cabrerizo, A. Sargolzaei, S. Noei, H. Rajaei, A. Salah Eddin, A. Pinzon-Ardila, S. M. Gonzalez Arias, P. Jayakar and M. Adjouadi, “A probabilistic approach for pediatric epilepsy diagnosis using brain functional connectivity networks,

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Cabrerizo, A. Cabrera, J. Perez, J. De la Rua, N. Rojas, Q. Zhou, A. Pinzon-Ardila, S. Gonzalez-Arias and M. Adjouadi, “Induced Effects of Transcranial Magnetic Stimulation on the Autonomic Nervous System and the Cardiac Rhythm.

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Eddin, A. S., Wang, J., Wu, W., Sargolzaei, S., Bjornson, B., Jones, R. A., Gaillard, W. D. and Adjouadi, M. (2014), The effects of pediatric epilepsy on a language connectome. Hum. Brain Mapp.. doi: 10.1002/hbm.22600

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Krishnatej Vedala, S. M. Amin Motahari, Mohammed Goryawala, Mercedes Cabrerizo, Ilker Yaylali, and Malek Adjouadi, “Quasi-Stationarity of EEG for Intraoperative Monitoring during Spinal Surgeries,” The Scientific World Journal, vol. 2014, Article ID 468269, 8 pages, 2014. doi:10.1155/2014/468269

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X. You, M. Adjouadi, J. Wang, M. Guillen, B. Bernal, J. Sullivan, E. Donner, B. Bjornson, M. Berl, and W.D. Gaillard “A Decisional Space for fMRI Pattern Separation Using the Principal Component Analysis –A Comparative Study of Language Networks in Pediatric Epilepsy”, Human Brain Mapping, Vol. 34 (9), pp. 2330-2342, September, 2013.

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J. 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" Human Brain Mapping, Article first published online: 1 MAR 2013 | DOI: 10.1002/hbm.22265

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B. 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.

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A. M. 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”, IEEE Journal of Biomedical and Health Informatics, Vol. 17 (1), pp. 214-222, January 2013.

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M. Goryawala, M. R. Guillen, S. Gulec, T. Barot, R. Suthar, R. Bhatt, A. McGoron and M. Adjouadi, “An Accurate 3D Liver Segmentation Method for Selective Internal Radiation Therapy Using a Modified K-Means Algorithm and Parallel Computing”, Int. J. of Innovative Computing Information and Control, in press Vol. 8(7), pp. 6515-6538, October 2012.

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M. Lahlou and M. Adjouadi, “Surface Reflectance Components Separation from Single Color Images Using the Mean-Shift Decomposition Technique”, Int. J. of Innovative Computing Information and Control, Vol. 8(7A), pp. 5149-5164-, July 2012.

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R. Bhatt, M. Adjouadi, M. Goryawala, S. Gulec, and A. McGoron, “An algorithm for PET tumor volume and activity quantification: Without specifying camera's point spread function (PSF)”, Medical Physics, Vol. 39 (7), pp. 4187-4202, July 2012.

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Vedala, K., Yaylali, I., Cabrerizo, M., Goryawala, M., & Adjouadi, M. (2012). Peak detection of somatosensory evoked potentials using an integrated principal component analysis-walsh method. Journal of clinical neurophysiology : official publication of the American Electroencephalographic Society, 29(2), 165-73. doi:10.1097/WNP.0b013e31824d96c7

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M. Cabrerizo, M. Ayala, , M. Goryawala, P. Jayakar, and M. Adjouadi, “A New Parametric Feature Descriptor for the Classification of Epileptic and Control EEG Records In Pediatric Population”, International Journal of Neural Systems, 22:2, (16 pages), DOI: 10.1142/S0129065712500013 April 2012.

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X. You, M. Adjouadi, J. Wang, M. R. Guillen, B. Bernal, J. Sullivan, E. Donner, B. Bjornson, M. Berl and W. D. Gaillard: A decisional space for fMRI pattern separation using the principal component analysis—A comparative study of language networks in pediatric epilepsy: 28 MAR 2012, DOI: 10.1002/hbm.22069

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M. Goryawala, I. Yaylali, M. Cabrerizo, K. Vedala, and M. Adjouadi, “An effective Intra-operative Neurophysiological Monitoring Scheme for Aneurysm Clipping and Spinal Fusion surgeries”, Journal of Neural Engineering, Vol. 9 (2), (12 pages), DOI: 10.1088/1741-2560/9/2/026021, Epub. Mar 15, 2012.

