José María Celaya-Padilla

Affiliations

Unidad Académica de Ingeniería Eléctrica, Universidad Autónoma de Zacatecas, Zacatecas, Zacatecas, México.

Publications (23)

Multimodal Early Alzheimer's Detection, a Genetic Algorithm Approach with Support Vector Machines.

Healthcare (Basel, Switzerland)

Avec: Ana G Sánchez-Reyna , José M Celaya-Padilla , Carlos E Galván-Tejada , Huizilopoztli Luna-García , Hamurabi Gamboa-Rosales , Andres Ramirez-Morales , Jorge I Galván-Tejada , On Behalf Of The Alzheimer's Disease Neuroimaging Initiative

Classification of Depressive and Schizophrenic Episodes Using Night-Time Motor Activity Signal.

Healthcare (Basel, Switzerland)

Avec: Julieta G Rodríguez-Ruiz , Carlos E Galván-Tejada , Huizilopoztli Luna-García , Hamurabi Gamboa-Rosales , José M Celaya-Padilla , José G Arceo-Olague , Jorge I Galván Tejada

In-Vehicle Alcohol Detection Using Low-Cost Sensors and Genetic Algorithms to Aid in the Drinking and Driving Detection.

Sensors (Basel, Switzerland)

Avec: Jose M Celaya-Padilla , Jonathan S Romero-González , Carlos E Galvan-Tejada , Jorge I Galvan-Tejada , Huizilopoztli Luna-García , Jose G Arceo-Olague , Nadia K Gamboa-Rosales , Claudia Sifuentes-Gallardo , Antonio Martinez-Torteya , José I De la Rosa , Hamurabi Gamboa-Rosales

Kynurenine and Hemoglobin as Sex-Specific Variables in COVID-19 Patients: A Machine Learning and Genetic Algorithms Approach.

Diagnostics (Basel, Switzerland)

Avec: Jose M Celaya-Padilla , Karen E Villagrana-Bañuelos , Juan José Oropeza-Valdez , Joel Monárrez-Espino , Julio E Castañeda-Delgado , Ana Sofía Herrera-Van Oostdam , Julio César Fernández-Ruiz , Fátima Ochoa-González , Juan Carlos Borrego , Jose Antonio Enciso-Moreno , Jesús Adrián López , Yamilé López-Hernández , Carlos E Galván-Tejada

Breast Cancer Detection Using Automated Segmentation and Genetic Algorithms.

Diagnostics (Basel, Switzerland)

Avec: María de la Luz Escobar , José I De la Rosa , Carlos E Galván-Tejada , Jorge I Galvan-Tejada , Hamurabi Gamboa-Rosales , Daniel de la Rosa Gomez , Huitzilopoztli Luna-García , José M Celaya-Padilla

Comparative study of convolutional neural network architectures for gastrointestinal lesions classification.

PeerJ

Avec: Erik O Cuevas-Rodriguez , Carlos E Galvan-Tejada , Valeria Maeda-Gutiérrez , Gamaliel Moreno-Chávez , Jorge I Galván-Tejada , Hamurabi Gamboa-Rosales , Huizilopoztli Luna-García , Arturo Moreno-Baez ,

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

International journal of environmental research and public health

Avec: 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

Persistence of COVID-19 Symptoms after Recovery in Mexican Population.

International journal of environmental research and public health

Avec: 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

Machine Learning Model Based on Lipidomic Profile Information to Predict Sudden Infant Death Syndrome.

Healthcare (Basel, Switzerland)

Avec: Karen E Villagrana-Bañuelos , Carlos E Galván-Tejada , Jorge I Galván-Tejada , Hamurabi Gamboa-Rosales , José M Celaya-Padilla , Manuel A Soto-Murillo , Roberto Solís-Robles

Driver Identification Using Statistical Features of Motor Activity and Genetic Algorithms.

Sensors (Basel, Switzerland)

Avec: Carlos H Espino-Salinas , Huizilopoztli Luna-García , José M Celaya-Padilla , Jorge A Morgan-Benita , Cesar Vera-Vasquez , Wilson J Sarmiento , Carlos E Galván-Tejada , Jorge I Galván-Tejada , Hamurabi Gamboa-Rosales , Klinge Orlando Villalba-Condori

Optimizing Clinical Diabetes Diagnosis through Generative Adversarial Networks: Evaluation and Validation.

