| Automatic segmentation of coronary arteries in X-ray angiograms using multiscale analysis and artificial neural networks F Cervantes-Sanchez, I Cruz-Aceves, A Hernandez-Aguirre, ... Applied Sciences 9 (24), 5507, 2019 | 149 | 2019 |
| Hybrid classical–quantum Convolutional Neural Network for stenosis detection in X-ray coronary angiography E Ovalle-Magallanes, JG Avina-Cervantes, I Cruz-Aceves, J Ruiz-Pinales Expert Systems with Applications 189, 116112, 2022 | 110 | 2022 |
| Single image dehazing using a multilayer perceptron S Salazar-Colores, I Cruz-Aceves, JM Ramos-Arreguin Journal of electronic imaging 27 (4), 043022-043022, 2018 | 98 | 2018 |
| Blood vessel segmentation in retinal fundus images using Gabor filters, fractional derivatives, and Expectation Maximization H Aguirre-Ramos, JG Avina-Cervantes, I Cruz-Aceves, J Ruiz-Pinales, ... Applied Mathematics and Computation 339, 568-587, 2018 | 96 | 2018 |
| Localized active contour model with background intensity compensation applied on automatic MR brain tumor segmentation E Ilunga-Mbuyamba, JG Avina–Cervantes, A Garcia–Perez, ... Neurocomputing 220, 84-97, 2017 | 94 | 2017 |
| Automatic segmentation of coronary arteries using Gabor filters and thresholding based on multiobjective optimization I Cruz-Aceves, F Oloumi, RM Rangayyan, JG Aviña-Cervantes, ... Biomedical Signal Processing and Control 25, 76-85, 2016 | 61 | 2016 |
| Transfer learning for stenosis detection in X-ray coronary angiography E Ovalle-Magallanes, JG Avina-Cervantes, I Cruz-Aceves, J Ruiz-Pinales Mathematics 8 (9), 1510, 2020 | 59 | 2020 |
| Low computational-cost footprint deformities diagnosis sensor through angles, dimensions analysis and image processing techniques JR Maestre-Rendon, TA Rivera-Roman, JM Sierra-Hernandez, ... Sensors 17 (11), 2700, 2017 | 56 | 2017 |
| Quantum angle encoding with learnable rotation applied to quantum–classical convolutional neural networks E Ovalle-Magallanes, DE Alvarado-Carrillo, JG Avina-Cervantes, ... Applied Soft Computing 141, 110307, 2023 | 53 | 2023 |
| On the performance of nature inspired algorithms for the automatic segmentation of coronary arteries using Gaussian matched filters I Cruz-Aceves, A Hernandez-Aguirre, SI Valdez Applied Soft Computing 46, 665-676, 2016 | 33 | 2016 |
| Improving convolutional neural network learning based on a hierarchical bezier generative model for stenosis detection in X-ray images E Ovalle-Magallanes, JG Avina-Cervantes, I Cruz-Aceves, J Ruiz-Pinales Computer Methods and Programs in Biomedicine 219, 106767, 2022 | 28 | 2022 |
| Eigen‐Gradients for Traffic Sign Recognition SE Gonzalez-Reyna, JG Avina-Cervantes, SE Ledesma-Orozco, ... Mathematical Problems in Engineering 2013 (1), 364305, 2013 | 26 | 2013 |
| Multiple active contours driven by particle swarm optimization for cardiac medical image segmentation I Cruz-Aceves, JG Aviña-Cervantes, JM López-Hernández, ... Computational and mathematical methods in medicine 2013 (1), 132953, 2013 | 26 | 2013 |
| A Novel Multiscale Gaussian‐Matched Filter Using Neural Networks for the Segmentation of X‐Ray Coronary Angiograms I Cruz-Aceves, F Cervantes-Sanchez, MS Avila-Garcia Journal of healthcare engineering 2018 (1), 5812059, 2018 | 25 | 2018 |
| Automatic tissue segmentation of hyperspectral images in liver and head neck surgeries using machine learning F Cervantes-Sanchez, M Maktabi, H Köhler, R Sucher, N Rayes, ... Artificial Intelligence Surgery 1 (1), 22-37, 2021 | 22 | 2021 |
| Coronary artery segmentation in X-ray angiograms using gabor filters and differential evolution F Cervantes-Sanchez, I Cruz-Aceves, A Hernandez-Aguirre, ... Applied Radiation and Isotopes 138, 18-24, 2018 | 22 | 2018 |
| Image encryption and decryption system through a hybrid approach using the jigsaw transform and langton’s ant applied to retinal fundus images A Romero-Arellano, E Moya-Albor, J Brieva, I Cruz-Aceves, ... Axioms 10 (3), 215, 2021 | 21 | 2021 |
| Fast parabola detection using estimation of distribution algorithms JJ Guerrero-Turrubiates, I Cruz-Aceves, S Ledesma, ... Computational and Mathematical Methods in Medicine 2017 (1), 6494390, 2017 | 19 | 2017 |
| Segmentation of coronary angiograms using Gabor filters and Boltzmann univariate marginal distribution algorithm F Cervantes-Sanchez, I Cruz-Aceves, A Hernandez-Aguirre, ... Computational Intelligence and Neuroscience 2016 (1), 2420962, 2016 | 18 | 2016 |
| Multiple active contours guided by differential evolution for medical image segmentation I Cruz-Aceves, JG Avina-Cervantes, JM Lopez-Hernandez, ... Computational and mathematical methods in medicine 2013 (1), 190304, 2013 | 18 | 2013 |
