Rafael Quintanar-Magallanes

Los Juarez, ZAC 98000, Mexico

Last Updated: 09/26/2026

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Found 8 publications

Non-Glycemic Clinical Data for Type 2 Diabetes Detection in Mexican Adults: A Comparative Analysis of Atherogenic Indices, Statistical Transformations, and Machine Learning Algorithms.

Non-Glycemic Clinical Data for Type 2 Diabetes Detection in Mexican Adults: A Comparative Analysis of Atherogenic Indices, Statistical Transformations, and Machine Learning Algorithms.

Journal: Diagnostics (Basel, Switzerland)

Published: December 01, 2025

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

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

Journal: Diseases (Basel, Switzerland)

Published: September 06, 2023

Diabetes Detection Models in Mexican Patients by Combining Machine Learning Algorithms and Feature Selection Techniques for Clinical and Paraclinical Attributes: A Comparative Evaluation.

Diabetes Detection Models in Mexican Patients by Combining Machine Learning Algorithms and Feature Selection Techniques for Clinical and Paraclinical Attributes: A Comparative Evaluation.

Journal: Journal of diabetes research

Published: April 05, 2023

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

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

Journal: Healthcare (Basel, Switzerland)

Published: January 30, 2021

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

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

Journal: PeerJ. Computer science

Published: May 01, 2020

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

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

Journal: Diagnostics (Basel, Switzerland)

Published: December 30, 2019

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

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

Journal: Diagnostics (Basel, Switzerland)

Published: December 04, 2018

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

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

Journal: Bioengineering (Basel, Switzerland)

Published: May 31, 2018

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Last Updated: 09/26/2026