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Goryawala, M., Yaylali, I., Cabrerizo, M., Vedala, K., & Adjouadi, M. (2011). An effective novel patient specific Gaussian template based scheme for somatosensory evoked potential detection. 2011 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (pp. 1-6). IEEE. doi:10.1109/SPMB.2011.6120110

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Mohammed Goryawala,Magno R. Guillen, Mercedes Cabrerizo, Armando Barreto, Seza Gulec, Tushar C. Barot, Rekha R. Suthar, Ruchir N. Bhatt, AnthonyMcgoron, andMalek Adjouadi: "A 3-D Liver Segmentation Method with Parallel Computing for Selective Internal Radiation Therapy ”, IEEE Transactions on Information Technology in BioMedicine, Vol. 16(1), pp. 62-69, January 2012.

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M. Goryawala, M. R. Guillen, S. Gulec, T. Barot, R. Suthar, R. Bhatt, A. Mcgoron, M. Adjouadi “A 3D Liver Segmentation Method with Parallel Computing for Selective Internal Radiation Therapy”, IEEE Transactions on Information Technology in BioMedicine, Vol. 16(1), pp. 62-69, January 2012.

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Mercedes Cabrerizo, Melvin Ayala, Prasanna Jayakar and Malek Adjouadi. "Classification and Medical Diagnosis of Scalp EEG using Artificial Neural Networks"International Journal of Innovative Computing, Information and Control (IJICIC) Vol.7, No.12, Page 6905-6918, December 2011.

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J. Wang, A. Barreto, N. Rishe, J. Andrian, and M. Adjouadi, "A Fast Incremental Multilinear Principal Component Analysis Algorithm'' International Journal of Innovative Computing, Information and Control (IJICIC) Vol.7, No.8, Page 6019, August 2011.

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M. Ayala, M. Cabrerizo, P. Jayakar, and M. Adjouadi, “Subdural EEG Classification into Seizure and Non-seizure Files Using Neural Networks in the Gamma Frequency Band”,Journal of Clinical Neurophysiology, Volume 28, Number 1, February 2011.

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J. Wang, A. Barreto, L. Wang, Y. Chen, N. Rishe, J. Andrian, M. Adjouadi, “Multilinear Principal Component Analysis for Face Recognition with Fewer Features”, Neurocomputing, (73): 1550-1555, June 2010.

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M. Ayala, M. Adjouadi, M. Cabrerizo, and A. Barreto, “A Windows-Based Interface for Teaching Image Processing”, Computer Applications in Engineering Education, Vol. 18 (2):213-224, June 2010.

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X. You, M. Adjouadi, M. Guillen, M. Ayala, A. Barreto, N. Rishe, J. Sullivan, D. Dlugos, J. VanMeter, D. Morris, E. Donner, B. Bjornson, M.L. Smith, B. Bernal, M. Berl, W.D. Gaillard, “Sub-Patterns of language network reorganization in Pediatric Localization Related Epilepsy- a Multisite Study”, DOI: 10.1002/hbm.21066, Human Brain Mapping, John Wiley &Sons, 2010.

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M. Adjouadi, M. Ayala, M. Cabrerizo, A. Zong, G. Lizarraga, and M. Rossman, “Classification of Leukemia Blood Samples Using Neural Networks”, Annals of Biomedical Engineering, Vol. 38 (4), pp. 1473-1482, April 2010.

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Chen, Y; Adjouadi, M; Han, CA; Wang, J; Barreto, A; Rishe, N, et al., “A highly accurate and computationally efficient approach for unconstrained iris segmentation”, Image and Vision Computing, 28 (2): 261-269 Sp. Iss. SI FEB 2010

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M. Tito, M. Cabrerizo, M. Ayala, P. Jayakar, and M. Adjouadi, “A Comparative Study of Intracranial EEG Files Using Nonlinear Classification Methods”, Annals of Biomedical Engineering, Vol. 38 (1), pp. 187-199, January 2010.

