Emmanuel Ovalle-Magallanes

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Convolutional Neural Network

Transfer Learning

Matched Filters

Vessel Segmentation

Top Venues

Comput. Methods Programs Biomed.

Publications

Dora E. Alvarado-Carrillo, Emmanuel Ovalle-Magallanes, Oscar S. Dalmau-Cedeño
LCAM-Net: Local Context Attention Network for Diabetic Retinopathy Severity Classification. MCPR (2024)
Emmanuel Ovalle-Magallanes, Dora E. Alvarado-Carrillo, Juan Gabriel Aviña-Cervantes, Iván Cruz-Aceves, José Ruiz-Pinales
Quantum angle encoding with learnable rotation applied to quantum-classical convolutional neural networks. Appl. Soft Comput. 141 (2023)
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
SIGNRL: A Population-Based Reinforcement Learning Method for Continuous Control. SSCI (2023)
Emmanuel Ovalle-Magallanes, Juan Gabriel Aviña-Cervantes, Ivan Cruz-Aceves, José Ruiz-Pinales
Improving convolutional neural network learning based on a hierarchical bezier generative model for stenosis detection in X-ray images. Comput. Methods Programs Biomed. 219 (2022)
Emmanuel Ovalle-Magallanes, Juan Gabriel Aviña-Cervantes, Ivan Cruz-Aceves, José Ruiz-Pinales
Hybrid classical-quantum Convolutional Neural Network for stenosis detection in X-ray coronary angiography. Expert Syst. Appl. 189 (2022)
Emmanuel Ovalle-Magallanes, Noé G. Aldana-Murillo, Juan Gabriel Aviña-Cervantes, José Ruiz-Pinales, Jonathan Cepeda-Negrete, Sergio Ledesma
Transfer Learning for Humanoid Robot Appearance-Based Localization in a Visual Map. IEEE Access 9 (2021)
Dora E. Alvarado-Carrillo, Emmanuel Ovalle-Magallanes, Oscar S. Dalmau-Cedeño
D-GaussianNet: Adaptive Distorted Gaussian Matched Filter with Convolutional Neural Network for Retinal Vessel Segmentation. ISGV (2021)