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 | 166 | 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 | 114 | 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 Zamarrón 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 | 89 | 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 |
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, 895-902, 2010 | 75 | 2010 |
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 | 74 | 2013 |
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), 1049-1057, 2012 | 69 | 2012 |
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 | 65 | 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 | 57 | 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, 1367-1380, 2013 | 53 | 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, 323-332, 2008 | 49 | 2008 |
Texture classification using discrete Tchebichef moments JV Marcos, G Cristóbal JOSA A 30 (8), 1580-1591, 2013 | 48 | 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 | 40 | 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 | 30 | 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 | 20 | 2011 |
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 |
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 | 17 | 2007 |
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 |
A classification algorithm based on spectral features from nocturnal oximetry and support vector machines to assist in the diagnosis of obstructive sleep apnea JV Marcos, R Hornero, D Alvarez, F Del Campo, C Zamarron 2009 Annual International Conference of the IEEE Engineering in Medicine and …, 2009 | 14 | 2009 |