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Melvin Ayala, Ph.D. - Publications

Affiliations: 
2009 Florida International University, Miami, FL, United States 
Area:
Electronics and Electrical Engineering, Biomedical Engineering, Computer Engineering
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34 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2012 Cabrerizo M, Ayala M, Goryawala M, Jayakar P, Adjouadi M. A new parametric feature descriptor for the classification of epileptic and control EEG records in pediatric population. International Journal of Neural Systems. 22: 1250001. PMID 23627587 DOI: 10.1142/S0129065712500013  0.791
2011 You X, Adjouadi M, Guillen MR, Ayala M, Barreto A, Rishe N, Sullivan J, Dlugos D, Vanmeter J, Morris D, Donner E, Bjornson B, Smith ML, Bernal B, Berl M, et al. Sub-patterns of language network reorganization in pediatric localization related epilepsy: a multisite study. Human Brain Mapping. 32: 784-99. PMID 21484949 DOI: 10.1002/Hbm.21066  0.557
2011 Ayala M, Cabrerizo M, Jayakar P, Adjouadi M. Subdural EEG classification into seizure and nonseizure files using neural networks in the gamma frequency band. Journal of Clinical Neurophysiology : Official Publication of the American Electroencephalographic Society. 28: 20-9. PMID 21221013 DOI: 10.1097/Wnp.0B013E31820512Ee  0.753
2011 Cabrerizo M, Ayala M, Jayakar P, Adjouadi M. Classification and medical diagnosis of scalp eeg using artificial neural networks International Journal of Innovative Computing, Information and Control. 7: 6905-6918.  0.719
2010 Adjouadi M, Ayala M, Cabrerizo M, Zong N, Lizarraga G, Rossman M. Classification of leukemia blood samples using neural networks. Annals of Biomedical Engineering. 38: 1473-82. PMID 20013155 DOI: 10.1007/S10439-009-9866-Z  0.745
2010 Tito M, Cabrerizo M, Ayala M, Jayakar P, Adjouadi M. A comparative study of intracranial EEG files using nonlinear classification methods. Annals of Biomedical Engineering. 38: 187-99. PMID 19838803 DOI: 10.1007/S10439-009-9819-6  0.773
2010 Ayala M, Adjouadi M, Cabrerizo M, Barreto A. A windows-based interface for teaching image processing Computer Applications in Engineering Education. 18: 213-224. DOI: 10.1002/Cae.20171  0.679
2009 Tito M, Cabrerizo M, Ayala M, Jayakar P, Adjouadi M. Seizure detection: an assessment of time- and frequency-based features in a unified two-dimensional decisional space using nonlinear decision functions. Journal of Clinical Neurophysiology : Official Publication of the American Electroencephalographic Society. 26: 381-91. PMID 19952562 DOI: 10.1097/Wnp.0B013E3181C29928  0.778
2009 Ayala M, Cabrerizo M, Tito M, Barreto A, Adjouadi M. A spreadsheet application for processing long-term EEG recordings. Computers in Biology and Medicine. 39: 844-51. PMID 19643398 DOI: 10.1016/J.Compbiomed.2009.07.003  0.744
2009 Tito M, Cabrerizo M, Ayala M, Barreto A, Miller I, Jayakar P, Adjouadi M. Classification of electroencephalographic seizure recordings into ictal and interictal files using correlation sum. Computers in Biology and Medicine. 39: 604-14. PMID 19467652 DOI: 10.1016/J.Compbiomed.2009.04.005  0.78
2009 Guillen MR, Adjouadi M, Bernal B, Ayala M, Barreto A, Rishe N, Lizarraga G, You X, Gaillard W. A knowledge-based database system for visual rating of fMRI activation patterns for brain language networks Proceedings of the Richard Tapia Celebration of Diversity in Computing Conference 2009: Intellect, Initiatives, Insight, and Innovations. 1-6. DOI: 10.1145/1565799.1565801  0.462
2008 Sesin A, Adjouadi M, Cabrerizo M, Ayala M, Barreto A. Adaptive eye-gaze tracking using neural-network-based user profiles to assist people with motor disability. Journal of Rehabilitation Research and Development. 45: 801-17. PMID 19009467 DOI: 10.1682/Jrrd.2007.05.0075  0.769
2008 Sesin A, Adjouadi M, Ayala M, Cabrerizo M, Barreto A. Eyeing a real-time human-computer interface to assist those with motor disabilities Ieee Potentials. 27: 19-25. DOI: 10.1109/Mpot.2007.914733  0.765
2008 Sesin A, Adjouadi M, Cabrerizo M, Ayala M, Barreto A. An eye gaze tracking system using customized user profiles to help persons with motor challenges access computers Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5105: 1161-1168. DOI: 10.1007/978-3-540-70540-6_175  0.768