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K. Faller, A. Barreto, M. Adjouadi, “Augmented Hankel Total Least-Squares Decomposition of Head-Related Transfer Functions”, Journal of the Audio Engineering Society, JAES Volume 58 Issue 1-2 pp. 3-21; Jan-Feb 2010.

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Tito M, Cabrerizo M, Ayala M, Jayakar P, Adjouadi M, “Seizure Detection: An Assessment of Time- and Frequency-Based Features in a Unified 2-D Decisional Space using Nonlinear Decision Functions”, Journal of Clinical Neurophysiology, Vol. 26 (6), pp. 381-391, Dec. 2009.

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M. Tito, M. Cabrerizo, M. Ayala, A. Barreto, I .Miller, P. Jayakar, and M. Adjouadi “Classification of electroencephalographic seizure recordings into ictal and interictal files using correlation sum”, Computers in Biology and Medicine, Vol. 39 (7), pp. 604-614, Jul 2009.

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M. Ayala, M. Cabrerizo, M. Tito, A. Barreto, M. Adjouadi “A Spreadsheet Application for Processing Long-Term EEG Recordings”, Computers in Biology and Medicine, Vol. 39, Issue 9, pp. 844 – 851, 2009.

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C. A. Chin, A. Barreto and M. Adjouadi, “Integration of EMG and EGT Modalities for the Development of an Enhanced Cursor Control System” International Journal on Artificial Intelligence Tools, Vol. 18, No. 3, pp. 399- 414, 2009.

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M. Alonso, A. Barreto and M. Adjouadi, “Digital image inverse filtering for improving visual acuity for computer users with visual aberrations”, Inverse Problems in Science and Engineering, Vol. 16, No. 8, pp. 957–966, December 2008.

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Sesin, M. Adjouadi, M. Ayala, M. Cabrerizo and A. Barreto, “An Adaptive Eye Gaze Tracking Using Neural Network- Based User Profiles to Assist People with Motor Disability”, Journal of Rehabilitation Research and Development, Vol. 45 (6), pp. 801-817, 2008.

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Chin, A. Barreto, J. G. Cremades, and M. Adjouadi, "Integrated Electromyogram and Eye-gaze Tracking Cursor Control System for Computer Users with Motor Disabilities" Journal of Rehabilitation Research and Development, Vol. 45 (1), pp. 161-174, 2008.

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Sesin, M. Adjouadi, M. Ayala, M. Cabrerizo and A. Barreto, “Eyeing a Real-Time Human-Computer Interface to Assist those with Motor Disabilities”, IEEE Potentials, Vol. 27 No. 3, pp. 19-26, 2008.

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Sanchez, M. Adjouadi, N. Altman, , D. Sanchez, B. Bernal "Comprehensive 3-D Fiber Tracking as a New Visualization System in Brain Studies", International Journal of Image and Graphics, Vol. 7, No. 4, pp. 749-766, October 2007.

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A. Simon and M. Adjouadi, “A Programming Tool for Enhancing the Teaching of Image Processing”, Computers in Education, Vol. XVII (1), pp. 85-94, Jan-March, 2007.

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C. Weiting and M. Adjouadi, “Design and Implementation of Wavelet-Domain Video Compression using Multiresolution Motion Estimation and Compensation”, International Journal of Image and Graphics, Vol. 6, No. 4, pp. 533-549, October 2006.

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M. Cabrerizo, M. Adjouadi, M. Ayala, and K. Nunez, “An Inverse Solution To Functional Brain Mapping of the Auditory Process Using an Eigensystem Study”, Inverse Problems in Science & Engineering, Taylor and Francis, Vol. 14 (4), pp. 437-452, June 2006.

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A. Simon, M. Adjouadi, and M. Ayala, “A .NET Solution for Distributed Computing Applications”, IEEE Potentials, Vol. 25 (2), pp.24-28, March/April 2006.

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M. Rossman, M. Adjouadi, M. Ayala and I.Yaylali, "An Interactive Interface for Seizure Focus Localization Using SPECT Image Analysis", Computers in Biology and Medicine. Volume 36, Issue 1 , pp. 70-88 January 2006.