Diseases (Basel, Switzerland)

Avec: Antonio García-Domínguez , Carlos E Galván-Tejada , Rafael Magallanes-Quintanar , Miguel Cruz , Irma Gonzalez-Curiel , J Rubén Delgado-Contreras , Manuel A Soto-Murillo , José M Celaya-Padilla , Jorge I Galván-Tejada

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

Diagnostics (Basel, Switzerland)

Avec: 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

Automatic Evaluation of Heart Condition According to the Sounds Emitted and Implementing Six Classification Methods.

Healthcare (Basel, Switzerland)

Avec: Manuel A Soto-Murillo , Jorge I Galván-Tejada , Carlos E Galván-Tejada , Jose M Celaya-Padilla , Huizilopoztli Luna-García , Rafael Magallanes-Quintanar , Tania A Gutiérrez-García , Hamurabi Gamboa-Rosales

Children's Activity Classification for Domestic Risk Scenarios Using Environmental Sound and a Bayesian Network.

Healthcare (Basel, Switzerland)

Avec: Antonio García-Domínguez , Carlos E Galván-Tejada , Ramón F Brena , Antonio A Aguileta , Jorge I Galván-Tejada , Hamurabi Gamboa-Rosales , José M Celaya-Padilla , Huizilopoztli Luna-García

Detection of Pedestrians in Reverse Camera Using Multimodal Convolutional Neural Networks.

Sensors (Basel, Switzerland)

Avec: Luis C Reveles-Gómez , Huizilopoztli Luna-García , José M Celaya-Padilla , Cristian Barría-Huidobro , Hamurabi Gamboa-Rosales , Roberto Solís-Robles , José G Arceo-Olague , Jorge I Galván-Tejada , Carlos E Galván-Tejada , David Rondon , Klinge O Villalba-Condori

Hard Voting Ensemble Approach for the Detection of Type 2 Diabetes in Mexican Population with Non-Glucose Related Features.

Healthcare (Basel, Switzerland)

Avec: Jorge A Morgan-Benita , Carlos E Galván-Tejada , Miguel Cruz , Jorge I Galván-Tejada , Hamurabi Gamboa-Rosales , Jose G Arceo-Olague , Huizilopoztli Luna-García , José M Celaya-Padilla

Identification of People with Diabetes Treatment through Lipids Profile Using Machine Learning Algorithms.

Healthcare (Basel, Switzerland)

Avec: Vanessa Alcalá-Rmz , Carlos E Galván-Tejada , Alejandra García-Hernández , Adan Valladares-Salgado , Miguel Cruz , Jorge I Galván-Tejada , Jose M Celaya-Padilla , Huizilopoztli Luna-Garcia , Hamurabi Gamboa-Rosales

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

Diagnostics (Basel, Switzerland)

Avec: 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

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

Diagnostics (Basel, Switzerland)

Avec: 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

Child face detection on front passenger seat through deep learning.

Traffic injury prevention

Avec: Carlos Hernández-Aguilar , José A Aguilar-Saguilan , Alejandro I Trejo-Castro , José M Celaya-Padilla , Antonio Martinez-Torteya

Setting Ranges in Potential Biomarkers for Type 2 Diabetes Mellitus Patients Early Detection By Sex-An Approach with Machine Learning Algorithms.

Diagnostics (Basel, Switzerland)

Avec: Jorge A Morgan-Benita , José M Celaya-Padilla , Huizilopoztli Luna-García , Carlos E Galván-Tejada , Miguel Cruz , Jorge I Galván-Tejada , Hamurabi Gamboa-Rosales , Ana G Sánchez-Reyna , David Rondon , Klinge O Villalba-Condori

Two-Dimensional Convolutional Neural Network for Depression Episodes Detection in Real Time Using Motor Activity Time Series of Depresjon Dataset.

Bioengineering (Basel, Switzerland)

Avec: Carlos H Espino-Salinas , Carlos E Galván-Tejada , Huizilopoztli Luna-García , Hamurabi Gamboa-Rosales , José M Celaya-Padilla , Laura A Zanella-Calzada , Jorge I Galván Tejada

COVID-19 Outcome Prediction by Integrating Clinical and Metabolic Data using Machine Learning Algorithms.

