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David Cárdenas-Peña

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2018
[j4]
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  - journals/eaai/Cardenas-PenaCA18
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David Cárdenas-Peña, D. F. Collazos-Huertas, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
Supervised kernel approach for automated learning using General Stochastic Networks. Eng. Appl. of AI 68: 10-17 (2018)
[c21]
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  - conf/iwaipr/Collazos-Huertas18
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Diego Collazos-Huertas, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Multimodal Alzheimer Diagnosis Using Instance-Based Data Representation and Multiple Kernel Learning. IWAIPR 2018: 201-209
[c20]
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  - conf/iwaipr/Garcia-MurilloC18
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Daniel G. García-Murillo, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Relevance of Filter Bank Common Spatial Patterns Using Multiple Kernel Learning in Motor Imagery. IWAIPR 2018: 210-218
[c19]
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  - conf/iwaipr/Caicedo-AcostaV18
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Julian Caicedo-Acosta, Luisa F. Velásquez-Martínez, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Multiple Instance Learning Selecting Time-Frequency Features for Brain Computing Interfaces. IWAIPR 2018: 326-333
[c18]
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  - conf/iwaipr/Lopez-MontesCC18
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Camilo López-Montes, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Sub Band CSP Using Spatial Entropy-Based Relevance in MI Tasks. IWAIPR 2018: 334-341
[c17]
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  - conf/iwaipr/Velasquez-Martinez18
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Luisa F. Velásquez-Martínez, F. Y. Zapata-Castaño, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Detecting EEG Dynamic Changes Using Supervised Temporal Patterns. IWAIPR 2018: 351-358
[c16]
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  - conf/iwaipr/Luna-NaranjoCC18
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David Luna-Naranjo, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Entropy-Based Relevance Selection of Independent Components Supporting Motor Imagery Tasks. IWAIPR 2018: 359-367
2017
[c15]
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  - conf/iwinac/Collazos-Huertas17
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D. F. Collazos-Huertas, A. Tobar-Rodriguez, David Cárdenas-Peña, Germán Castellanos-Domínguez:
MRI-Based Feature Extraction Using Supervised General Stochastic Networks in Dementia Diagnosis. IWINAC (1) 2017: 363-373
2016
[j3]
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  - journals/cmmm/Cardenas-PenaCC16
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David Cárdenas-Peña, D. F. Collazos-Huertas, Germán Castellanos-Domínguez:
Centered Kernel Alignment Enhancing Neural Network Pretraining for MRI-Based Dementia Diagnosis. Comp. Math. Methods in Medicine 2016: 9523849:1-9523849:10 (2016)
2015
[j2]
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  - journals/neuroimage/BronSFVBSPSOMPM15
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Esther E. Bron, Marion Smits, Wiesje M. van der Flier, Hugo Vrenken, Frederik Barkhof, Philip Scheltens, Janne M. Papma, Rebecca M. E. Steketee, Carolina Méndez Orellana, Rozanna Meijboom, Madalena Pinto, Joana R. Meireles, Carolina Garrett, António J. Bastos-Leite, Ahmed Abdulkadir, Olaf Ronneberger, Nicola Amoroso, Roberto Bellotti, David Cárdenas-Peña, Andrés Marino Álvarez-Meza, Chester V. Dolph, Khan M. Iftekharuddin, Simon F. Eskildsen, Pierrick Coupé, Vladimir S. Fonov, Katja Franke:
Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge. NeuroImage 111: 562-579 (2015)
[c14]
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  - conf/ciarp/Orbes-ArteagaCA15
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Mauricio Orbes-Arteaga, David Cárdenas-Peña, Mauricio A. Álvarez, Álvaro Á. Orozco, Germán Castellanos-Domínguez:
Magnetic Resonance Image Selection for Multi-Atlas Segmentation Using Mixture Models. CIARP 2015: 391-399
[c13]
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Mauricio Orbes-Arteaga, David Cárdenas-Peña, Mauricio A. Álvarez, Álvaro Á. Orozco, Germán Castellanos-Domínguez:
Spatial-Dependent Similarity Metric Supporting Multi-atlas MRI Segmentation. IbPRIA 2015: 300-308
[c12]
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  - conf/iciap/Cardenas-PenaOC15
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David Cárdenas-Peña, Álvaro Á. Orozco, Germán Castellanos-Domínguez:
Information-Based Cost Function for a Bayesian MRI Segmentation Framework. ICIAP (1) 2015: 548-556
[c11]
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Mauricio Orbes-Arteaga, David Cárdenas-Peña, Mauricio A. Álvarez, Álvaro Á. Orozco, Germán Castellanos-Domínguez:
Kernel Centered Alignment Supervised Metric for Multi-Atlas Segmentation. ICIAP (1) 2015: 658-667
[c10]
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  - conf/iwinac/Cardenas-PenaOC15
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David Cárdenas-Peña, Mauricio Orbes-Arteaga, Germán Castellanos-Domínguez:
Supervised Brain Tissue Segmentation Using a Spatially Enhanced Similarity Metric. IWINAC (1) 2015: 398-407
2014
[c9]
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  - conf/ciarp/Alvarez-MezaCC14a
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Andrés Marino Álvarez-Meza, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Unsupervised Kernel Function Building Using Maximization of Information Potential Variability. CIARP 2014: 335-342
[c8]
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David Cárdenas-Peña, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
Kernel-Based Image Representation for Brain MRI Discrimination. CIARP 2014: 343-350
[c7]
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  - conf/embc/Cardenas-PenaOC14
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David Cárdenas-Peña, Mauricio Orbes-Arteaga, Germán Castellanos-Domínguez:
Kernel-based Atlas Image Selection for brain tissue segmentation. EMBC 2014: 2895-2898
[c6]
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  - conf/embc/Alvarez-MezaCCA14
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Andrés Marino Álvarez-Meza, David Cárdenas-Peña, Andrés Eduardo Castro-Ospina, M. Alvarez, Germán Castellanos-Domínguez:
Tensor-product kernel-based representation encoding joint MRI view similarity. EMBC 2014: 3897-3900
[c5]
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  - conf/embc/Cuartas-Morales14a
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E. Cuartas-Morales, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Influence of anisotropic white matter modeling on EEG source localization. EMBC 2014: 4920-4923
[c4]
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  - conf/icpr/Cardenas-PenaOCAC14
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David Cárdenas-Peña, Mauricio Orbes-Arteaga, Andrés Eduardo Castro-Ospina, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
A Kernel-Based Representation to Support 3D MRI Unsupervised Clustering. ICPR 2014: 3203-3208
2013
[j1]
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  - journals/gandc/Cardenas-PenaOC13
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David Cárdenas-Peña, Mauricio Orozco-Alzate, Germán Castellanos-Domínguez:
Selection of time-variant features for earthquake classification at the Nevado-del-Ruiz volcano. Computers & Geosciences 51: 293-304 (2013)
[c3]
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  - conf/embc/Cardenas-PenaMC13
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David Cárdenas-Peña, Juan David Martínez-Vargas, Germán Castellanos-Domínguez:
Local binary fitting energy solution by graph cuts for MRI segmentation. EMBC 2013: 5131-5134
2012
[c2]
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  - conf/ciarp/Cardenas-PenaMC12
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David Cárdenas-Peña, Juan David Martínez-Vargas, Germán Castellanos-Domínguez:
Extraction of Stationary Spectral Components Using Stochastic Variability. CIARP 2012: 765-772
[c1]
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  - conf/embc/Martinez-Vargas12
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Juan David Martínez-Vargas, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Extraction of stationary components in biosignal discrimination. EMBC 2012: 1-4

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