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M. Adjouadi, M. Cabrerizo, M. Ayala, and N. Mirkovic “Seizing lesions in 3-D”, IEEE Potentials, Vol. 24, Issue 5, pp. 11-17, December 2005.

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M. Adjouadi,A. Zong, and Melvin Ayala, "Multidimensional Pattern Recognition and Classification of White Blood Cells Using Support Vector Machines", Journal of Particle and Particle Systems Characterization, Wiley-VCH, Volume 22, Issue 2, pp. 107-118, September 2005.

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M. Alonso, A. Barreto, J.G. Cremades, J. Jacko, and M. Adjouadi, “Image Pre-compensation to facilitate computer access for users with refractive errors”, Behaviour & Information Technology, May-June 2005, vol. 24, no. 3, pp. 161-173.

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M. Cabrerizo, M. Adjouadi, M. Ayala, Kirenia Nunez, Jayakar and I. Yaylali “Integrated Study of Topographical Functional Based on an Auditory-Comprehension Paradigm Using an Eigensystem Study and Spectrum Analysis”, Brain Topography, Vol. 17 (3), pp. 151-163, March 2005.

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M. Adjouadi, M. Cabrerizo, M. Ayala, D. Sanchez, P. Jayakar, I. Yaylali, and A. Barreto “Detection of Interictal Spikes and Artifactual Data through Orthogonal Transformations”, Journal of Clinical Neurophysiology, Vol. 22(1), pp. 53-64, January/February 2005.

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M. Adjouadi and M. Ayala,"Introducing Neural Studio: An Artificial Neural Networks Simulator for Educational Purposes", Computers in Education Journal, Vol. 14, No. 3, pp. 33-40, July-Sept. 2004.

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G. Cremades, D. Sanchez, M. Adjouadi, and A. Barreto, "Human-computer interfaces with regional lower and upper alpha frequencies as on-line indexes of mental activity", Computers in Human Behavior, Volume 20, Issue 4, pp. 569-579, July 2004.

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M. Adjouadi, D. Sanchez, M. Cabrerizo, M. Ayala, P. Jayakar, I. Yaylali, and A. Barreto, “Interictal Spike Detection Using the Walsh Transform”, IEEE Transactions on Biomedical Engineering, Vol. 51, No. 5, pp.868-873, May 2004.

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M. Adjouadi, M. Cabrerizo, I. Yaylali, and P. Jayakar, “Interpreting EEG Functional Brain Activity”, IEEE Potentials, Vol. 23, Issue 1, pp. 8-13, Feb/March Issue 2004.

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M. Adjouadi and M. Ayala, "Making waves useful: Improving epileptiform activity recognition using energy criteria", IEEE Potentials, pp. 6-11, Vol. 22, No. 1, Feb./March 2003.

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N. Mirkovic, M. Adjouadi, I. Yaylali, and P. Jayakar “3-D Source Localization of Epileptic Foci Integrating EEG and MRI Data”, Brain Topography, Vol. 16, No.2, pp. 111-119, Jan. 2003.

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M. Adjouadi, and N. Fernandez, “An Orientation-Independent Imaging Technique for the Classification of Blood Cells”, Journal of Particle and Particle Systems Characterization, Vol. 18 No. 2, pp. 91–98, Wiley-VCH-Interscience, July 2001.

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M. Adjouadi, C. Reyes, J. Riley, P. Vidal, “Adaptive Filtering for Flow-Cytometric Particles”, Journal of Particle and Particle Systems Characterization, Vol. 17, No.3, pp. 126-133 Wiley-VCH-Inter-Science, October 2000.

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Conference Proceedings

K. Vedala, S.M.A. Motahari, M. Goryawala, M. Cabrerizo, I. Yaylali, and M. Adjouadi. “Novel Time-Frequency-Eigen Filter for Intraoperative Neurophysiologic Monitoring in Spinal Surgeries”. Proceedings of the 6th International IEEE EMBS Conference on Neural Engineering, pp. 1578-1581, November 6-8, 2013, San Diego, CA.

