David Cárdenas-Peña
David Cárdenas-Peña
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Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: the CADDementia challenge
EE Bron, M Smits, WM Van Der Flier, H Vrenken, F Barkhof, P Scheltens, ...
NeuroImage 111, 562-579, 2015
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
V Machairas, M Faessel, D Cárdenas-Peña, T Chabardes, T Walter, ...
IEEE Transactions on Image Processing 24 (11), 3707-3716, 2015
Unsupervised kernel function building using maximization of information potential variability
AM Álvarez-Meza, D Cárdenas-Pena, G Castellanos-Dominguez
Iberoamerican Congress on Pattern Recognition, 335-342, 2014
Centered kernel alignment enhancing neural network pretraining for MRI-based dementia diagnosis
D Cárdenas-Peña, D Collazos-Huertas, G Castellanos-Dominguez
Computational and mathematical methods in medicine 2016, 2016
Selection of time-variant features for earthquake classification at the Nevado-del-Ruiz volcano
D Cárdenas-Peña, M Orozco-Alzate, G Castellanos-Dominguez
Computers & geosciences 51, 293-304, 2013
Instance-based representation using multiple kernel learning for predicting conversion to Alzheimer disease
D Collazos-Huertas, D Cárdenas-Peña, G Castellanos-Dominguez
International Journal of Neural Systems 29 (02), 1850042, 2019
Direct multiphase mesh generation from 3D images using anisotropic mesh adaptation and a redistancing equation
JX Zhao, T Coupez, E Decencière, D Jeulin, D Cárdenas-Peña, L Silva
Computer Methods in Applied Mechanics and Engineering 309, 288-306, 2016
Local binary fitting energy solution by graph cuts for MRI segmentation
D Cardenas-Peña, JD Martínez-Vargas, G Castellanos-Dominguez
2013 35th Annual International Conference of the IEEE Engineering in …, 2013
Multiple-instance lasso regularization via embedded instance selection for emotion recognition
J Caicedo-Acosta, D Cárdenas-Peña, D Collazos-Huertas, ...
International Work-Conference on the Interplay Between Natural and …, 2019
Supervised kernel approach for automated learning using General Stochastic Networks
D Cárdenas-Peña, D Collazos-Huertas, A Álvarez-Meza, ...
Engineering Applications of Artificial Intelligence 68, 10-17, 2018
Enhanced data representation by kernel metric learning for dementia diagnosis
D Cárdenas-Peña, D Collazos-Huertas, G Castellanos-Dominguez
Frontiers in neuroscience 11, 413, 2017
A kernel-based representation to support 3d mri unsupervised clustering
D Cardenas-Pena, M Orbes-Arteaga, A Castro-Ospina, A Alvarez-Meza, ...
2014 22nd International Conference on Pattern Recognition, 3203-3208, 2014
Classification of Categorical Data Based on the Chi-Square Dissimilarity and t-SNE
LAS Cardona, HD Vargas-Cardona, P Navarro González, ...
Computation 8 (4), 104, 2020
A discriminative multi-output Gaussian processes scheme for brain electrical activity analysis
C Torres-Valencia, Á Orozco, D Cárdenas-Peña, A Álvarez-Meza, ...
Applied Sciences 10 (19), 6765, 2020
Random Fourier Features-Based Deep Learning Improvement with Class Activation Interpretability for Nerve Structure Segmentation
CA Jimenez-Castaño, AM Álvarez-Meza, OD Aguirre-Ospina, ...
Sensors 21 (22), 7741, 2021
Kernel-Based Phase Transfer Entropy with Enhanced Feature Relevance Analysis for Brain Computer Interfaces
I De La Pava Panche, A Álvarez-Meza, PM Herrera Gómez, ...
Applied Sciences 11 (15), 6689, 2021
Diagnosis of attention deficit and hyperactivity disorder (ADHD) using hidden Markov models
MC Maya-Piedrahita, D Cárdenas-Peña, AA Orozco-Gutierrez
2020 28th European Signal Processing Conference (EUSIPCO), 1205-1209, 2021
Hapan: Support tool for practicing regional anesthesia in peripheral nerves
JA Hernández-Muriel, JC Mejía-Hernández, JD Echeverry-Correa, ...
International Work-Conference on the Interplay Between Natural and …, 2019
Adaptive Bayesian label fusion using kernel-based similarity metrics in hippocampus segmentation
D Cárdenas-Peña, A Tobar-Rodríguez, G Castellanos-Dominguez, ...
Journal of Medical Imaging 6 (1), 014003, 2019
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