GBRAS-Net: A Convolutional Neural Network Architecture for Spatial Image Steganalysis
Reinel, Tabares-Soto, Brayan, Arteaga-Arteaga Harold, Alejandro, Bravo-Ortiz Mario, Alejandro, Mora-Rubio, Daniel, Arias-Garzon, Alejandro, Alzate-Grisales Jesus, Buenaventura, Burbano-Jacome Alejandro, Simon, Orozco-Arias, Gustavo, Isaza, Raul, Ramos-Pollan
Published in IEEE access (2021)
Published in IEEE access (2021)
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Journal Article
Coffee Maturity Classification Using Convolutional Neural Networks and Transfer Learning
Tamayo-Monsalve, Manuel Alejandro, Esteban Mercado Ruiz, Juan Pablo Villa Pulgarin, Bravo Ortiz, Mario Alejandro, Harold Brayan Arteaga Arteaga, Alejandro Mora Rubio, Alzate-Grisales, Jesus Alejandro, Daniel Arias Garzon, Victor Romero Cano, Simon Orozco Arias, Osorio, Gustavo, Reinel Tabares Soto
Published in IEEE access (2022)
Published in IEEE access (2022)
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Journal Article
COVID-19 detection in X-ray images using convolutional neural networks
Arias-Garzón, Daniel, Alzate-Grisales, Jesús Alejandro, Orozco-Arias, Simon, Arteaga-Arteaga, Harold Brayan, Bravo-Ortiz, Mario Alejandro, Mora-Rubio, Alejandro, Saborit-Torres, Jose Manuel, Serrano, Joaquim Ángel Montell, de la Iglesia Vayá, Maria, Cardona-Morales, Oscar, Tabares-Soto, Reinel
Published in Machine learning with applications (15.12.2021)
Published in Machine learning with applications (15.12.2021)
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Journal Article
SAM-UNETR: Clinically Significant Prostate Cancer Segmentation using Transfer Learning from Large Model
Alzate-Grisales, Jesus Alejandro, Mora-Rubio, Alejandro, Garcia-Garcia, Francisco, Tabares-Soto, Reinel, Iglesia-Vaya, Maria de la
Published in IEEE access (01.01.2023)
Published in IEEE access (01.01.2023)
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Journal Article
Classification of Alzheimer’s disease stages from magnetic resonance images using deep learning
Mora-Rubio, Alejandro, Bravo-Ortíz, Mario Alejandro, Quiñones Arredondo, Sebastián, Saborit Torres, Jose Manuel, Ruz, Gonzalo A, Tabares-Soto, Reinel
Published in PeerJ. Computer science (24.08.2023)
Published in PeerJ. Computer science (24.08.2023)
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Journal Article
Machine learning applications to predict two-phase flow patterns
Arteaga-Arteaga, Harold Brayan, Mora-Rubio, Alejandro, Florez, Frank, Murcia-Orjuela, Nicolas, Diaz-Ortega, Cristhian Eduardo, Orozco-Arias, Simon, delaPava, Melissa, Bravo-Ortíz, Mario Alejandro, Robinson, Melvin, Guillen-Rondon, Pablo, Tabares-Soto, Reinel
Published in PeerJ. Computer science (29.11.2021)
Published in PeerJ. Computer science (29.11.2021)
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Journal Article
Cov-caldas: A new COVID-19 chest X-Ray dataset from state of Caldas-Colombia
Alzate-Grisales, Jesús Alejandro, Mora-Rubio, Alejandro, Arteaga-Arteaga, Harold Brayan, Bravo-Ortiz, Mario Alejandro, Arias-Garzón, Daniel, López-Murillo, Luis Humberto, Mercado-Ruiz, Esteban, Villa-Pulgarin, Juan Pablo, Cardona-Morales, Oscar, Orozco-Arias, Simon, Buitrago-Carmona, Felipe, Palancares-Sosa, Maria Jose, Martínez-Rodríguez, Fernanda, Contreras-Ortiz, Sonia H, Saborit-Torres, Jose Manuel, Montell Serrano, Joaquim Ángel, Ramirez-Sánchez, María Mónica, Sierra-Gaber, Mario Alfonso, Jaramillo-Robledo, Oscar, de la Iglesia-Vayá, Maria, Tabares-Soto, Reinel
Published in Scientific data (07.12.2022)
Published in Scientific data (07.12.2022)
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Journal Article
Sensitivity of deep learning applied to spatial image steganalysis
Tabares-Soto, Reinel, Arteaga-Arteaga, Harold Brayan, Mora-Rubio, Alejandro, Bravo-Ortíz, Mario Alejandro, Arias-Garzón, Daniel, Alzate-Grisales, Jesús Alejandro, Orozco-Arias, Simon, Isaza, Gustavo, Ramos-Pollán, Raúl
Published in PeerJ. Computer science (31.08.2021)
