Melvin Ayala, Ph.D.
Affiliations: | 2009 | Florida International University, Miami, FL, United States |
Area:
Electronics and Electrical Engineering, Biomedical Engineering, Computer EngineeringGoogle:
"Melvin Ayala"Parents
Sign in to add mentor| Malek Adjouadi | grad student | 2009 | Florida International | |
| (A research platform for artificial neural networks with applications in pediatric epilepsy.) | ||||
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| Cabrerizo M, Ayala M, Goryawala M, et al. (2012) A new parametric feature descriptor for the classification of epileptic and control EEG records in pediatric population. International Journal of Neural Systems. 22: 1250001 |
| You X, Adjouadi M, Guillen MR, et al. (2011) Sub-patterns of language network reorganization in pediatric localization related epilepsy: a multisite study. Human Brain Mapping. 32: 784-99 |
| Ayala M, Cabrerizo M, Jayakar P, et al. (2011) 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 |
| Cabrerizo M, Ayala M, Jayakar P, et al. (2011) Classification and medical diagnosis of scalp eeg using artificial neural networks International Journal of Innovative Computing, Information and Control. 7: 6905-6918 |
| Adjouadi M, Ayala M, Cabrerizo M, et al. (2010) Classification of leukemia blood samples using neural networks. Annals of Biomedical Engineering. 38: 1473-82 |
| Tito M, Cabrerizo M, Ayala M, et al. (2010) A comparative study of intracranial EEG files using nonlinear classification methods. Annals of Biomedical Engineering. 38: 187-99 |
| Ayala M, Adjouadi M, Cabrerizo M, et al. (2010) A windows-based interface for teaching image processing Computer Applications in Engineering Education. 18: 213-224 |
| Tito M, Cabrerizo M, Ayala M, et al. (2009) 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 |
| Ayala M, Cabrerizo M, Tito M, et al. (2009) A spreadsheet application for processing long-term EEG recordings. Computers in Biology and Medicine. 39: 844-51 |
| Tito M, Cabrerizo M, Ayala M, et al. (2009) Classification of electroencephalographic seizure recordings into ictal and interictal files using correlation sum. Computers in Biology and Medicine. 39: 604-14 |