| Missing data imputation using statistical and machine learning methods in a real breast cancer problem JM Jerez, I Molina, PJ García-Laencina, E Alba, N Ribelles, M Martín, ... Artificial intelligence in medicine 50 (2), 105-115, 2010 | 712 | 2010 |
| A combined neural network and decision trees model for prognosis of breast cancer relapse JM Jerez-Aragonés, JA Gómez-Ruiz, G Ramos-Jiménez, J Muñoz-Pérez, ... Artificial intelligence in medicine 27 (1), 45-63, 2003 | 298 | 2003 |
| Forward noise adjustment scheme for data augmentation FJ Moreno-Barea, F Strazzera, JM Jerez, D Urda, L Franco 2018 IEEE symposium series on computational intelligence (SSCI), 728-734, 2018 | 198 | 2018 |
| Triple negative breast cancer subtypes and pathologic complete response rate to neoadjuvant chemotherapy A Santonja, A Sánchez-Muñoz, A Lluch, MR Chica-Parrado, J Albanell, ... Oncotarget 9 (41), 26406, 2018 | 191 | 2018 |
| Improving classification accuracy using data augmentation on small data sets FJ Moreno-Barea, JM Jerez, L Franco Expert Systems with Applications 161, 113696, 2020 | 190 | 2020 |
| Pattern of recurrence of early breast cancer is different according to intrinsic subtype and proliferation index N Ribelles, L Perez-Villa, JM Jerez, B Pajares, L Vicioso, B Jimenez, ... Breast Cancer Research 15, 1-16, 2013 | 135 | 2013 |
| Efficient implementation of the backpropagation algorithm in FPGAs and microcontrollers F Ortega-Zamorano, JM Jerez, DU Munoz, RM Luque-Baena, L Franco IEEE transactions on neural networks and learning systems 27 (9), 1840-1850, 2015 | 105 | 2015 |
| Neuronal selectivity, population sparseness, and ergodicity in the inferior temporal visual cortex L Franco, ET Rolls, NC Aggelopoulos, JM Jerez Biological cybernetics 96, 547-560, 2007 | 103 | 2007 |
| Transfer learning with convolutional neural networks for cancer survival prediction using gene-expression data G Lopez-Garcia, JM Jerez, L Franco, FJ Veredas PloS one 15 (3), e0230536, 2020 | 94 | 2020 |
| A microRNA signature associated with early recurrence in breast cancer LG Pérez-Rivas, JM Jerez, R Carmona, V De Luque, L Vicioso, ... PloS one 9 (3), e91884, 2014 | 94 | 2014 |
| Layer multiplexing FPGA implementation for deep back-propagation learning F Ortega-Zamorano, JM Jerez, I Gómez, L Franco Integrated Computer-Aided Engineering 24 (2), 171-185, 2017 | 81 | 2017 |
| Improvement of breast cancer relapse prediction in high risk intervals using artificial neural networks JM Jerez, L Franco, E Alba, A Llombart-Cussac, A Lluch, N Ribelles, ... Breast cancer research and treatment 94, 265-272, 2005 | 69 | 2005 |
| A new decomposition algorithm for threshold synthesis and generalization of boolean functions JL Subirats, JM Jerez, L Franco IEEE Transactions on Circuits and Systems I: Regular Papers 55 (10), 3188-3196, 2008 | 65 | 2008 |
| Deep learning to analyze RNA-seq gene expression data D Urda, J Montes-Torres, F Moreno, L Franco, JM Jerez Advances in Computational Intelligence: 14th International Work-Conference …, 2017 | 61 | 2017 |
| Neural network architecture selection: can function complexity help? I Gómez, L Franco, JM Jerez Neural Processing Letters 30, 71-87, 2009 | 53 | 2009 |
| C-Mantec: A novel constructive neural network algorithm incorporating competition between neurons JL Subirats, L Franco, JM Jerez Neural Networks 26, 130-140, 2012 | 47 | 2012 |
| FPGA implementation of the C-Mantec neural network constructive algorithm F Ortega-Zamorano, JM Jerez, L Franco IEEE Transactions on Industrial Informatics 10 (2), 1154-1161, 2013 | 46 | 2013 |
| Missing data imputation in breast cancer prognosis JM Jerez, I Molina, JL Subirats, L Franco Survival 8 (9), 1, 2006 | 46 | 2006 |
| Information in the first spike, the order of spikes, and the number of spikes provided by neurons in the inferior temporal visual cortex ET Rolls, L Franco, NC Aggelopoulos, JM Jerez Vision Research 46 (25), 4193-4205, 2006 | 44 | 2006 |
| Serum protein levels following surgery in breast cancer patients: a protein microarray approach LG Perez-Rivas, JM Jerez, CE Fernandez-De Sousa, V De Luque, ... International journal of oncology 41 (6), 2200-2206, 2012 | 43 | 2012 |
