Darya Chyzhyk

According to our database, Darya Chyzhyk authored at least 29 papers between 2010 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Benchmarking functional connectome-based predictive models for resting-state fMRI.

Kamalaker Dadi, Mehdi Rahim, Alexandre Abraham, Darya Chyzhyk, Michael P. Milham, Bertrand Thirion, Gaël Varoquaux

NeuroImage, 2019

Dynamic Causal Modeling and machine learning for effective connectivity in Auditory Hallucination.

Manuel Graña, Leire Ozaeta, Darya Chyzhyk

Neurocomputing, 2019

2018

Controlling a confound in predictive models with a test set minimizing its effect.

Darya Chyzhyk, Gaël Varoquaux, Bertrand Thirion, Michael P. Milham

Proceedings of the 2018 International Workshop on Pattern Recognition in Neuroimaging, 2018

2017

Resting State Effective Connectivity Allows Auditory Hallucination Discrimination.

Manuel Graña, Leire Ozaeta, Darya Chyzhyk

Int. J. Neural Syst., 2017

Brain White Matter Lesion Segmentation with 2D/3D CNN.

Asier López-Zorrilla, Mikel de Velasco-Vázquez, Oscar Serradilla-Casado, Leire Roa-Barco, Manuel Graña, Darya Chyzhyk, C. C. Price

Proceedings of the Natural and Artificial Computation for Biomedicine and Neuroscience, 2017

A 2D/3D Convolutional Neural Network for Brain White Matter Lesion Detection in Multimodal MRI.

Leire Roa-Barco, Oscar Serradilla-Casado, Mikel de Velasco-Vázquez, Asier López-Zorrilla, Manuel Graña, Darya Chyzhyk, Catherine Price

Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, 2017

2016

Image Understanding Applications of Lattice Autoassociative Memories.

Manuel Graña Romay, Darya Chyzhyk

IEEE Trans. Neural Networks Learn. Syst., 2016

Innovations in healthcare and medicine editorial.

Manuel Graña, Darya Chyzhyk, Carlos Toro, Sebastián A. Ríos

Comput. Biol. Medicine, 2016

2015

Computer aided diagnosis of schizophrenia on resting state fMRI data by ensembles of ELM.

Darya Chyzhyk, Alexandre Savio, Manuel Graña

Neural Networks, 2015

Classification of schizophrenia patients on lattice computing resting-state fMRI features.

Darya Chyzhyk, Manuel Graña

Neurocomputing, 2015

An active learning approach for stroke lesion segmentation on multimodal MRI data.

Darya Chyzhyk, Rosalía Dacosta-Aguayo, Maria Mataró, Manuel Graña

Neurocomputing, 2015

Discrimination of Schizophrenia Auditory Hallucinators by Machine Learning of Resting-State Functional MRI.

Darya Chyzhyk, Manuel Graña, Dost Öngür, Ann K. Shinn

Int. J. Neural Syst., 2015

Some Results on Dynamic Causal Modeling of Auditory Hallucinations.

Leire Ozaeta, Darya Chyzhyk, Manuel Graña

Proceedings of the Artificial Computation in Biology and Medicine, 2015

2014

Evolutionary ELM wrapper feature selection for Alzheimer's disease CAD on anatomical brain MRI.

Darya Chyzhyk, Alexandre Savio, Manuel Graña

Neurocomputing, 2014

Findings in resting-state fMRI by differences from K-means clustering.

Darya Chyzhyk, Manuel Graña

Proceedings of the Innovation in Medicine and Healthcare 2014, 2014

Computer Aided Diagnosis of Schizophrenia Based on Local-Activity Measures of Resting-State fMRI.

Alexandre Savio, Darya Chyzhyk, Manuel Graña

Proceedings of the Hybrid Artificial Intelligence Systems - 9th International Conference, 2014

2013

Active Learning with Bootstrapped Dendritic Classifier applied to medical image segmentation.

Darya Chyzhyk, Borja Ayerdi, Josu Maiora

Pattern Recognit. Lett., 2013

Cocaine Dependent Classification on MRI Data Extracting Features from Voxel Based Morphometry.

Maite Termenon, Darya Chyzhyk, Manuel Graña, Alfonso Barrós-Loscertales, César Ávila

Proceedings of the Natural and Artificial Computation in Engineering and Medical Applications, 2013

Results on a Lattice Computing Based Group Analysis of Schizophrenic Patients on Resting State fMRI.

Darya Chyzhyk, Manuel Graña

Proceedings of the Natural and Artificial Computation in Engineering and Medical Applications, 2013

Discrimination of Resting-State fMRI for Schizophrenia Patients with Lattice Computing Based Features.

Darya Chyzhyk, Manuel Graña

Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013

2012

Hybrid dendritic computing with kernel-LICA applied to Alzheimer's disease detection in MRI.

Darya Chyzhyk, Manuel Graña, Alexandre Savio, Josu Maiora

Neurocomputing, 2012

Bootstrapped Dendritic Classifiers for Alzheimer's Disease classification on MRI features.

Darya Chyzhyk

Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

Hybrid multivariate morphology using lattice auto-associative memories for resting-state fMRI network discovery.

Manuel Graña, Darya Chyzhyk

Proceedings of the 12th International Conference on Hybrid Intelligent Systems, 2012

A Novel Lattice Associative Memory Based on Dendritic Computing.

Gerhard X. Ritter, Darya Chyzhyk, Gonzalo Urcid, Manuel Graña

Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

2011

Lattice independent component analysis for functional magnetic resonance imaging.

Manuel Graña, Darya Chyzhyk, Maite García-Sebastián, Carmen Hernández

Inf. Sci., 2011

Neurocognitive disorder detection based on feature vectors extracted from VBM analysis of structural MRI.

Alexandre Savio, M. Teresa García-Sebastián, Darya Chyzhyk, Carmen Hernández, Manuel Graña, Andone Sistiaga, A. López de Munain, Jorge Villanúa

Comput. Biol. Medicine, 2011

Optimal Hyperbox Shrinking in Dendritic Computing Applied to Alzheimer's Disease Detection in MRI.

Darya Chyzhyk, Manuel Graña

Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2011

Exploration of LICA Detections in Resting State fMRI.

Darya Chyzhyk, Ann K. Shinn, Manuel Graña

Proceedings of the New Challenges on Bioinspired Applications, 2011

2010

A Comparison of VBM Results by SPM, ICA and LICA.

Darya Chyzhyk, Maite Termenon, Alexandre Savio

Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010