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Q. Zhou, M. Goryawala, M. Cabrerizo, J. Wang, W. Barker, R. Duara, and M. Adjouadi. “Regional MRI Measures and Neuropsychological Test for Multi-dimensional Analysis in Alzheimer’s Disease”. Proceedings of the 6th International IEEE EMBS Conference on Neural Engineering, pp. 533-536, November 6-8, 2013, San Diego, CA.

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S. Sargolzaei, A. Salah Eddin, M. Cabrerizo, and M. Adjouadi. “Resting State Functional Connectivity Based on Principal Component Transformation of Cortical fMRI Measurements”. Proceedings of the 6th International IEEE EMBS Conference on Neural Engineering, pp. 1501-1504, November 6-8, 2013, San Diego, CA.

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S.M.A. Motahari, K. Vedala, M. Goryawala, M. Cabrerizo, I. Yaylali, and M Adjouadi. “A Somatosensory Evoked Potential Monitoring Algorithm Using Time Frequency Filtering”. Proceedings of the 6th International IEEE EMBS Conference on Neural Engineering, pp. 351-354, November 6-8, 2013, San Diego, CA.

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J. Wang, A. Salah Eddin, Q. Zhou, W.D. Gaillard, and M. Adjouadi. “Discriminating regional functional networks in pediatric epilepsy”. Proceedings of the 6th International IEEE EMBS Conference on Neural Engineering, pp. 1513-1516, November 6-8, 2013, San Diego, CA.

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A. Salah Eddin, J. Wang, S. Sargolzaei, W.D. Gaillard, and M. Adjouadi. “ICA-based connectivity on Brain Networks using fMRI”. Proceedings of the 6th International IEEE EMBS Conference on Neural Engineering, pp. 391-394, November 6-8, 2013, San Diego, CA.

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K. Vedala, I. Yaylali, M. Cabrerizo, M. Goryawala and M. Adjouadi. `Intraoperative Neurophysiologic Monitoring During Surgical Treatment of Spinal Surgeries'. In: Neurocritical Care Society 10th Annual Meeting, Neurocritical Care, vol. 17, no. 2, pp. S66, Sep. 2012
doi: 10.1007/s12028-012-9775-0

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Q. Zhou, M. Goryawala, M. Cabrerizo, J. Wang, W. Barker, R. Duara, M. Adjouadi, “Combining Anatomical Biomarkers With Neuropsychological Data For Multidimensional Classification Of Alzheimer's Disease”, The 17th International Conference on Image Processing, Computer Vision, & Pattern Recognition, IPCV-2013, Vol. 1, pp.255-261, July 22-25, 2013, Las Vegas, USA.

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P. D. McCall, M. L. Naudeau, T. Farrell, M. E. Sorge, and M. Adjouadi, “Local-area imaging of objects in near-geostationary orbits via LWIR sensing”, SPIE Defense, Security, and Sensing 2013, Baltimore Convention Center, Baltimore, Maryland, United States, 29 April - 3 May 2013

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P. D. McCall, M. L. Naudeau, T. Farrell, M. E. Sorge, and M. Adjouadi, “Local-area geostationary object detection and orbital characterization utilizing image-differencing techniques’, SPIE Defense, Security, and Sensing 2013, Baltimore Convention Center, Baltimore, Maryland, United States, 29 April - 3 May 2013.

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P. McCall, G. Torres, K. LeGrand, M. Adjouadi, C. Liu, J. Darling, and H. Pernicka, “Many-core computing for space-based stereoscopic imaging”, pp. 1-7, IEEE Aerospace Conference, Big Sky, Montana, USA, March 2-9, 2013.

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P. McCall, M. Cabrerizo, and M. Adjouadi, “Spatial and temporal analysis of interictal activity in the epileptic brain”, pp. 1 – 6, IEEE Signal Processing in Medicine and Biology Symposium (SPMB), Saturday, City College of New York, New York, December 1, 2012.

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A. Guzman, M. Goryawala, M. Adjouadi. 2012 IEEE International Conference on Emerging Signal Processing Applications: GENERATING THERMAL FACIAL SIGNATURES USING THERMAL INFRARED IMAGES: January,13,2012

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