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Page 1
Automatic Evaluation of Heart Condition According to the Sounds Emitted and Implementing Six Classification Methods.
Soto-Murillo MA, Galván-Tejada JI, Galván-Tejada CE, Celaya-Padilla JM, Luna-García H, Magallanes-Quintanar R, Gutiérrez-García TA, Gamboa-Rosales H. Soto-Murillo MA, et al. Among authors: magallanes quintanar r. Healthcare (Basel). 2021 Mar 12;9(3):317. doi: 10.3390/healthcare9030317. Healthcare (Basel). 2021. PMID: 33809283 Free PMC article.
Comparison of Night, Day and 24 h Motor Activity Data for the Classification of Depressive Episodes.
Rodríguez-Ruiz JG, Galván-Tejada CE, Zanella-Calzada LA, Celaya-Padilla JM, Galván-Tejada JI, Gamboa-Rosales H, Luna-García H, Magallanes-Quintanar R, Soto-Murillo MA. Rodríguez-Ruiz JG, et al. Among authors: magallanes quintanar r. Diagnostics (Basel). 2020 Mar 17;10(3):162. doi: 10.3390/diagnostics10030162. Diagnostics (Basel). 2020. PMID: 32192030 Free PMC article.
Diabetes Detection Models in Mexican Patients by Combining Machine Learning Algorithms and Feature Selection Techniques for Clinical and Paraclinical Attributes: A Comparative Evaluation.
García-Domínguez A, Galván-Tejada CE, Magallanes-Quintanar R, Gamboa-Rosales H, Curiel IG, Peralta-Romero J, Cruz M. García-Domínguez A, et al. Among authors: magallanes quintanar r. J Diabetes Res. 2023 Jun 26;2023:9713905. doi: 10.1155/2023/9713905. eCollection 2023. J Diabetes Res. 2023. PMID: 37404324 Free PMC article.
Deep artificial neural network based on environmental sound data for the generation of a children activity classification model.
García-Domínguez A, Galvan-Tejada CE, Zanella-Calzada LA, Gamboa H, Galván-Tejada JI, Celaya Padilla JM, Luna-García H, Arceo-Olague JG, Magallanes-Quintanar R. García-Domínguez A, et al. Among authors: magallanes quintanar r. PeerJ Comput Sci. 2020 Nov 9;6:e308. doi: 10.7717/peerj-cs.308. eCollection 2020. PeerJ Comput Sci. 2020. PMID: 33816959 Free PMC article.
Feature Extraction in Motor Activity Signal: Towards a Depression Episodes Detection in Unipolar and Bipolar Patients.
Zanella-Calzada LA, Galván-Tejada CE, Chávez-Lamas NM, Gracia-Cortés MDC, Magallanes-Quintanar R, Celaya-Padilla JM, Galván-Tejada JI, Gamboa-Rosales H. Zanella-Calzada LA, et al. Among authors: magallanes quintanar r. Diagnostics (Basel). 2019 Jan 10;9(1):8. doi: 10.3390/diagnostics9010008. Diagnostics (Basel). 2019. PMID: 30634621 Free PMC article.
Deep Artificial Neural Networks for the Diagnostic of Caries Using Socioeconomic and Nutritional Features as Determinants: Data from NHANES 2013⁻2014.
Zanella-Calzada LA, Galván-Tejada CE, Chávez-Lamas NM, Rivas-Gutierrez J, Magallanes-Quintanar R, Celaya-Padilla JM, Galván-Tejada JI, Gamboa-Rosales H. Zanella-Calzada LA, et al. Among authors: magallanes quintanar r. Bioengineering (Basel). 2018 Jun 18;5(2):47. doi: 10.3390/bioengineering5020047. Bioengineering (Basel). 2018. PMID: 29912173 Free PMC article.