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G. Castellanos-Dominguez
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Evaluation of segmentation methods on head and neck CT: auto‐segmentation challenge 2015
PF Raudaschl, P Zaffino, GC Sharp, MF Spadea, A Chen, BM Dawant, ...
Medical physics 44 (5), 2020-2036, 2017
2582017
Automatic detection of pathological voices using complexity measures, noise parameters, and mel-cepstral coefficients
JD Arias-Londono, JI Godino-Llorente, N Sáenz-Lechón, V Osma-Ruiz, ...
IEEE Transactions on biomedical engineering 58 (2), 370-379, 2010
1872010
Selection of dynamic features based on time–frequency representations for heart murmur detection from phonocardiographic signals
AF Quiceno-Manrique, JI Godino-Llorente, M Blanco-Velasco, ...
Annals of biomedical engineering 38, 118-137, 2010
1162010
Digital auscultation analysis for heart murmur detection
E Delgado-Trejos, AF Quiceno-Manrique, JI Godino-Llorente, ...
Annals of biomedical engineering 37, 337-353, 2009
1152009
Feedback on the Surveillance 8 challenge: Vibration-based diagnosis of a Safran aircraft engine
J Antoni, J Griffaton, H André, LD Avendano-Valencia, F Bonnardot, ...
Mechanical Systems and Signal Processing 97, 112-144, 2017
982017
Solving the EEG inverse problem based on space–time–frequency structured sparsity constraints
S Castaño-Candamil, J Höhne, JD Martínez-Vargas, XW An, ...
NeuroImage 118, 598-612, 2015
912015
Detection of obstructive sleep apnea in ECG recordings using time-frequency distributions and dynamic features
AF Quiceno-Manrique, JB Alonso-Hernandez, CM Travieso-Gonzalez, ...
2009 Annual International Conference of the IEEE Engineering in Medicine and …, 2009
892009
An improved method for voice pathology detection by means of a HMM-based feature space transformation
JD Arias-Londoño, JI Godino-Llorente, N Sáenz-Lechón, V Osma-Ruiz, ...
Pattern recognition 43 (9), 3100-3112, 2010
882010
Feature extraction from parametric time–frequency representations for heart murmur detection
LD Avendano-Valencia, JI Godino-Llorente, M Blanco-Velasco, ...
Annals of Biomedical Engineering 38, 2716-2732, 2010
782010
Dynamic feature extraction: an application to voice pathology detection
G Daza-Santacoloma, JD Arias-Londono, JI Godino-Llorente, ...
Intelligent Automation & Soft Computing 15 (4), 667-682, 2009
672009
Time-series discrimination using feature relevance analysis in motor imagery classification
AM Álvarez-Meza, LF Velasquez-Martinez, G Castellanos-Dominguez
Neurocomputing 151, 122-129, 2015
582015
Global and local choice of the number of nearest neighbors in locally linear embedding
A Álvarez-Meza, J Valencia-Aguirre, G Daza-Santacoloma, ...
Pattern Recognition Letters 32 (16), 2171-2177, 2011
532011
Automatic selection of acoustic and non-linear dynamic features in voice signals for hypernasality detection
JR Orozco-Arroyave, S Murillo-Rendón, AM Álvarez-Meza, ...
Twelfth Annual Conference of the International Speech Communication Association, 2011
512011
Automatic detection of hypernasality in children
SM Rendón, JR Orozco Arroyave, JF Vargas Bonilla, JD Arias Londoño, ...
New Challenges on Bioinspired Applications: 4th International Work …, 2011
502011
Dissimilarity-based classification of seismic signals at Nevado del Ruiz Volcano
M Orozco, ME García, RPW Duin, CG Castellanos
Earth Sciences Research Journal 10 (2), 57-66, 2006
502006
Unsupervised feature relevance analysis applied to improve ECG heartbeat clustering
JL Rodríguez-Sotelo, D Peluffo-Ordonez, D Cuesta-Frau, ...
Computer methods and programs in biomedicine 108 (1), 250-261, 2012
482012
Reconstruction of neural activity from EEG data using dynamic spatiotemporal constraints
E Giraldo-Suarez, JD Martínez-Vargas, G Castellanos-Dominguez
International Journal of Neural Systems 26 (07), 1650026, 2016
452016
Unsupervised kernel function building using maximization of information potential variability
AM Álvarez-Meza, D Cárdenas-Peña, G Castellanos-Dominguez
Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2014
442014
Improvement of an extended Kalman filter power line interference suppressor for ECG signals
LD Avendano-Valencia, LE Avendano, JM Ferrero, ...
2007 Computers in Cardiology, 553-556, 2007
432007
Relevant information undersampling to support imbalanced data classification
J Hoyos-Osorio, A Alvarez-Meza, G Daza-Santacoloma, ...
Neurocomputing 436, 136-146, 2021
392021
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