| Multivariate analysis of blood oxygen saturation recordings in obstructive sleep apnea diagnosis D Alvarez, R Hornero, JV Marcos, F del Campo IEEE Transactions on Biomedical Engineering 57 (12), 2816-2824, 2010 | 174 | 2010 |
| Automated pollen identification using microscopic imaging and texture analysis JV Marcos, R Nava, G Cristóbal, R Redondo, B Escalante-Ramírez, ... Micron 68, 36-46, 2015 | 121 | 2015 |
| Assessment of four statistical pattern recognition techniques to assist in obstructive sleep apnoea diagnosis from nocturnal oximetry JV Marcos, R Hornero, D Alvarez, F del Campo, C Zamarron Medical engineering & physics 31 (8), 971-978, 2009 | 109 | 2009 |
| Spectral analysis of electroencephalogram and oximetric signals in obstructive sleep apnea diagnosis D Alvarez, R Hornero, JV Marcos, F Del Campo, M Lopez 2009 Annual International Conference of the IEEE Engineering in Medicine and …, 2009 | 94 | 2009 |
| Automated prediction of the apnea-hypopnea index from nocturnal oximetry recordings JV Marcos, R Hornero, D Alvarez, M Aboy, F Del Campo IEEE Transactions on Biomedical Engineering 59 (1), 141-149, 2011 | 85 | 2011 |
| Assessment of feature selection and classification approaches to enhance information from overnight oximetry in the context of apnea diagnosis D Alvarez, R Hornero, JV Marcos, N Wessel, T Penzel, M Glos, ... International journal of neural systems 23 (05), 1350020, 2013 | 83 | 2013 |
| Automated detection of obstructive sleep apnoea syndrome from oxygen saturation recordings using linear discriminant analysis JV Marcos, R Hornero, D Álvarez, FD Campo, M Aboy Medical & biological engineering & computing 48 (9), 895-902, 2010 | 76 | 2010 |
| Feature selection from nocturnal oximetry using genetic algorithms to assist in obstructive sleep apnoea diagnosis D Álvarez, R Hornero, JV Marcos, F Del Campo Medical engineering & physics 34 (8), 1049, 2011 | 74 | 2011 |
| Utility of multilayer perceptron neural network classifiers in the diagnosis of the obstructive sleep apnoea syndrome from nocturnal oximetry JV Marcos, R Hornero, D Álvarez, F Del Campo, C Zamarrón, M López computer methods and programs in biomedicine 92 (1), 79-89, 2008 | 67 | 2008 |
| Linear and nonlinear analysis of airflow recordings to help in sleep apnoea–hypopnoea syndrome diagnosis GC Gutiérrez-Tobal, R Hornero, D Álvarez, JV Marcos, F Del Campo Physiological measurement 33 (7), 1261, 2012 | 59 | 2012 |
| Pattern recognition in airflow recordings to assist in the sleep apnoea–hypopnoea syndrome diagnosis GC Gutiérrez-Tobal, D Álvarez, JV Marcos, F Del Campo, R Hornero Medical & biological engineering & computing 51 (12), 1367-1380, 2013 | 56 | 2013 |
| Radial basis function classifiers to help in the diagnosis of the obstructive sleep apnoea syndrome from nocturnal oximetry JV Marcos, R Hornero, D Alvarez, F Del Campo, M López, C Zamarrón Medical & biological engineering & computing 46 (4), 323-332, 2008 | 51 | 2008 |
| Texture classification using discrete Tchebichef moments JV Marcos, G Cristóbal Journal of the Optical Society of America A 30 (8), 1580-1591, 2013 | 50 | 2013 |
| The classification of oximetry signals using Bayesian neural networks to assist in the detection of obstructive sleep apnoea syndrome JV Marcos, R Hornero, D Alvarez, IT Nabney, F Del Campo, C Zamarrón Physiological measurement 31 (3), 375, 2010 | 42 | 2010 |
| Pollen segmentation and feature evaluation for automatic classification in bright-field microscopy R Redondo, G Bueno, F Chung, R Nava, JV Marcos, G Cristóbal, ... Computers and Electronics in Agriculture 110, 56-69, 2015 | 35 | 2015 |
| Analysis of nocturnal oxygen saturation recordings using kernel entropy to assist in sleep apnea-hypopnea diagnosis JV Marcos, R Hornero, IT Nabney, D Álvarez, F Del Campo 2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011 | 21 | 2011 |
| Obstructive sleep apnea detection using clustering classification of nonlinear features from nocturnal oximetry D Alvarez, R Hornero, JV Marcos, F del Campo, M Lopez 2007 29th Annual International Conference of the IEEE Engineering in …, 2007 | 19 | 2007 |
| Applying neural network classifiers in the diagnosis of the obstructive sleep apnea syndrome from nocturnal pulse oximetric recordings JV Marcos, R Hornero, D Alvarez, F Del Campo, M Lopez 2007 29th Annual International Conference of the IEEE Engineering in …, 2007 | 19 | 2007 |
| Method and apparatus for monitoring sleep apnea severity RH Sánchez, JVM Martín, DÁ González, PMR Aboy, F del Campo Matías US Patent 9,386,951, 2016 | 15 | 2016 |
| Spectral analysis of single-channel airflow and oxygen saturation recordings in obstructive sleep apnea detection D Ålvarez, GC Gutierrez, JV Marcos, F Del Campo, R Hornero 2010 Annual International Conference of the IEEE Engineering in Medicine and …, 2010 | 15 | 2010 |