David Cárdenas-Peña

43 papers B 1C 8Misc 1Journal 9Unranked 24

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Dynamic Graph Analysis: A Hybrid Structural-Spatial Approach for Brain Shape Correspondence. Mach. Learn. Knowl. Extr. Jonnatan Arias-Garcia, Hernán F. García, Andrés Escobar-Mejía, David Cárdenas-Peña, Álvaro-Ángel Orozco-Gutiérrez
2024	—	`conf`	3D probe localization from 2D ultrasound images using an RFF-enhanced deep neural network. EMBC W. Cárdenas-Bedoya, S. Gil-González, David Cárdenas-Peña, Julián Gil González, Álvaro-Ángel Orozco-Gutiérrez, Oscar David Aguirre-Ospina
2024	—	`conf`	Efficient Lung Segmentation from Chest Radiographs using Transfer Learning and Lightweight Deep Architecture. EMBC J. C. Rendón-Atehortúa, David Cárdenas-Peña, Genaro Daza-Santacoloma, Álvaro-Ángel Orozco-Gutiérrez, O. Jaramillo-Robledo
2024	J	`jnl`	Kreĭn twin support vector machines for imbalanced data classification. Pattern Recognit. Lett. Cristian Jimenez Castaño, A. Álvarez-Meza, David Cárdenas-Peña, Álvaro-Ángel Orozco-Gutiérrez, J. Guerrero-Erazo
2022	—	`conf`	Brain Shape Correspondence Analysis Using Functional Maps. ISVC (2) Jonnatan Arias-Garcia, Hernán F. García, Álvaro Á. Orozco, Gloria L. Porras-Hurtado, David Cárdenas-Peña, Jorge Iván Ríos Patiño
2021	—	`conf`	Interpretable Diagnosis of ADHD Based on Wavelet Features and Logistic Regression. IWAIPR Julián D. Pastrana-Cortes, Maria Camila Maya-Piedrahita, Paula Marcela Herrera-Gómez, David Cárdenas-Peña, Álvaro-Ángel Orozco-Gutierrez
2021	J	`jnl`	Tdnn-Based Engine In-Cylinder Pressure Estimation from Shaft Velocity Spectral Representation. Sensors Andrés F. Valencia-Duque, David Cárdenas-Peña, Andrés Marino Álvarez-Meza, Álvaro-Ángel Orozco-Gutierrez, Héctor Fabio Quintero Riaza
2020	—	`conf`	CSP-based discriminative capacity index from EEG supporting ADHD diagnosis. EUSIPCO S. Galindo-Noreña, David Cárdenas-Peña, Álvaro-Ángel Orozco-Gutierrez
2020	—	`conf`	Diagnosis of attention deficit and hyperactivity disorder (ADHD) using Hidden Markov Models. EUSIPCO Maria Camila Maya-Piedrahita, David Cárdenas-Peña, Álvaro-Ángel Orozco-Gutierrez
2019	—	`conf`	HAPAN: Support Tool for Practicing Regional Anesthesia in Peripheral Nerves. IWINAC (1) J. A. Hernández-Muriel, J. C. Mejía-Hernández, Julián D. Echeverry-Correa, Álvaro Á. Orozco, David Cárdenas-Peña
2019	J	`jnl`	Instance-Based Representation Using Multiple Kernel Learning for Predicting Conversion to Alzheimer Disease. Int. J. Neural Syst. Diego Fabian Collazos-Huertas, David Cárdenas-Peña, Germán Castellanos-Domínguez
2019	—	`conf`	Multiple-Instance Lasso Regularization via Embedded Instance Selection for Emotion Recognition. IWINAC (1) Julian Caicedo-Acosta, David Cárdenas-Peña, Diego Fabian Collazos-Huertas, Jorge I. Padilla-Buritica, Germán Castaño Duque, Germán Castellanos-Domínguez
2019	—	`conf`	Relevance of Common Spatial Patterns Ranked by Kernel PCA in Motor Imagery Classification. BI Luisa Fernanda Velásquez-Martínez, David Luna-Naranjo, David Cárdenas-Peña, Carlos Daniel Acosta-Medina, German A. Castaño, Germán Castellanos-Domínguez
2019	C	`conf`	Sparse-Based Feature Selection for Discriminating Between Crops and Weeds Using Field Images. CIARP Daniel Guillermo García-Murillo, Andrés M. Álvarez, David Cárdenas-Peña, William Hincapie-Restrepo, Germán Castellanos-Domínguez
2019	C	`conf`	Supervised Relevance Analysis for Multiple Stein Kernels for Spatio-Spectral Component Selection in BCI Discrimination Tasks. CIARP Camilo López-Montes, David Cárdenas-Peña, Germán Castellanos-Domínguez
2018	—	`conf`	Detecting EEG Dynamic Changes Using Supervised Temporal Patterns. IWAIPR Luisa Fernanda Velásquez-Martínez, Frank Yesid Zapata-Castaño, David Cárdenas-Peña, Germán Castellanos-Domínguez
2018	C	`conf`	EEG Channel Relevance Analysis Using Maximum Mean Discrepancy on BCI Systems. CIARP David Luna-Naranjo, Juana Valeria Hurtado-Rincón, David Cárdenas-Peña, V. H. Castro, Héctor Fabio Torres, Germán Castellanos-Domínguez
2018	—	`conf`	Entropy-Based Relevance Selection of Independent Components Supporting Motor Imagery Tasks. IWAIPR David Luna-Naranjo, David Cárdenas-Peña, Germán Castellanos-Domínguez
2018	C	`conf`	Linear Projection Learned from Hybrid CKA for Enhancing Distance-Based Classifiers. CIARP Diego Fabian Collazos-Huertas, David Cárdenas-Peña, Germán Castellanos-Domínguez
