Javier DeFelipe

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 6

Top Topics

Microscopic Images

Colour Image Segmentation

Unsupervised Classification

Dendritic Spines

Top Venues

Neuroinformatics

PLoS Comput. Biol.

Artif. Intell. Medicine

Int. J. Approx. Reason.

Publications

Moritz Groden, Hannah M. Moessinger, Barbara Schaffran, Javier DeFelipe, Ruth Benavides-Piccione, Hermann Cuntz, Peter Jedlicka
A biologically inspired repair mechanism for neuronal reconstructions with a focus on human dendrites. PLoS Comput. Biol. 20 (2) (2024)
Antonio LaTorre, Lidia Alonso-Nanclares, José M. Peña, Javier DeFelipe
3D segmentation of neuronal nuclei and cell-type identification using multi-channel information. Expert Syst. Appl. 183 (2021)
Sergio Luengo-Sanchez, Isabel Fernaud, Concha Bielza, Ruth Benavides-Piccione, Pedro Larrañaga, Javier DeFelipe
3D morphology-based clustering and simulation of human pyramidal cell dendritic spines. PLoS Comput. Biol. 14 (6) (2018)
Bojan Mihaljevic, Pedro Larrañaga, Ruth Benavides-Piccione, Sean Hill, Javier DeFelipe, Concha Bielza
Towards a supervised classification of neocortical interneuron morphologies. BMC Bioinform. 19 (1) (2018)
Laura Anton-Sanchez, Concha Bielza, Ruth Benavides-Piccione, Javier DeFelipe, Pedro Larrañaga
Dendritic and Axonal Wiring Optimization of Cortical GABAergic Interneurons. Neuroinformatics 14 (4) (2016)
Pablo Márquez-Neila, Luis Baumela, Juncal González-Soriano, José-Rodrigo Rodríguez, Javier DeFelipe, Ángel Merchán-Pérez
A Fast Method for the Segmentation of Synaptic Junctions and Mitochondria in Serial Electron Microscopic Images of the Brain. Neuroinformatics 14 (2) (2016)
Bojan Mihaljevic, Ruth Benavides-Piccione, Luis Guerra, Javier DeFelipe, Pedro Larrañaga, Concha Bielza
Classifying GABAergic interneurons with semi-supervised projected model-based clustering. Artif. Intell. Medicine 65 (1) (2015)
Bojan Mihaljevic, Ruth Benavides-Piccione, Concha Bielza, Javier DeFelipe, Pedro Larrañaga
Bayesian Network Classifiers for Categorizing Cortical GABAergic Interneurons. Neuroinformatics 13 (2) (2015)
Loic Corenthy, Marcos García, Sofía Bayona Beriso, Andrea Santuy, Jose San Martin, Ruth Benavides-Piccione, Javier DeFelipe, Luis Pastor
Haptically Assisted Connection Procedure for the Reconstruction of Dendritic Spines. IEEE Trans. Haptics 7 (4) (2014)
Pedro L. López-Cruz, Pedro Larrañaga, Javier DeFelipe, Concha Bielza
Bayesian network modeling of the consensus between experts: An application to neuron classification. Int. J. Approx. Reason. 55 (1) (2014)
Bojan Mihaljevic, Concha Bielza, Ruth Benavides-Piccione, Javier DeFelipe, Pedro Larrañaga
Multi-dimensional classification of GABAergic interneurons with Bayesian network-modeled label uncertainty. Frontiers Comput. Neurosci. 8 (2014)
Pablo Toharia, Juan Morales, Octavio de Juan, Isabel Fernaud, Angel Rodríguez, Javier DeFelipe
Musical Representation of Dendritic Spine Distribution: A New Exploratory Tool. Neuroinformatics 12 (2) (2014)
Antonio LaTorre, Lidia Alonso-Nanclares, Santiago Muelas, José María Peña Sánchez, Javier DeFelipe
Segmentation of neuronal nuclei based on clump splitting and a two-step binarization of images. Expert Syst. Appl. 40 (16) (2013)
Luis Guerra, Ruth Benavides-Piccione, Concha Bielza, Víctor Robles, Javier DeFelipe, Pedro Larrañaga
Semi-supervised Projected Clustering for Classifying GABAergic Interneurons. AIME (2013)
Juan Morales, Ruth Benavides-Piccione, Angel Rodríguez, Luis Pastor, Rafael Yuste, Javier DeFelipe
Three-Dimensional Analysis of Spiny Dendrites Using Straightening and Unrolling Transforms. Neuroinformatics 10 (4) (2012)
Pedro L. López-Cruz, Concha Bielza, Pedro Larrañaga, Ruth Benavides-Piccione, Javier DeFelipe
Models and Simulation of 3D Neuronal Dendritic Trees Using Bayesian Networks. Neuroinformatics 9 (4) (2011)
Henry Markram, Karlheinz Meier, Thomas Lippert, Sten Grillner, Richard S. Frackowiak, Stanislas Dehaene, Alois C. Knoll, Haim Sompolinsky, Kris Verstreken, Javier DeFelipe, Seth Grant, Jean-Pierre Changeux, Alois Saria
Introducing the Human Brain Project. FET (2011)
Juan Morales, Lidia Alonso-Nanclares, José-Rodrigo Rodríguez, Ángel Merchán-Pérez, Javier DeFelipe, Angel Rodríguez
Fast Interactive Quantification of Synapses in the Cerebral Cortex. Int. J. Artif. Intell. Tools 20 (2) (2011)
Juan Morales, Lidia Alonso-Nanclares, José-Rodrigo Rodríguez, Ángel Merchán-Pérez, Javier DeFelipe, Angel Rodríguez
Computer Assisted Identification, Segmentation and Quantification of Synapses in the Cerebral Cortex. IEA/AIE (3) (2010)
Jaime Fernández, Laura Fernández-Soria, Ruth Benavides-Piccione, Inmaculada Ballesteros-Yañez, Javier DeFelipe, José María Peña Sánchez
A Model for Generating Synthetic Dendrites of Cortical Neurons. IEA/AIE (3) (2010)
Manuel A. Sánchez-Montañés, Luis Fernando Lago-Fernández, Nazareth P. Castellanos, Ángel Merchán-Pérez, Jon I. Arellano, Javier DeFelipe
A Model of Human Cortical Microcircuits for the Study of the Development of Epilepsy. ICANN (2002)