2006 Zong N, Adjouadi M, Ayala M. Optimizing the classification of acute lymphoblastic leukemia and acute myeloid leukemia samples using artificial neural networks. Biomedical Sciences Instrumentation. 42: 261-6. PMID 16817618  0.678
2006 Mercedes C, Adjouadi M, Ayala M, Tito M. Pattern extraction in interictal EEG recordings towards detection of electrodes leading to seizures. Biomedical Sciences Instrumentation. 42: 243-8. PMID 16817615  0.783
2006 Rossman M, Adjouadi M, Ayala M, Yaylali I. An interactive interface for seizure focus localization using SPECT image analysis. Computers in Biology and Medicine. 36: 70-88. PMID 16318848 DOI: 10.1016/J.Compbiomed.2004.09.001  0.759
2006 Simon A, Adjouadi M, Ayala M. A .NET solution for distributed computing applications Ieee Potentials. 25: 24-28. DOI: 10.1109/Mp.2006.1649006  0.485
2006 Cabrerizo M, Adjouadi M, Ayala M, Nunez K. An inverse solution to functional brain mapping in language processing using an eigensystem study Inverse Problems in Science and Engineering. 14: 437-452. DOI: 10.1080/17415970600574138  0.688
2006 Herrera A, Adjouadi M, Ayala M. An integrated design for a myoelectrically-based writing module for a controlled prosthesis Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4061: 926-934.  0.465
2005 Cabrerizo M, Adjouadi M, Ayala M, Yayali I, Jayakar P, Rey G. Integrated study of topographical functional maps based on an auditory comprehension paradigm using an eigensystem study and spectrum analysis. Brain Topography. 17: 151-63. PMID 15974474 DOI: 10.1007/S10548-005-4448-3  0.689
2005 Adjouadi M, Cabrerizo M, Ayala M, Sanchez D, Yaylali I, Jayakar P, Barreto A. Detection of interictal spikes and artifactual data through orthogonal transformations. Journal of Clinical Neurophysiology : Official Publication of the American Electroencephalographic Society. 22: 53-64. PMID 15689714 DOI: 10.1097/01.Wnp.0000150880.19561.6F  0.796
2005 Adjouadi M, Cabrerizo M, Ayala M, Mirkovic N. Seizing lesions in 3-D Ieee Potentials. 24: 11-17. DOI: 10.1109/Mp.2005.1594002  0.671
2005 Adjouadi M, Zong N, Ayala M. Multidimensional pattern recognition and classification of white blood cells using support vector machines Particle and Particle Systems Characterization. 22: 107-118. DOI: 10.1002/Ppsc.200400888  0.688
2005 Cabrerizo M, Adjouadi M, Ayala M. Source localization of brain activity related to epileptic seizures Wseas Transactions On Information Science and Applications. 2: 987-995.  0.706
2005 Zong N, Adjouadi M, Ayala M. Artificial Neural Networks approaches for multidimensional classification of Acute Lymphoblastic Leukemia gene expression data Wseas Transactions On Information Science and Applications. 2: 1071-1078.  0.681
2004 Ayala M, Adjouadi M, Yaylali I, Jayakar P. An optimization approach to recognition of epileptogenic data using neural networks with simplified input layers. Biomedical Sciences Instrumentation. 40: 181-6. PMID 15133955  0.556
2004 Adjouadi M, Cabrerizo M, Ayala M, Sanchez D, Yaylali I, Jayakar P, Barreto A. A new mathematical approach based on orthogonal operators for the detection of interictal spikes in epileptogenic data. Biomedical Sciences Instrumentation. 40: 175-80. PMID 15133954  0.784
2004 Adjouadi M, Sanchez D, Cabrerizo M, Ayala M, Jayakar P, Yaylali I, Barreto A. Interictal spike detection using the Walsh transform. Ieee Transactions On Bio-Medical Engineering. 51: 868-72. PMID 15132516 DOI: 10.1109/Tbme.2004.826642  0.787
2004 Adjouadi M, Ayala M. Introducing neural studio: An artificial neural networks simulator for educational purposes Computers in Education Journal. 14: 33-40.  0.488
2004 Adjouadi M, Sesin A, Ayala M, Cabrerizo M. Remote eye gaze tracking system as a computer interface for persons with severe motor disability Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3118: 761-769.  0.765
2004 Adjouadi M, Landestoy D, Ayala M, Tischer W. A real-time voice controlled human computer interface to help persons with motor disability Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3118: 804-812.  0.489
2003 Adjouadi M, Ayala M. Making waves useful Improving epileptiform activity ecognition using energy criteria Ieee Potentials. 22: 6-11. DOI: 10.1109/Mp.2003.1180932  0.564
2003 Ayala M, Adjouadi M. An optimized artificial neural network approach for epileptiform activity recognition Proceedings of the Iasted International Conference On Modelling and Simulation. 342-348.  0.526
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