Pedro E. Gardel-Sotomayor

According to our database, Pedro E. Gardel-Sotomayor authored at least 9 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Deep learning prediction of tooth extraction decisions from limited intraoral and extraoral image data.

Ricardo Daniel Escobar Torres, Julieta Mendez, Pedro E. Gardel-Sotomayor, Ulises Villasanti, Ana Liesel Guggiari, Marta Ferreira, Julio César Mello Román, José Luis Vázquez Noguera, Miguel García-Torres, Jazmin Servin, María Silvia Verón González, Cecilia María Marín Ramírez

Discov. Artif. Intell., December, 2026

2025

Multiclass Diabetic Retinopathy Classification based on Low-Rank Adaptation.

Sebastián Ferreria-Caballero, Diego P. Pinto-Roa, José Luis Vázquez Noguera, Jordan Ayala, Pastor E. Pérez Estigarribia, Pedro E. Gardel-Sotomayor

CLEI Electron. J., 2025

2024

Multi-objective Evolutionary Algorithms based Operation Sequence Design for Image Segmentation.

Pedro E. Gardel-Sotomayor, Diego P. Pinto-Roa, Julio César Mello Román, José Luis Vázquez Noguera, Ramón Quintana, Fredy Roa

CLEI Electron. J., 2024

Low-Rank Adaptation Applied to Multiclass Diabetic Retinopathy Classification.

Sebastián Ferreira-Caballero, Diego P. Pinto-Roa, José Luis Vázquez Noguera, Jordan Ayala, Pedro E. Gardel-Sotomayor, Pastor E. Pérez Estigarribia

Proceedings of the L Latin American Computer Conference, 2024

2023

Operation Sequence Design for Image Segmentation Based on Multi-Objective Evolutionary Algorithms.

Diego P. Pinto-Roa, Julio César Mello Román, José Luis Vázquez Noguera, Ramón Quintana, Fredy Roa, Pedro E. Gardel-Sotomayor

Proceedings of the XLIX Latin American Computer Conference, 2023

Multiclass Diabetic Retinopathy Classification of Eye Fundus Images Small Datasets Performance Improvement - A Neuroevolution Approach.

José Luis Vázquez Noguera, Julio César Mello Román, Diego P. Pinto-Roa, Santiago Gómez, Jordan Ayala, Diego A. Aquino Brítez, Pedro E. Gardel-Sotomayor, Miguel García-Torres, Jacques Facon, Verónica Elisa Castillo Benitez, Ingrid Castro Matto, Pastor E. Pérez Estigarribia

Proceedings of the XLIX Latin American Computer Conference, 2023

2021

Adjacent Inputs With Different Labels and Hardness in Supervised Learning.

Sebastián A. Grillo, Julio César Mello Román, Jorge Daniel Mello-Román, Jose Luis Vazquez Noguera, Miguel García-Torres, Federico Divina, Pedro E. Gardel-Sotomayor

IEEE Access, 2021

Forecasting Electricity Consumption Data from Paraguay Using a Machine Learning Approach.

José A. Gallardo, Miguel García-Torres, Francisco Gómez-Vela, Félix Morales, Federico Divina, David Becerra-Alonso, Gustavo Velázquez, Federico Daumas-Ladouce, José Luis Vázquez Noguera, Carlos Sauer Ayala, Diego P. Pinto-Roa, Pedro E. Gardel-Sotomayor, Julio César Mello Román

Proceedings of the 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2021

Automatic Diagnosis of Diabetic Retinopathy from Fundus Images Using Neuro-Evolutionary Algorithms.

Diego A. Aquino Brítez, Jordan Ayala Gómez, José Luis Vázquez Noguera, Miguel García-Torres, Julio César Mello Román, Pedro E. Gardel-Sotomayor, Verónica Elisa Castillo Benitez, Ingrid Castro Matto, Diego P. Pinto-Roa, Jaques Facon, Sebastián Alberto Grillo

Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021