Oscar J. Perdomo

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 19

Top Topics

Diabetic Retinopathy

Convolutional Network

Top Venues

Publications

Oscar J. Perdomo, Andrés Rivera, John A. Arredondo, Nelson Castañeda
Periodic Oscillations in a \(2{N}\) -Body Problem. SIAM J. Appl. Dyn. Syst. 22 (2) (2023)
Juan A. Castillo-M, Oscar J. Perdomo
Usability, Habitability and Cab Performance in Heavy Surface Mining Trucks. HCI (38) (2023)
Michael Stiven Ramirez Campos, David Alejandro Galeano López, Jorman Arbey Castro Rivera, Diana C. Rodriguez, Oscar J. Perdomo, Alvaro David Orjuela-Cañón
Bioactivity Predictors for the Inhibition of Staphylococcus Aureus Quinolone Resistance Protein. WEA (2022)
Jefferson Sarmiento-Rojas, Pedro Antonio Aya-Parra, Oscar J. Perdomo
Proposal of Design and Innovation in the Creation of the Internet of Medical Things Based on the CDIO Model through the Methodology of Problem-Based Learning. Sensors 22 (22) (2022)
Jose Miguel Arrieta Ramos, Oscar J. Perdomo, Fabio A. González
Deep Semi-Supervised and Self-Supervised Learning for Diabetic Retinopathy Detection. CoRR (2022)
Vicente Leyton-Ortega, Alejandro Perdomo-Ortiz, Oscar J. Perdomo
Robust implementation of generative modeling with parametrized quantum circuits. Quantum Mach. Intell. 3 (1) (2021)
María J. Pinto Bernal, Carlos A. Cifuentes, Oscar J. Perdomo, Mónica Rincon-Roncancio, Marcela C. Múnera
A Data-Driven Approach to Physical Fatigue Management Using Wearable Sensors to Classify Four Diagnostic Fatigue States. Sensors 21 (19) (2021)
Andrés Aguirre, María J. Pinto Bernal, Carlos A. Cifuentes, Oscar J. Perdomo, Camilo A. R. Díaz, Marcela C. Múnera
Machine Learning Approach for Fatigue Estimation in Sit-to-Stand Exercise. Sensors 21 (15) (2021)
Melissa delaPava, Hernán Rios, Francisco J. Rodríguez, Oscar J. Perdomo, Fabio A. González
A deep learning model for classification of diabetic retinopathy in eye fundus images based on retinal lesion detection. CoRR (2021)
Oscar J. Perdomo, Vicente Leyton-Ortega, Alejandro Perdomo-Ortiz
Entanglement types for two-qubit states with real amplitudes. Quantum Inf. Process. 20 (3) (2021)
Santiago Toledo-Cortés, Melissa De La Pava, Oscar J. Perdomo, Fabio A. González
Hybrid Deep Learning Gaussian Process for Diabetic Retinopathy Diagnosis and Uncertainty Quantification. OMIA@MICCAI (2020)
Santiago Toledo-Cortés, Melissa De La Pava, Oscar J. Perdomo, Fabio A. González
Hybrid Deep Learning Gaussian Process for Diabetic Retinopathy Diagnosis and Uncertainty Quantification. CoRR (2020)
Andrés D. Pérez, Oscar J. Perdomo, Hernán Rios, Francisco J. Rodríguez, Fabio A. González
A Conditional Generative Adversarial Network-Based Method for Eye Fundus Image Quality Enhancement. OMIA@MICCAI (2020)
Oscar J. Perdomo, Hernán Rios, Francisco J. Rodríguez, Juan Sebastian Otálora Montenegro, Fabrice Mériaudeau, Henning Müller, Fabio A. González
Classification of diabetes-related retinal diseases using a deep learning approach in optical coherence tomography. Comput. Methods Programs Biomed. 178 (2019)
Oscar J. Perdomo, Vincent Andrearczyk, Fabrice Mériaudeau, Henning Müller, Fabio A. González
Glaucoma Diagnosis from Eye Fundus Images Based on Deep Morphometric Feature Estimation. COMPAY/OMIA@MICCAI (2018)
Oscar J. Perdomo, Sebastian Otálora, Fabio A. González, Fabrice Mériaudeau, Henning Müller
OCT-NET: A convolutional network for automatic classification of normal and diabetic macular edema using sd-oct volumes. ISBI (2018)
Sebastian Otálora, Oscar J. Perdomo, Manfredo Atzori, Mats Andersson, Ludwig Jacobsson, Martin Hedlund, Henning Müller
Determining the scale of image patches using a deep learning approach. ISBI (2018)
Oscar J. Perdomo, John Edison Arevalo Ovalle, Fabio A. González
Combining morphometric features and convolutional networks fusion for glaucoma diagnosis. SIPAIM (2017)
Sebastian Otálora, Oscar J. Perdomo, Fabio A. González, Henning Müller
Training Deep Convolutional Neural Networks with Active Learning for Exudate Classification in Eye Fundus Images. CVII-STENT/LABELS@MICCAI (2017)
Oscar J. Perdomo, Emma J. Robinson, Daniela O. H. Suzuki, Simon R. Heller, Jefferson L. B. Marques
Morphological analysis of T-wave in vectorcardiographic leads system by a bi-Gaussian approach in patients under effect of salbutamol. EMBC (2012)