J. Víctor Marcos Martín, PhD
J. Víctor Marcos Martín, PhD
Data scientist, Vodafone, Madrid (Spain)
Bestätigte E-Mail-Adresse bei vodafone.com
Titel
Zitiert von
Zitiert von
Jahr
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
1162010
Assessment of four statistical pattern recognition techniques to assist in obstructive sleep apnoea diagnosis from nocturnal oximetry
JV Marcos, R Hornero, D Álvarez, F del Campo, C Zamarrón
Medical engineering & physics 31 (8), 971-978, 2009
792009
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
652009
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
602011
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
582015
Automated detection of obstructive sleep apnoea syndrome from oxygen saturation recordings using linear discriminant analysis
JV Marcos, R Hornero, D Álvarez, F Del Campo, M Aboy
Medical & biological engineering & computing 48 (9), 895-902, 2010
562010
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
522013
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
512008
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
442012
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
432012
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
432008
Texture classification using discrete Tchebichef moments
JV Marcos, G Cristóbal
JOSA A 30 (8), 1580-1591, 2013
352013
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
332013
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
242010
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
172015
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
162011
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
152007
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
142007
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
132010
Advances in texture analysis for emphysema classification
R Nava, JV Marcos, B Escalante-Ramírez, G Cristóbal, LU Perrinet, ...
Iberoamerican Congress on Pattern Recognition, 214-221, 2013
102013
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