Revista de investigacion clinica; organo del Hospital de Enfermedades de la Nutricion

Avec: Karen E Villagrana-Bañuelos , Valeria Maeda-Gutiérrez , Vanessa Alcalá-Rmz , Juan J Oropeza-Valdez , Ana S Herrera-Van Oostdam , Julio E Castañeda-Delgado , Jesús Adrián López , Juan C Borrego Moreno , Carlos E Galván-Tejada , Jorge I Galván-Tejeda , Hamurabi Gamboa-Rosales , Huizilopoztli Luna-García , José M Celaya-Padilla , Yamilé López-Hernández

Réseau de co-auteurs

Carlos E Galván-Tejada 20 collaborations

Hamurabi Gamboa-Rosales 20 collaborations

José M Celaya-Padilla 16 collaborations

Huizilopoztli Luna-García 15 collaborations

Jorge I Galván-Tejada 15 collaborations

Karen E Villagrana-Bañuelos 6 collaborations

Laura A Zanella-Calzada 6 collaborations

Jose M Celaya-Padilla 5 collaborations

Manuel A Soto-Murillo 4 collaborations

Rafael Magallanes-Quintanar 4 collaborations

Miguel Cruz 4 collaborations

Jorge A Morgan-Benita 3 collaborations

Ana G Sánchez-Reyna 2 collaborations

Julieta G Rodríguez-Ruiz 2 collaborations

José G Arceo-Olague 2 collaborations

Jorge I Galván Tejada 2 collaborations

Carlos E Galvan-Tejada 2 collaborations

Jorge I Galvan-Tejada 2 collaborations

Jose G Arceo-Olague 2 collaborations

Antonio Martinez-Torteya 2 collaborations

José I De la Rosa 2 collaborations

Julio E Castañeda-Delgado 2 collaborations

Jesús Adrián López 2 collaborations

Yamilé López-Hernández 2 collaborations

Valeria Maeda-Gutiérrez 2 collaborations

Arturo Moreno-Báez 2 collaborations

Roberto Solís-Robles 2 collaborations

Carlos H Espino-Salinas 2 collaborations

Antonio García-Domínguez 2 collaborations

David Rondon 2 collaborations

Klinge O Villalba-Condori 2 collaborations

Vanessa Alcalá-Rmz 2 collaborations

Andres Ramirez-Morales 1 collaboration

None On Behalf Of The Alzheimer's Disease Neuroimaging Initiative 1 collaboration

Jonathan S Romero-González 1 collaboration

Nadia K Gamboa-Rosales 1 collaboration

Claudia Sifuentes-Gallardo 1 collaboration

Juan José Oropeza-Valdez 1 collaboration

Joel Monárrez-Espino 1 collaboration

Ana Sofía Herrera-Van Oostdam 1 collaboration

Julio César Fernández-Ruiz 1 collaboration

Fátima Ochoa-González 1 collaboration

Juan Carlos Borrego 1 collaboration

Jose Antonio Enciso-Moreno 1 collaboration

María de la Luz Escobar 1 collaboration

Daniel de la Rosa Gomez 1 collaboration

Huitzilopoztli Luna-García 1 collaboration

Erik O Cuevas-Rodriguez 1 collaboration

Gamaliel Moreno-Chávez 1 collaboration

Arturo Moreno-Baez 1 collaboration

Jose María Celaya-Padilla 1 collaboration

Jorge Issac Galván-Tejada 1 collaboration

Cintya Fabiola Herrera-García 1 collaboration

Susana Godina-González 1 collaboration

Juan Daniel De Luna Amaro 1 collaboration

Karla Herrera-García 1 collaboration

Carolina Rodríguez-Quiñones 1 collaboration

Julio Ramírez-Barranco 1 collaboration

Jocelyn L Ruiz de Avila 1 collaboration

Fuensanta Reyes-Escobedo 1 collaboration

Mónica Martínez-Acuña 1 collaboration

Alberto Cervantes-Villagrana 1 collaboration

Bruno Rivas-Santiago 1 collaboration

Irma E Gonzalez-Curiel 1 collaboration

Cesar Vera-Vasquez 1 collaboration

Wilson J Sarmiento 1 collaboration

Klinge Orlando Villalba-Condori 1 collaboration

Irma Gonzalez-Curiel 1 collaboration

J Rubén Delgado-Contreras 1 collaboration

Tania A Gutiérrez-García 1 collaboration

Ramón F Brena 1 collaboration

Antonio A Aguileta 1 collaboration

Luis C Reveles-Gómez 1 collaboration

Cristian Barría-Huidobro 1 collaboration

Alejandra García-Hernández 1 collaboration

Adan Valladares-Salgado 1 collaboration

Huizilopoztli Luna-Garcia 1 collaboration

Nubia M Chávez-Lamas 1 collaboration

M Del Carmen Gracia-Cortés 1 collaboration

Carlos Hernández-Aguilar 1 collaboration

José A Aguilar-Saguilan 1 collaboration

Alejandro I Trejo-Castro 1 collaboration

Juan J Oropeza-Valdez 1 collaboration

Ana S Herrera-Van Oostdam 1 collaboration

Juan C Borrego Moreno 1 collaboration

Jorge I Galván-Tejeda 1 collaboration