Darya Chyzhyk

29 papers B 1C 1Misc 2Journal 14Unranked 11
YearRankTypeTitle / Venue / Authors
2019 J jnl
Benchmarking functional connectome-based predictive models for resting-state fMRI.
NeuroImage
Kamalaker Dadi, Mehdi Rahim, Alexandre Abraham, Darya Chyzhyk, Michael P. Milham, Bertrand Thirion, Gaël Varoquaux
2019 J jnl
Dynamic Causal Modeling and machine learning for effective connectivity in Auditory Hallucination.
Neurocomputing
Manuel Graña, Leire Ozaeta, Darya Chyzhyk
2018 — conf
Controlling a confound in predictive models with a test set minimizing its effect.
PRNI
Darya Chyzhyk, Gaël Varoquaux, Bertrand Thirion, Michael P. Milham
2017 — conf
A 2D/3D Convolutional Neural Network for Brain White Matter Lesion Detection in Multimodal MRI.
CORES
Leire Roa-Barco, Oscar Serradilla-Casado, Mikel de Velasco-Vázquez, Asier López-Zorrilla, Manuel Graña, Darya Chyzhyk, Catherine Price
2017 — conf
Brain White Matter Lesion Segmentation with 2D/3D CNN.
IWINAC (1)
Asier López-Zorrilla, Mikel de Velasco-Vázquez, Oscar Serradilla-Casado, Leire Roa-Barco, Manuel Graña, Darya Chyzhyk, C. C. Price
2017 J jnl
Resting State Effective Connectivity Allows Auditory Hallucination Discrimination.
Int. J. Neural Syst.
Manuel Graña, Leire Ozaeta, Darya Chyzhyk
2016 J jnl
Image Understanding Applications of Lattice Autoassociative Memories.
IEEE Trans. Neural Networks Learn. Syst.
Manuel Graña Romay, Darya Chyzhyk
2016 J jnl
Innovations in healthcare and medicine editorial.
Comput. Biol. Medicine
Manuel Graña, Darya Chyzhyk, Carlos Toro, Sebastián A. Ríos
2015 J jnl
An active learning approach for stroke lesion segmentation on multimodal MRI data.
Neurocomputing
Darya Chyzhyk, Rosalía Dacosta-Aguayo, Maria Mataró, Manuel Graña
2015 J jnl
Classification of schizophrenia patients on lattice computing resting-state fMRI features.
Neurocomputing
Darya Chyzhyk, Manuel Graña
2015 J jnl
Computer aided diagnosis of schizophrenia on resting state fMRI data by ensembles of ELM.
Neural Networks
Darya Chyzhyk, Alexandre Savio, Manuel Graña
2015 J jnl
Discrimination of Schizophrenia Auditory Hallucinators by Machine Learning of Resting-State Functional MRI.
Int. J. Neural Syst.
Darya Chyzhyk, Manuel Graña, Dost Öngür, Ann K. Shinn
2015 — conf
Some Results on Dynamic Causal Modeling of Auditory Hallucinations.
IWINAC (1)
Leire Ozaeta, Darya Chyzhyk, Manuel Graña
2014 Misc conf
Computer Aided Diagnosis of Schizophrenia Based on Local-Activity Measures of Resting-State fMRI.
HAIS
Alexandre Savio, Darya Chyzhyk, Manuel Graña
2014 J jnl
Evolutionary ELM wrapper feature selection for Alzheimer's disease CAD on anatomical brain MRI.
Neurocomputing
Darya Chyzhyk, Alexandre Savio, Manuel Graña
2014 — conf
Findings in resting-state fMRI by differences from K-means clustering.
InMed
Darya Chyzhyk, Manuel Graña
2013 J jnl
Active Learning with Bootstrapped Dendritic Classifier applied to medical image segmentation.
Pattern Recognit. Lett.
Darya Chyzhyk, Borja Ayerdi, Josu Maiora
2013 — conf
Cocaine Dependent Classification on MRI Data Extracting Features from Voxel Based Morphometry.
IWINAC (2)
Maite Termenon, Darya Chyzhyk, Manuel Graña, Alfonso Barrós-Loscertales, César Ávila
2013 Misc conf
Discrimination of Resting-State fMRI for Schizophrenia Patients with Lattice Computing Based Features.
HAIS
Darya Chyzhyk, Manuel Graña
2013 — conf
Results on a Lattice Computing Based Group Analysis of Schizophrenic Patients on Resting State fMRI.
IWINAC (2)
Darya Chyzhyk, Manuel Graña
2012 — conf
A Novel Lattice Associative Memory Based on Dendritic Computing.
HAIS (2)
Gerhard X. Ritter, Darya Chyzhyk, Gonzalo Urcid, Manuel Graña
2012 B conf
Bootstrapped Dendritic Classifiers for Alzheimer's Disease classification on MRI features.
KES
Darya Chyzhyk
2012 J jnl
Hybrid dendritic computing with kernel-LICA applied to Alzheimer's disease detection in MRI.
Neurocomputing
Darya Chyzhyk, Manuel Graña, Alexandre Savio, Josu Maiora
2012 C conf
Hybrid multivariate morphology using lattice auto-associative memories for resting-state fMRI network discovery.
HIS
Manuel Graña, Darya Chyzhyk
2011 — conf
Exploration of LICA Detections in Resting State fMRI.
IWINAC (2)
Darya Chyzhyk, Ann K. Shinn, Manuel Graña
2011 J jnl
Lattice independent component analysis for functional magnetic resonance imaging.
Inf. Sci.
Manuel Graña, Darya Chyzhyk, Maite García-Sebastián, Carmen Hernández
2011 J jnl
Neurocognitive disorder detection based on feature vectors extracted from VBM analysis of structural MRI.
Comput. Biol. Medicine
Alexandre Savio, M. Teresa García-Sebastián, Darya Chyzhyk, Carmen Hernández, Manuel Graña, Andone Sistiaga, A. López de Munain, Jorge Villanúa
2011 — conf
Optimal Hyperbox Shrinking in Dendritic Computing Applied to Alzheimer's Disease Detection in MRI.
SOCO
Darya Chyzhyk, Manuel Graña
2010 — conf
A Comparison of VBM Results by SPM, ICA and LICA.
HAIS (2)
Darya Chyzhyk, Maite Termenon, Alexandre Savio