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Jesus Alejandro Alzate-Grisales
Jesus Alejandro Alzate-Grisales
Universidad Autonoma de Manizales
Dirección de correo verificada de autonoma.edu.co
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COVID-19 detection in X-ray images using convolutional neural networks
D Arias-Garzón, JA Alzate-Grisales, S Orozco-Arias, HB Arteaga-Arteaga, ...
Machine Learning with Applications 6, 100138, 2021
812021
GBRAS-Net: a convolutional neural network architecture for spatial image steganalysis
TS Reinel, AAH Brayan, BOM Alejandro, MR Alejandro, AG Daniel, ...
IEEE Access 9, 14340-14350, 2021
692021
Optimized Convolutional Neural Network Models for Skin Lesion Classification.
JP Villa-Pulgarin, AA Ruales-Torres, D Arias-Garzon, MA Bravo-Ortiz, ...
Computers, Materials & Continua 70 (2), 2022
272022
Digital media steganalysis
R Tabares-Soto, R Ramos-Pollán, G Isaza, S Orozco-Arias, MAB Ortíz, ...
Digital Media Steganography, 259-293, 2020
242020
Strategy to improve the accuracy of convolutional neural network architectures applied to digital image steganalysis in the spatial domain
R Tabares-Soto, HB Arteaga-Arteaga, A Mora-Rubio, MA Bravo-Ortíz, ...
PeerJ Computer Science 7, e451, 2021
162021
Coffee maturity classification using convolutional neural networks and transfer learning
MA Tamayo-Monsalve, E Mercado-Ruiz, JP Villa-Pulgarin, ...
IEEE Access 10, 42971-42982, 2022
152022
Sensitivity of deep learning applied to spatial image steganalysis
R Tabares-Soto, HB Arteaga-Arteaga, A Mora-Rubio, MA Bravo-Ortíz, ...
PeerJ Computer Science 7, e616, 2021
102021
Multi-subject identification of hand movements using machine learning
A Mora-Rubio, JA Alzate-Grisales, D Arias-Garzón, JIP Buriticá, ...
Sustainable Smart Cities and Territories, 117-128, 2022
42022
Identification of hand movements from electromyographic signals using Machine Learning
AM Rubio, JAA Grisales, R Tabares-Soto, S Orozco-Arias, CFJ Varón, ...
Preprints, 2020
42020
Machine learning techniques to the prediction of variables of the urban solid waste collection process
MAV Díaz, JAA Grisales, AMR Franco, AR Delgado, CFJ Varón, SO Arias, ...
2022 IEEE Colombian Conference on Applications of Computational Intelligence …, 2022
32022
Deep learning applied to COVID-19 detection in X-ray images
HB Arteaga-Arteaga, A Mora-Rubio, MA Bravo-Ortíz, JA Alzate-Grisales, ...
AI Applications for Disease Diagnosis and Treatment, 202-247, 2022
32022
Cov-caldas: A new COVID-19 chest X-Ray dataset from state of Caldas-Colombia
JA Alzate-Grisales, A Mora-Rubio, HB Arteaga-Arteaga, MA Bravo-Ortiz, ...
Scientific Data 9 (1), 757, 2022
22022
SAM-UNETR: Clinically Significant Prostate Cancer Segmentation Using Transfer Learning From Large Model
JA Alzate-Grisales, A Mora-Rubio, F García-García, R Tabares-Soto, ...
IEEE Access 11, 118217-118228, 2023
12023
Methodology for Modeling Multiple Non-Homogeneous Thermal Zones Using Lumped Parameters Technique and Graph Theory
F Florez, JA Alzate-Grisales, P Fernández de Córdoba, ...
Energies 16 (6), 2693, 2023
12023
Using machine learning techniques to predict a list of prescription medications in the obstetrics and gynecology service
AM Rubio, JAA Grisales, AYM Barrera, AR Delgado, ODA Ospina, ...
2022 IEEE Colombian Conference on Applications of Computational Intelligence …, 2022
12022
Machine learning approaches for covid-19 detection from chest x-ray imaging: a systematic review
HB Arteaga-Arteaga, M delaPava, A Mora-Rubio, MA Bravo-Ortíz, ...
arXiv preprint arXiv:2206.05615, 2022
12022
Machine learning approaches for COVID-19 detection from chest X-ray imaging: A Systematic Review
H Brayan Arteaga-Arteaga, M delaPava, A Mora-Rubio, MA Bravo-Ortíz, ...
arXiv e-prints, arXiv: 2206.05615, 2022
2022
Machine Learning with Applications
D Arias-Garzón, JA Alzate-Grisales, S Orozco-Arias, HB Arteaga-Arteaga, ...
Identificación de movimientos de la mano a partir de señales electromiográficas usando Machine Learning y Deep Learning
JAA Grisales, AM Rubio, RT Soto, JIP Buriticá, SO Arias
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Artículos 1–19