Morphological analysis of T-wave in vectorcardiographic leads system by a bi-Gaussian approach in patients under effect of salbutamol. - Oscar J. Perdomo; Emma J. Robinson; Daniela Ota Hisayasu Suzuki; Simon R. Heller; Jefferson L. B. Marques (EMBC, 2012)

Training Deep Convolutional Neural Networks with Active Learning for Exudate Classification in Eye Fundus Images. - Sebastian Otálora; Oscar J. Perdomo; Fabio A. González 001; Henning Müller (CVII-STENT/LABELS@MICCAI, 2017)

Combining morphometric features and convolutional networks fusion for glaucoma diagnosis. - Oscar J. Perdomo; John Edison Arevalo Ovalle; Fabio A. González 001 (SIPAIM, 2017)

Determining the scale of image patches using a deep learning approach. - Sebastian Otálora; Oscar J. Perdomo; Manfredo Atzori; Mats Andersson; Ludwig Jacobsson; Martin Hedlund; Henning Müller (ISBI, 2018)

OCT-NET: A convolutional network for automatic classification of normal and diabetic macular edema using sd-oct volumes. - Oscar J. Perdomo; Sebastian Otálora; Fabio A. González 001; Fabrice Mériaudeau; Henning Müller (ISBI, 2018)

Glaucoma Diagnosis from Eye Fundus Images Based on Deep Morphometric Feature Estimation. - Oscar J. Perdomo; Vincent Andrearczyk; Fabrice Mériaudeau; Henning Müller; Fabio A. González 001 (COMPAY/OMIA@MICCAI, 2018)

Classification of diabetes-related retinal diseases using a deep learning approach in optical coherence tomography. - Oscar J. Perdomo; Hernán Rios; Francisco J. Rodríguez 004; Juan Sebastian Otálora Montenegro; Fabrice Mériaudeau; Henning Müller; Fabio A. González 001 (Comput. Methods Programs Biomed., 2019)

A Conditional Generative Adversarial Network-Based Method for Eye Fundus Image Quality Enhancement. - Andrés D. Pérez; Oscar J. Perdomo; Hernán Rios; Francisco J. Rodríguez 004; Fabio A. González 001 (OMIA@MICCAI, 2020)

Hybrid Deep Learning Gaussian Process for Diabetic Retinopathy Diagnosis and Uncertainty Quantification. - Santiago Toledo-Cortés; Melissa De La Pava; Oscar J. Perdomo; Fabio A. González 001 (OMIA@MICCAI, 2020)

A deep learning model for classification of diabetic retinopathy in eye fundus images based on retinal lesion detection. - Melissa delaPava; Hernán Rios; Francisco J. Rodríguez 004; Oscar J. Perdomo; Fabio A. González 001 (CoRR, 2021)

Entanglement types for two-qubit states with real amplitudes. - Oscar J. Perdomo; Vicente Leyton-Ortega; Alejandro Perdomo-Ortiz (Quantum Inf. Process., 2021)

Robust implementation of generative modeling with parametrized quantum circuits. - Vicente Leyton-Ortega; Alejandro Perdomo-Ortiz; Oscar J. Perdomo (Quantum Mach. Intell., 2021)

Machine Learning Approach for Fatigue Estimation in Sit-to-Stand Exercise. - Andrés Aguirre; María J. Pinto Bernal; Carlos A. Cifuentes; Oscar J. Perdomo; Camilo A. R. Díaz; Marcela C. Múnera (Sensors, 2021)

A Data-Driven Approach to Physical Fatigue Management Using Wearable Sensors to Classify Four Diagnostic Fatigue States. - María J. Pinto Bernal; Carlos A. Cifuentes; Oscar J. Perdomo; Mónica Rincon-Roncancio; Marcela C. Múnera (Sensors, 2021)

Bioactivity Predictors for the Inhibition of Staphylococcus Aureus Quinolone Resistance Protein. - Michael Stiven Ramirez Campos; David Alejandro Galeano López; Jorman Arbey Castro Rivera; Diana C. Rodriguez; Oscar J. Perdomo; Alvaro David Orjuela-Cañón (WEA, 2022)

Deep Semi-Supervised and Self-Supervised Learning for Diabetic Retinopathy Detection. - Jose Miguel Arrieta Ramos; Oscar J. Perdomo; Fabio A. González 001 (CoRR, 2022)

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. - Jefferson Sarmiento-Rojas; Pedro Antonio Aya-Parra; Oscar J. Perdomo (Sensors, 2022)

Usability, Habitability and Cab Performance in Heavy Surface Mining Trucks. - Juan A. Castillo-M; Oscar J. Perdomo (HCI (38), 2023)

Periodic Oscillations in a (2{N} ) -Body Problem. - Oscar J. Perdomo; Andrés Rivera; John A. Arredondo; Nelson Castañeda (SIAM J. Appl. Dyn. Syst., 2023)

ViT-Based Automated Detection of Cervical Intraepithelial Neoplasia in Colposcopy Images. - Camilo A. Tenjo; Paula C. Moreno; Oscar J. Perdomo (SIPAIM, 2024)