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Machine learning applications to predict two-phase flow patterns.
Arteaga-Arteaga HB, Mora-Rubio A, Florez F, Murcia-Orjuela N, Diaz-Ortega CE, Orozco-Arias S, delaPava M, Bravo-Ortíz MA, Robinson M, Guillen-Rondon P, Tabares-Soto R. Arteaga-Arteaga HB, et al. Among authors: bravo ortiz ma. PeerJ Comput Sci. 2021 Nov 29;7:e798. doi: 10.7717/peerj-cs.798. eCollection 2021. PeerJ Comput Sci. 2021. PMID: 34909465 Free PMC article.
Strategy to improve the accuracy of convolutional neural network architectures applied to digital image steganalysis in the spatial domain.
Tabares-Soto R, Arteaga-Arteaga HB, Mora-Rubio A, Bravo-Ortíz MA, Arias-Garzón D, Alzate Grisales JA, Burbano Jacome A, Orozco-Arias S, Isaza G, Ramos Pollan R. Tabares-Soto R, et al. Among authors: bravo ortiz ma. PeerJ Comput Sci. 2021 Apr 9;7:e451. doi: 10.7717/peerj-cs.451. eCollection 2021. PeerJ Comput Sci. 2021. PMID: 33954236 Free PMC article.
Sensitivity of deep learning applied to spatial image steganalysis.
Tabares-Soto R, Arteaga-Arteaga HB, Mora-Rubio A, Bravo-Ortíz MA, Arias-Garzón D, Alzate-Grisales JA, Orozco-Arias S, Isaza G, Ramos-Pollán R. Tabares-Soto R, et al. Among authors: bravo ortiz ma. PeerJ Comput Sci. 2021 Aug 31;7:e616. doi: 10.7717/peerj-cs.616. eCollection 2021. PeerJ Comput Sci. 2021. PMID: 34604512 Free PMC article.
COVID-19 detection in X-ray images using convolutional neural networks.
Arias-Garzón D, Alzate-Grisales JA, Orozco-Arias S, Arteaga-Arteaga HB, Bravo-Ortiz MA, Mora-Rubio A, Saborit-Torres JM, Serrano JÁM, de la Iglesia Vayá M, Cardona-Morales O, Tabares-Soto R. Arias-Garzón D, et al. Among authors: bravo ortiz ma. Mach Learn Appl. 2021 Dec 15;6:100138. doi: 10.1016/j.mlwa.2021.100138. Epub 2021 Aug 20. Mach Learn Appl. 2021. PMID: 34939042 Free PMC article.
Cov-caldas: A new COVID-19 chest X-Ray dataset from state of Caldas-Colombia.
Alzate-Grisales JA, Mora-Rubio A, Arteaga-Arteaga HB, Bravo-Ortiz MA, Arias-Garzón D, López-Murillo LH, Mercado-Ruiz E, Villa-Pulgarin JP, Cardona-Morales O, Orozco-Arias S, Buitrago-Carmona F, Palancares-Sosa MJ, Martínez-Rodríguez F, Contreras-Ortiz SH, Saborit-Torres JM, Montell Serrano JÁ, Ramirez-Sánchez MM, Sierra-Gaber MA, Jaramillo-Robledo O, de la Iglesia-Vayá M, Tabares-Soto R. Alzate-Grisales JA, et al. Among authors: bravo ortiz ma. Sci Data. 2022 Dec 7;9(1):757. doi: 10.1038/s41597-022-01576-z. Sci Data. 2022. PMID: 36476596 Free PMC article.
A comparative study of CNN-capsule-net, CNN-transformer encoder, and Traditional machine learning algorithms to classify epileptic seizure.
Holguin-Garcia SA, Guevara-Navarro E, Daza-Chica AE, Patiño-Claro MA, Arteaga-Arteaga HB, Ruz GA, Tabares-Soto R, Bravo-Ortiz MA. Holguin-Garcia SA, et al. Among authors: bravo ortiz ma. BMC Med Inform Decis Mak. 2024 Mar 1;24(1):60. doi: 10.1186/s12911-024-02460-z. BMC Med Inform Decis Mak. 2024. PMID: 38429718 Free PMC article.