D-GaussianNet: Adaptive Distorted Gaussian Matched Filter with Convolutional Neural Network for Retinal Vessel Segmentation. - Dora E. Alvarado-Carrillo; Emmanuel Ovalle-Magallanes; Oscar S. Dalmau-Cedeño (ISGV, 2021)

Transfer Learning for Humanoid Robot Appearance-Based Localization in a Visual Map. - Emmanuel Ovalle-Magallanes; Noé G. Aldana-Murillo; Juan Gabriel Aviña-Cervantes; José Ruiz-Pinales; Jonathan Cepeda-Negrete; Sergio Ledesma (IEEE Access, 2021)

Improving convolutional neural network learning based on a hierarchical bezier generative model for stenosis detection in X-ray images. - Emmanuel Ovalle-Magallanes; Juan Gabriel Aviña-Cervantes; Iván Cruz-Aceves; José Ruiz-Pinales (Comput. Methods Programs Biomed., 2022)

Hybrid classical-quantum Convolutional Neural Network for stenosis detection in X-ray coronary angiography. - Emmanuel Ovalle-Magallanes; Juan Gabriel Aviña-Cervantes; Iván Cruz-Aceves; José Ruiz-Pinales (Expert Syst. Appl., 2022)

SIGNRL: A Population-Based Reinforcement Learning Method for Continuous Control. - Daniel F. Zambrano-Gutierrez; Alberto C. Molina-Porras; Emmanuel Ovalle-Magallanes; Iván Amaya; José Carlos Ortiz-Bayliss; Juan Gabriel Aviña-Cervantes; Jorge M. Cruz-Duarte (SSCI, 2023)

Quantum angle encoding with learnable rotation applied to quantum-classical convolutional neural networks. - Emmanuel Ovalle-Magallanes; Dora E. Alvarado-Carrillo; Juan Gabriel Aviña-Cervantes; Iván Cruz-Aceves; José Ruiz-Pinales (Appl. Soft Comput., 2023)

LCAM-Net: Local Context Attention Network for Diabetic Retinopathy Severity Classification. - Dora E. Alvarado-Carrillo; Emmanuel Ovalle-Magallanes; Oscar S. Dalmau-Cedeño (MCPR, 2024)

A Lightweight Diffusion Model with Modified Sampler. - Matias Grynberg Portnoy; Emmanuel Ovalle-Magallanes (MCPR, 2025)

Performance evaluation of YOLO models for damage identification in tertiary packaging. - Daniel Arturo Olivares Vera; Emmanuel Ovalle-Magallanes; José Israel Hernández-Vázquez; José O. Hernández-Vázquez; David A. Gutierrez-Hernandez; Angela del Pilar Olivares-Vera (Signal Image Video Process., 2025)