José Ruiz-Pinales

Hybrid classical–quantum Convolutional Neural Network for stenosis detection in X-ray coronary angiography

Emmanuel Ovalle-Magallanes, Juan Gabriel Avina‐Cervantes, Ivan Cruz‐Aceves et al. · Expert Systems with Applications · 2021 · 87 citations

Medicine, Cardiology, Radiology +14

Blood vessel segmentation in retinal fundus images using Gabor filters, fractional derivatives, and Expectation Maximization

Hugo Aguirre–Ramos, Juan Gabriel Avina‐Cervantes, Ivan Cruz‐Aceves et al. · Applied Mathematics and Computation · 2018 · 84 citations

Health Professions, Biomedical Engineering, Ophthalmology +16

Digital Image Processing Technique for Breast Cancer Detection

Rafael Guzmán-Cabrera, J. R. Guzmán-Sepúlveda, M. Torres‐Cisneros et al. · International Journal of Thermophysics · 2012 · 64 citations

Arts, Biomedical Engineering, Radiology +14

Transfer Learning for Stenosis Detection in X-ray Coronary Angiography

Emmanuel Ovalle-Magallanes, Juan Gabriel Avina‐Cervantes, Iván Cruz-Aceves et al. · Mathematics · 2020 · 54 citations · Full text

Computing, Cardiology, Computer Science +16

Quantum angle encoding with learnable rotation applied to quantum–classical convolutional neural networks

Emmanuel Ovalle-Magallanes, Dora E. Alvarado-Carrillo, Juan Gabriel Avina‐Cervantes et al. · Applied Soft Computing · 2023 · 51 citations · Full text

Computing, Computer Science, Physics +13