Identification of Diabetic Patients through Clinical and Para-Clinical Features in Mexico: An Approach Using Deep Neural Networks

by Vanessa Alcalá-Rmz, Laura A. Zanella-Calzada, Carlos E. Galván-Tejada, Alejandra García-Hernández, Miguel Cruz, Adan Valladares-Salgado, Jorge I. Galván-Tejada, Hamurabi Gamboa-Rosales
Published 2019-01-01

Multivariate Feature Selection of Image Descriptors Data for Breast Cancer with Computer-Assisted Diagnosis

by Carlos E. Galván-Tejada, Laura A. Zanella-Calzada, Jorge I. Galván-Tejada, José M. Celaya-Padilla, Hamurabi Gamboa-Rosales, Idalia Garza-Veloz, Margarita L. Martinez-Fierro
Published 2017-02-01

Feature Selection Using Genetic Algorithms for the Generation of a Recognition and Classification of Children Activities Model Using Environmental Sound

by Antonio García-Dominguez, Carlos E. Galván-Tejada, Laura A. Zanella-Calzada, Hamurabi Gamboa-Rosales, Jorge I. Galván-Tejada, José M. Celaya-Padilla, Huizilopoztli Luna-García, Rafael Magallanes-Quintanar
Published 2020-01-01

Demographic and Comorbidities Data Description of Population in Mexico with SARS-CoV-2 Infected Patients(COVID19): An Online Tool Analysis

by Carlos E. Galván-Tejada, Laura A. Zanella-Calzada, Karen E. Villagrana-Bañuelos, Arturo Moreno-Báez, Huizilopoztli Luna-García, Jose María Celaya-Padilla, Jorge Issac Galván-Tejada, Hamurabi Gamboa-Rosales
Published 2020-07-01

Univariate Analysis of Short-Chain Fatty Acids Related to Sudden Infant Death Syndrome

by Carlos E. Galván-Tejada, Karen E. Villagrana-Bañuelos, Laura A. Zanella-Calzada, Arturo Moreno-Báez, Huizilopoztli Luna-García, Jose M. Celaya-Padilla, Jorge I. Galván-Tejada, Hamurabi Gamboa-Rosales
Published 2020-11-01

Deep Artificial Neural Networks for the Diagnostic of Caries Using Socioeconomic and Nutritional Features as Determinants: Data from NHANES 2013–2014

by Laura A. Zanella-Calzada, Carlos E. Galván-Tejada, Nubia M. Chávez-Lamas, Jesús Rivas-Gutierrez, Rafael Magallanes-Quintanar, Jose M. Celaya-Padilla, Jorge I. Galván-Tejada, Hamurabi Gamboa-Rosales
Published 2018-06-01

A Generalized Model for Indoor Location Estimation Using Environmental Sound from Human Activity Recognition

by Carlos E. Galván-Tejada, F. E. López-Monteagudo, O. Alonso-González, Jorge I. Galván-Tejada, José M. Celaya-Padilla, Hamurabi Gamboa-Rosales, Rafael Magallanes-Quintanar, Laura A. Zanella-Calzada
Published 2018-02-01

Deep artificial neural network based on environmental sound data for the generation of a children activity classification model

by Antonio García-Domínguez, Carlos E. Galvan-Tejada, Laura A. Zanella-Calzada, Hamurabi Gamboa, Jorge I. Galván-Tejada, José María Celaya Padilla, Huizilopoztli Luna-García, Jose G. Arceo-Olague, Rafael Magallanes-Quintanar
Published 2020-11-01

Estimation of Indoor Location Through Magnetic Field Data: An Approach Based On Convolutional Neural Networks

by Carlos E. Galván-Tejada, Laura A. Zanella-Calzada, Antonio García-Domínguez, Rafael Magallanes-Quintanar, Huizilopoztli Luna-García, Jose M. Celaya-Padilla, Jorge I. Galván-Tejada, Alberto Vélez-Rodríguez, Hamurabi Gamboa-Rosales
Published 2020-04-01

Feature Extraction in Motor Activity Signal: Towards a Depression Episodes Detection in Unipolar and Bipolar Patients

by Laura A. Zanella-Calzada, Carlos E. Galván-Tejada, Nubia M. Chávez-Lamas, M. del Carmen Gracia-Cortés, Rafael Magallanes-Quintanar, José M. Celaya-Padilla, Jorge I. Galván-Tejada, Hamurabi Gamboa-Rosales
Published 2019-01-01

Depression Episodes Detection in Unipolar and Bipolar Patients: A Methodology with Feature Extraction and Feature Selection with Genetic Algorithms Using Activity Motion Signal as...

by Carlos E. Galván-Tejada, Laura A. Zanella-Calzada, Hamurabi Gamboa-Rosales, Jorge I. Galván-Tejada, Nubia M. Chávez-Lamas, Ma. del Carmen Gracia-Cortés, Rafael Magallanes-Quintanar, José M. Celaya-Padilla
Published 2019-01-01

Comparison of Night, Day and 24 h Motor Activity Data for the Classification of Depressive Episodes

by Julieta G. Rodríguez-Ruiz, Carlos E. Galván-Tejada, Laura A. Zanella-Calzada, José M. Celaya-Padilla, Jorge I. Galván-Tejada, Hamurabi Gamboa-Rosales, Huizilopoztli Luna-García, Rafael Magallanes-Quintanar, Manuel A. Soto-Murillo
Published 2020-03-01

A Case–Control Study of Socio-Economic and Nutritional Characteristics as Determinants of Dental Caries in Different Age Groups, Considered as Public Health Problem: Data from NHAN...

by Laura A. Zanella-Calzada, Carlos E. Galván-Tejada, Nubia M. Chávez-Lamas, Ma. del Carmen Gracia-Cortés, Arturo Moreno-Báez, Jose G. Arceo-Olague, Jose M. Celaya-Padilla, Jorge I. Galván-Tejada, Hamurabi Gamboa-Rosales
Published 2018-05-01

Comparison of Convolutional Neural Network Architectures for Classification of Tomato Plant Diseases

by Valeria Maeda-Gutiérrez, Carlos E. Galván-Tejada, Laura A. Zanella-Calzada, José M. Celaya-Padilla, Jorge I. Galván-Tejada, Hamurabi Gamboa-Rosales, Huizilopoztli Luna-García, Rafael Magallanes-Quintanar, Carlos A. Guerrero Méndez, Carlos A. Olvera-Olvera
Published 2020-02-01

Persistence of COVID-19 Symptoms after Recovery in Mexican Population

by Carlos E. Galván-Tejada, Cintya Fabiola Herrera-García, Susana Godina-González, Karen E. Villagrana-Bañuelos, Juan Daniel De Luna Amaro, Karla Herrera-García, Carolina Rodríguez-Quiñones, Laura A. Zanella-Calzada, Julio Ramírez-Barranco, Jocelyn L. Ruiz de Avila, Fuensanta Reyes-Escobedo, José M. Celaya-Padilla, Jorge I. Galván-Tejada, Hamurabi Gamboa-Rosales, Mónica Martínez-Acuña, Alberto Cervantes-Villagrana, Bruno Rivas-Santiago, Irma E. Gonzalez-Curiel
Published 2020-12-01