Jose María Celaya-Padilla

28PUBLICATIONS
49CO-AUTHORS
Computational physiologyDeep learningRural community developmentEpigenetics (incl. genome methylation and epigenomics)Medical biotechnology diagnostics (incl. biosensors)
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Publications (28)

|Jan 10, 2026
Heart Sound Classification with MFCCs and Wavelet Daubechies Analysis Using Machine Learning Algorithms.

Sebastian Guzman-Alfaro, Karen E Villagrana-Bañuelos, Manuel A Soto-Murillo

|Dec 30, 2025
Explainable Deep Learning for Breast Lesion Classification in Digital and Contrast-Enhanced Mammography.

Samara Acosta-Jiménez, Miguel M Mendoza-Mendoza, Carlos E Galván-Tejada

|Aug 14, 2025
Assessing ResNeXt and RegNet Models for Diabetic Retinopathy Classification: A Comprehensive Comparative Study.

Samara Acosta-Jiménez, Valeria Maeda-Gutiérrez, Carlos E Galván-Tejada

|Jan 08, 2025
Evaluating Feature Selection Methods for Accurate Diagnosis of Diabetic Kidney Disease.

Valeria Maeda-Gutiérrez, Carlos E Galván-Tejada, Jorge I Galván-Tejada

|Aug 10, 2024
Setting Ranges in Potential Biomarkers for Type 2 Diabetes Mellitus Patients Early Detection By Sex-An Approach with Machine Learning Algorithms.

Jorge A Morgan-Benita, José M Celaya-Padilla, Huizilopoztli Luna-García

|Oct 24, 2023
Optimizing Clinical Diabetes Diagnosis through Generative Adversarial Networks: Evaluation and Validation.

Antonio García-Domínguez, Carlos E Galván-Tejada, Rafael Magallanes-Quintanar

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