Lightweight U-Net for Blood Vessels Segmentation in X-Ray Coronary Angiography.

Emmanuel Ovalle-Magallanes

Jesus Salvador Ramos-Cortez Dora E. Alvarado-Carrillo Emmanuel Ovalle-Magallanes Juan Gabriel Aviña-Cervantes Lightweight U-Net for Blood Vessels Segmentation in X-Ray Coronary Angiography. 106 2025 11 J. Imaging 4 https://doi.org/10.3390/jimaging11040106 db/journals/jimaging/jimaging11.html#RamosCortezAOA25 streams/journals/jimaging

Daniel Arturo Olivares Vera Emmanuel Ovalle-Magallanes José Israel Hernández-Vázquez José O. Hernández-Vázquez David A. Gutierrez-Hernandez Angela del Pilar Olivares-Vera Performance evaluation of YOLO models for damage identification in tertiary packaging. 498 2025 June 19 Signal Image Video Process. 6 https://doi.org/10.1007/s11760-025-04088-6 db/journals/sivp/sivp19.html#VeraOHHGO25 streams/journals/sivp

Matias Grynberg Portnoy Emmanuel Ovalle-Magallanes A Lightweight Diffusion Model with Modified Sampler. 379-389 2025 MCPR https://doi.org/10.1007/978-3-031-96255-4_35 conf/mcpr2/2025 db/conf/mcpr2/mcpr2025.html#PortnoyO25 streams/conf/mcpr2 Alejandra Díaz Barajas José Manuel Salcedo Méndez Dora E. Alvarado-Carrillo Emmanuel Ovalle-Magallanes On the Interpretation of Clip Limit in Contrast-Limited Adaptive Histogram Equalization. MICAI (Workshops, 2) 2025 262-271 conf/micai/2025w2 https://doi.org/10.1007/978-3-032-17933-3_26 db/conf/micai/micai2025w2.html#BarajasMAO25 streams/conf/micai Dora E. Alvarado-Carrillo Emmanuel Ovalle-Magallanes Oscar S. Dalmau-Cedeño LCAM-Net: Local Context Attention Network for Diabetic Retinopathy Severity Classification. 355-367 2024 MCPR https://doi.org/10.1007/978-3-031-62836-8_33 conf/mcpr2/2024 db/conf/mcpr2/mcpr2024.html#AlvaradoCarrilloOD24

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. 110307 2023 July 141 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2023.110307 db/journals/asc/asc141.html#OvalleMagallanesAACR23

Daniel F. Zambrano-Gutierrez Alberto C. Molina-Porras Emmanuel Ovalle-Magallanes Ivan Amaya 0001 José Carlos Ortiz-Bayliss Juan Gabriel Aviña-Cervantes Jorge M. Cruz-Duarte SIGNRL: A Population-Based Reinforcement Learning Method for Continuous Control. 1443-1448 2023 SSCI https://doi.org/10.1109/SSCI52147.2023.10371875 conf/ssci/2023 db/conf/ssci/ssci2023.html#ZambranoGutierrezMOAOAC23

Emmanuel Ovalle-Magallanes Juan Gabriel Aviña-Cervantes Iván Cruz-Aceves José Ruiz-Pinales Improving convolutional neural network learning based on a hierarchical bezier generative model for stenosis detection in X-ray images. 106767 2022 219 Comput. Methods Programs Biomed. https://doi.org/10.1016/j.cmpb.2022.106767 https://www.wikidata.org/entity/Q114952512 db/journals/cmpb/cmpb219.html#Ovalle-Magallanes22

Emmanuel Ovalle-Magallanes Juan Gabriel Aviña-Cervantes Iván Cruz-Aceves José Ruiz-Pinales Hybrid classical-quantum Convolutional Neural Network for stenosis detection in X-ray coronary angiography. 116112 2022 189 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2021.116112 db/journals/eswa/eswa189.html#Ovalle-Magallanes22

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. 6868-6877 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2020.3048936 db/journals/access/access9.html#Ovalle-Magallanes21

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. 378-392 2021 ISGV https://doi.org/10.1007/978-3-030-72073-5_29 conf/isgv/2021 db/conf/isgv/isgv2021.html#Alvarado-Carrillo21 Noé AldanaNoé G. Aldana-Murillo Dora E. Alvarado-Carrillo Ivan Amaya 0001 Juan Gabriel Aviña-Cervantes Alejandra Díaz Barajas Jonathan Cepeda-Negrete Iván Cruz-Aceves Jorge M. Cruz-Duarte Oscar S. Dalmau-Cedeño David A. Gutierrez-Hernandez José Israel Hernández-Vázquez José O. Hernández-Vázquez Sergio E. Ledesma-OrozcoSergio Ledesma José Manuel Salcedo Méndez Alberto C. Molina-Porras Angela del Pilar Olivares-Vera José Carlos Ortiz-Bayliss Matias Grynberg Portnoy Jesus Salvador Ramos-Cortez José Ruiz-Pinales Daniel Arturo Olivares Vera Daniel F. Zambrano-Gutierrez