Bases de datos bibliográficas:

Publicaciones del académico:

• Statistical and Texture Features to Characterize DILD Radiological Findings

• Statistical and Texture Features for Distinguishing DILD Radiological Findings
• Assessing Changes in Brain Activity through Microstate Analysis in Serious Video Game Training
• Amyotrophic Lateral Sclerosis Detection using Facial Symmetry Analysis with Machine Learning Techniques
• Identifying PTSD sex-based patterns through explainable artificial intelligence in biometric data
• Evaluation of the Relation between Ictal EEG Features and XAI Explanations

• Heterogeneous Behavior in the Iowa Gambling Task: A Clustering Approach
• Automatic Cluster Selection in K-Means Lung Segmentation
• EOG Signal Classification Based on Blink-to-Speak Language
• Sex-Based Speech Pattern Recognition for Post-traumatic Stress Disorder
• Muscle Activation Patterns Differentiate Post-stroke and Healthy Population
• Neuromarkers based on EEG Statistics in Time and Frequency Domains to Detect Tinnitus
• Comparing Wavelet Characterization Methods for the Classification of Upper Limb sEMG Signals
• Signal Processing in Medicine and Biology: Innovations in Big Data Processing
• IFMBE Proceedings
• Towards Biosignals Analysis for the Automatic Assessment of Upper Limb Impairment
• Towards Fibrotic Tissue Automatic Estimation in Computer Tomography Interstitial Lung Disease
• Towards Obstructive Sleep Apnea Prediction through the Application of Machine Learning Techniques on Biometric Data

• Decoding Imagined Speech of Daily Use Words from EEG Signals Using Binary Classification
• Pneumonia and Pulmonary Thromboembolism Classification Using Electronic Health Records
• Evaluation of Feature Selection Methods for Classification of Epileptic Seizure EEG Signals
• Effect of Auditory Discrimination Therapy on Attentional Processes of Tinnitus Patients
• Mecanismos para la disminución de la brecha de género en carreras STEM en universidades públicas del estado de Jalisco

• Monitoring of Auditory Discrimination Therapy for Tinnitus Treatment Based on Event-Related (De-) Synchronization Maps
• En la Búsqueda de Asociaciones en Datos Clínicos para el Diagnóstico de Enfermedades Respiratorias
• Mentors as Female Role Models in STEM Disciplines and Their Benefits
• Automatic estimation of continuous elbow flexion–extension movement based on electromyographic and electroencephalographic signals
• Numerical Comparisons and Sex-Related Brain Connectivity
• Comparing general and specialized word embeddings for biomedical named entity recognition
• En la Búsqueda de Asociaciones en Datos Clínicos para el Diagnóstico de Enfermedades Respiratorias
• Automatic estimation of continuous elbow flexion–extension movement based on electromyographic and electroencephalographic signals

• Towards increasing of STEM-women professionals by implementing projects that reduce the gender gap: a study case in Universidad de Guadalajara
• A brain connectivity characterization of children with different levels of mathematical achievement based on graph metrics
• DNA-MC: tool for mapping and clustering DNA sequences
• EEG-PML: A Software for Processing and Machine Learning Analysis of EEG Signals

• Modeling hind-limb kinematics using a bio-inspired algorithm with a local search
• EEG-based brain connectivity analysis distinguishes children with low math achievements from their schoolmates
• Genomic signal processing for DNA sequence clustering

• Un método asociativo para la desambiguación de sentidos de palabras basado en Lesk
• On DNA numerical representations for genomic similarity computation
• An associative method for Lesk-based word sense disambiguation
• Un método asociativo para la desambiguación de sentidos de palabras basado en Lesk

• Unsupervised Word Sense Disambiguation Using Alpha-Beta Associative Memories
• Study of particle swarm optimization algorithms using message passing interface and graphical processing units employing a high performance computing cluster

• Mapeo cromático dental a partir de imágenes digitales
• Mapeo cromático dental a partir de imágenes digitales
• A Survey on Statistical-based Parallel Corpus Alignment.

• Extracción automática de un diccionario de colocaciones en español.

• Research in Computing Science
• Estudio sobre métodos tipo Lesk usados para la desambiguación de sentidos de palabras.