2018	—	`conf`	Multimodal Alzheimer Diagnosis Using Instance-Based Data Representation and Multiple Kernel Learning. IWAIPR Diego Fabian Collazos-Huertas, David Cárdenas-Peña, Germán Castellanos-Domínguez
2018	—	`conf`	Multiple Instance Learning Selecting Time-Frequency Features for Brain Computing Interfaces. IWAIPR Julian Caicedo-Acosta, Luisa Fernanda Velásquez-Martínez, David Cárdenas-Peña, Germán Castellanos-Domínguez
2018	—	`conf`	Relevance of Filter Bank Common Spatial Patterns Using Multiple Kernel Learning in Motor Imagery. IWAIPR Daniel Guillermo García-Murillo, David Cárdenas-Peña, Germán Castellanos-Domínguez
2018	—	`conf`	Sub Band CSP Using Spatial Entropy-Based Relevance in MI Tasks. IWAIPR Camilo López-Montes, David Cárdenas-Peña, Germán Castellanos-Domínguez
2018	J	`jnl`	Supervised kernel approach for automated learning using General Stochastic Networks. Eng. Appl. Artif. Intell. David Cárdenas-Peña, Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2017	—	`conf`	MRI-Based Feature Extraction Using Supervised General Stochastic Networks in Dementia Diagnosis. IWINAC (1) Diego Fabian Collazos-Huertas, A. Tobar-Rodriguez, David Cárdenas-Peña, Germán Castellanos-Domínguez
2016	J	`jnl`	Centered Kernel Alignment Enhancing Neural Network Pretraining for MRI-Based Dementia Diagnosis. Comput. Math. Methods Medicine David Cárdenas-Peña, Diego Fabian Collazos-Huertas, Germán Castellanos-Domínguez
2015	—	`conf`	Information-Based Cost Function for a Bayesian MRI Segmentation Framework. ICIAP (1) David Cárdenas-Peña, Álvaro Á. Orozco, Germán Castellanos-Domínguez
2015	—	`conf`	Kernel Centered Alignment Supervised Metric for Multi-Atlas Segmentation. ICIAP (1) Mauricio Orbes-Arteaga, David Cárdenas-Peña, Mauricio A. Álvarez, Álvaro Á. Orozco, Germán Castellanos-Domínguez
2015	C	`conf`	Magnetic Resonance Image Selection for Multi-Atlas Segmentation Using Mixture Models. CIARP Mauricio Orbes-Arteaga, David Cárdenas-Peña, Mauricio A. Álvarez, Álvaro Á. Orozco, Germán Castellanos-Domínguez
2015	Misc	`conf`	Spatial-Dependent Similarity Metric Supporting Multi-atlas MRI Segmentation. IbPRIA Mauricio Orbes-Arteaga, David Cárdenas-Peña, Mauricio A. Álvarez, Álvaro Á. Orozco, Germán Castellanos-Domínguez
2015	J	`jnl`	Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge. NeuroImage 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
2015	—	`conf`	Supervised Brain Tissue Segmentation Using a Spatially Enhanced Similarity Metric. IWINAC (1) David Cárdenas-Peña, Mauricio Orbes-Arteaga, Germán Castellanos-Domínguez
2015	J	`jnl`	Waterpixels. IEEE Trans. Image Process. Vaïa Machairas, Matthieu Faessel, David Cárdenas-Peña, Théodore Chabardès, Thomas Walter, Etienne Decencière
2014	B	`conf`	A Kernel-Based Representation to Support 3D MRI Unsupervised Clustering. ICPR David Cárdenas-Peña, Mauricio Orbes-Arteaga, Andrés Eduardo Castro-Ospina, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2014	—	`conf`	Influence of anisotropic white matter modeling on EEG source localization. EMBC E. Cuartas-Morales, David Cárdenas-Peña, Germán Castellanos-Domínguez
2014	C	`conf`	Kernel-Based Image Representation for Brain MRI Discrimination. CIARP David Cárdenas-Peña, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2014	—	`conf`	Kernel-based Atlas Image Selection for brain tissue segmentation. EMBC David Cárdenas-Peña, Mauricio Orbes-Arteaga, Germán Castellanos-Domínguez
2014	—	`conf`	Tensor-product kernel-based representation encoding joint MRI view similarity. EMBC Andrés Marino Álvarez-Meza, David Cárdenas-Peña, Andrés Eduardo Castro-Ospina, Mauricio A. Álvarez, Germán Castellanos-Domínguez
2014	C	`conf`	Unsupervised Kernel Function Building Using Maximization of Information Potential Variability. CIARP Andrés Marino Álvarez-Meza, David Cárdenas-Peña, Germán Castellanos-Domínguez
2013	—	`conf`	Local binary fitting energy solution by graph cuts for MRI segmentation. EMBC David Cárdenas-Peña, Juan David Martínez-Vargas, Germán Castellanos-Domínguez
2013	J	`jnl`	Selection of time-variant features for earthquake classification at the Nevado-del-Ruiz volcano. Comput. Geosci. David Cárdenas-Peña, Mauricio Orozco-Alzate, Germán Castellanos-Domínguez
2012	C	`conf`	Extraction of Stationary Spectral Components Using Stochastic Variability. CIARP David Cárdenas-Peña, Juan David Martínez-Vargas, Germán Castellanos-Domínguez
2012	—	`conf`	Extraction of stationary components in biosignal discrimination. EMBC Juan David Martínez-Vargas, David Cárdenas-Peña, Germán Castellanos-Domínguez