Published in PeerJ. Computer science (31.08.2021)
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Journal Article
Strategy to improve the accuracy of convolutional neural network architectures applied to digital image steganalysis in the spatial domain
Tabares-Soto, Reinel, Arteaga-Arteaga, Harold Brayan, Mora-Rubio, Alejandro, Bravo-Ortíz, Mario Alejandro, Arias-Garzón, Daniel, Alzate Grisales, Jesús Alejandro, Burbano Jacome, Alejandro, Orozco-Arias, Simon, Isaza, Gustavo, Ramos Pollan, Raul
Published in PeerJ. Computer science (09.04.2021)
Published in PeerJ. Computer science (09.04.2021)
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Journal Article
Using Machine Learning Techniques to Predict a List of Prescription Medications in the Obstetrics and Gynecology Service
Rubio, Alejandro Mora, Alzate Grisales, Jesus Alejandro, Marin Barrera, Andrea Yohanna, Ruiz Delgado, Anderson, Aguirre Ospina, Oscar David, Adrian Zuluaga, Nilton, Restrepo Franco, Alejandra Maria
Published in 2022 IEEE Colombian Conference on Applications of Computational Intelligence (ColCACI) (27.07.2022)
Published in 2022 IEEE Colombian Conference on Applications of Computational Intelligence (ColCACI) (27.07.2022)
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Conference Proceeding
A systematic review of vision transformers and convolutional neural networks for Alzheimer’s disease classification using 3D MRI images
Bravo-Ortiz, Mario Alejandro, Holguin-Garcia, Sergio Alejandro, Quiñones-Arredondo, Sebastián, Mora-Rubio, Alejandro, Guevara-Navarro, Ernesto, Arteaga-Arteaga, Harold Brayan, Ruz, Gonzalo A., Tabares-Soto, Reinel
Published in Neural computing & applications (17.09.2024)
Published in Neural computing & applications (17.09.2024)
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Journal Article
Deep Learning Based Classification and Segmentation for Cardiac Magnetic Resonance Imaging with Respiratory Motion Artifacts
Mora-Rubio, Alejandro, Noga, Michelle, Punithakumar, Kumaradevan
Published in Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers
Published in Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers
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Book Chapter
Optimized Convolutional Neural Network Models for Skin Lesion Classification
Pablo Villa-Pulgarin, Juan, Alberto Ruales-Torres, Anderson, Arias-Garz髇, Daniel, Alejandro Bravo-Ortiz, Mario, Brayan Arteaga-Arteaga, Harold, Mora-Rubio, Alejandro, Alejandro Alzate-Grisales, Jesus, Mercado-Ruiz, Esteban, Hassaballah, M., Orozco-Arias, Simon, Cardona-Morales, Oscar, Tabares-Soto, Reinel
Published in Computers, materials & continua (2022)
Published in Computers, materials & continua (2022)
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Journal Article
Machine learning approaches for COVID-19 detection from chest X-ray imaging: A Systematic Review
Arteaga-Arteaga, Harold Brayan, delaPava, Melissa, Mora-Rubio, Alejandro, Bravo-Ortíz, Mario Alejandro, Alzate-Grisales, Jesus Alejandro, Arias-Garzón, Daniel, López-Murillo, Luis Humberto, Buitrago-Carmona, Felipe, Villa-Pulgarín, Juan Pablo, Mercado-Ruiz, Esteban, Orozco-Arias, Simon, Hassaballah, M, de la Iglesia-Vaya, Maria, Cardona-Morales, Oscar, Tabares-Soto, Reinel
Year of Publication 11.06.2022
Year of Publication 11.06.2022
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Journal Article
Machine learning approaches for COVID-19 detection from chest X-ray imaging: A Systematic Review
Arteaga-Arteaga, Harold Brayan, delaPava, Melissa, Mora-Rubio, Alejandro, Bravo-Ortíz, Mario Alejandro, Alzate-Grisales, Jesus Alejandro, Arias-Garzón, Daniel, López-Murillo, Luis Humberto, Buitrago-Carmona, Felipe, Juan Pablo Villa-Pulgarín, Mercado-Ruiz, Esteban, Orozco-Arias, Simon, Hassaballah, M, de la Iglesia-Vaya, Maria, Cardona-Morales, Oscar, Tabares-Soto, Reinel
Published in arXiv.org (11.06.2022)
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Published in arXiv.org (11.06.2022)
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