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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
3922015
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
2842017
Waterpixels
V Machairas, M Faessel, D Cárdenas-Peña, T Chabardes, T Walter, ...
IEEE Transactions on Image Processing 24 (11), 3707-3716, 2015
1272015
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
452014
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
322013
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 (1), 9523849, 2016
302016
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
262019
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
192021
A novel OpenBCI framework for EEG-based neurophysiological experiments
YN Cardona-Álvarez, AM Álvarez-Meza, DA Cárdenas-Peña, ...
Sensors 23 (7), 3763, 2023
182023
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
182020
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
172016
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
132017
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
132013
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
122019
Supported diagnosis of attention deficit and hyperactivity disorder from EEG based on interpretable kernels for hidden Markov models
MC Maya-Piedrahita, PM Herrera-Gomez, L Berrío-Mesa, ...
International journal of neural systems 32 (03), 2250008, 2022
102022
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
102018
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
92021
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
82021
Multiple kernel stein spatial patterns for the multiclass discrimination of motor imagery tasks
S Galindo-Noreña, D Cárdenas-Peña, Á Orozco-Gutierrez
Applied Sciences 10 (23), 8628, 2020
82020
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
82020
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Artikelen 1–20