Melvin Ayala

发表

Application of the Walsh transform towards seizure detection

Naphtali Rishe, Ilker Yaylali, Armando Barreto, 2007 .

Seizure Detection: An Assessment of Time- and Frequency-Based Features in a Unified Two-Dimensional Decisional Space Using Nonlinear Decision Functions

Malek Adjouadi, Mercedes Cabrerizo, Melvin Ayala, 2009, Journal of clinical neurophysiology : official publication of the American Electroencephalographic Society.

A knowledge-based database system for visual rating of fMRI activation patterns for brain language networks

Naphtali Rishe, Armando Barreto, Malek Adjouadi, 2009, TAPIA '09.

An Integrated Approach to Localize Epileptic Foci using Relative Spect Subtraction

Ilker Yaylali, Malek Adjouadi, Melvin Ayala, 2003, Modelling and Simulation.

A spreadsheet application for processing long-term EEG recordings

Armando Barreto, Malek Adjouadi, Mercedes Cabrerizo, 2009, Comput. Biol. Medicine.

A Real-Time Voice Controlled Human Computer Interface to Help Persons with Motor Disability

Malek Adjouadi, Melvin Ayala, Dalila Landestoy, 2004, ICCHP.

An Integrated Design for a Myoelectrically-Based Writing Module for a Controlled Prosthesis

Malek Adjouadi, Melvin Ayala, Andres Herrera, 2006, ICCHP.

Effective data conversion algorithm for real-time vision based human computer interface

Malek Adjouadi, Melvin Ayala, Anaelis Sesin, 2007, ICSE 2007.

Detection of Interictal Spikes and Artifactual Data Through Orthogonal Transformations

Ilker Yaylali, Armando Barreto, Malek Adjouadi, 2005, Journal of clinical neurophysiology : official publication of the American Electroencephalographic Society.

An Eye Gaze Tracking System Using Customized User Profiles to Help Persons with Motor Challenges Access Computers

Armando Barreto, Malek Adjouadi, Mercedes Cabrerizo, 2008, ICCHP.

A New Parametric Feature Descriptor for the Classification of Epileptic and Control EEG Records in Pediatric Population

Malek Adjouadi, Mercedes Cabrerizo, Melvin Ayala, 2012, Int. J. Neural Syst..

An inverse solution to functional brain mapping in language processing using an eigensystem study

Malek Adjouadi, Mercedes Cabrerizo, Melvin Ayala, 2006 .

Making waves useful: Improving epileptiform activity recognition using energy criteria

Malek Adjouadi, Melvin Ayala, 2003 .

An optimization approach to recognition of epileptogenic data using neural networks with simplified input layers.

Ilker Yaylali, Malek Adjouadi, Melvin Ayala, 2004, Biomedical sciences instrumentation.

EEG analysis using neural networks for seizure detection

Naphtali Rishe, Ilker Yaylali, Armando Barreto, 2007 .

A new mathematical approach based on orthogonal operators for the detection of interictal spikes in epileptogenic data.

Ilker Yaylali, Armando Barreto, Malek Adjouadi, 2004, Biomedical sciences instrumentation.

A research platform for artificial neural networks with applications in pediatric epilepsy

Melvin Ayala, M. Ayala, 2009 .

Subdural EEG Classification Into Seizure and Nonseizure Files Using Neural Networks in the Gamma Frequency Band

Malek Adjouadi, Mercedes Cabrerizo, Melvin Ayala, 2011, Journal of clinical neurophysiology : official publication of the American Electroencephalographic Society.

An Optimized Artificial Neural Network Approach for Epileptiform Activity Recognition

Malek Adjouadi, Melvin Ayala, M. Adjouadi, 2003, International Conference on Modelling and Simulation.

Classification of electroencephalographic seizure recordings into ictal and interictal files using correlation sum

Armando Barreto, Malek Adjouadi, Mercedes Cabrerizo, 2009, Comput. Biol. Medicine.

An interactive interface for seizure focus localization using SPECT image analysis

Ilker Yaylali, Malek Adjouadi, Melvin Ayala, 2006, Comput. Biol. Medicine.

Adaptive eye-gaze tracking using neural-network-based user profiles to assist people with motor disability.

Armando Barreto, Malek Adjouadi, Mercedes Cabrerizo, 2008, Journal of rehabilitation research and development.

Interictal spike detection using the Walsh transform

Ilker Yaylali, Armando Barreto, Malek Adjouadi, 2004, IEEE Transactions on Biomedical Engineering.

Multidimensional Pattern Recognition and Classification of White Blood Cells Using Support Vector Machines

Malek Adjouadi, Nuannuan Zong, Melvin Ayala, 2005 .

Remote Eye Gaze Tracking System as a Computer Interface for Persons with Severe Motor Disability

Malek Adjouadi, Mercedes Cabrerizo, Melvin Ayala, 2004, ICCHP.

Integrated Study of Topographical Functional Maps Based on an Auditory Comprehension Paradigm Using an Eigensystem Study and Spectrum Analysis

Gustavo Rey, Ilker Yaylali, Malek Adjouadi, 2005, Brain Topography.

An interface for analyzing and integrating different sensory modalities

Ilker Yaylali, Malek Adjouadi, Melvin Ayala, 2005 .

A Windows‐based interface for teaching image processing

Armando Barreto, Malek Adjouadi, Mercedes Cabrerizo, 2010, Comput. Appl. Eng. Educ..

Can EEG processing reveal seizure prediction patterns

Naphtali Rishe, Armando Barreto, Malek Adjouadi, 2007 .

Optimizing the classification of acute lymphoblastic leukemia and acute myeloid leukemia samples using artificial neural networks.

Malek Adjouadi, Nuannuan Zong, Melvin Ayala, 2006, Biomedical sciences instrumentation.

CLASSIFICATION AND MEDICAL DIAGNOSIS OF SCALP EEG USING ARTIFICIAL NEURAL NETWORKS

Malek Adjouadi, Mercedes Cabrerizo, Melvin Ayala, 2011 .

A Comparative Study of Intracranial EEG Files Using Nonlinear Classification Methods

Malek Adjouadi, Mercedes Cabrerizo, Melvin Ayala, 2009, Annals of Biomedical Engineering.

3D epileptic foci detection using an integrated neuro-imaging approach

Malek Adjouadi, Mercedes Cabrerizo, Melvin Ayala, 2005 .

Sub‐patterns of language network reorganization in pediatric localization related epilepsy: A multisite study

Naphtali Rishe, Armando Barreto, Malek Adjouadi, 2011, Human brain mapping.

Artificial neural networks approaches for multidimensional classification of acute lymphoblastic leukemia gene expression samples

Malek Adjouadi, Nuannuan Zong, Melvin Ayala, 2005 .

Classification of Leukemia Blood Samples Using Neural Networks

Malek Adjouadi, Nuannuan Zong, Mercedes Cabrerizo, 2010, Annals of Biomedical Engineering.

Pattern extraction in interictal EEG recordings towards detection of electrodes leading to seizures.

Malek Adjouadi, Melvin Ayala, Maria Tito, 2006, Biomedical sciences instrumentation.