Darya Chyzhyk

Publication Activity (10 Years)

Years Active: 2010-2019
Publications (10 Years): 8

Top Topics

Wrapper Feature Selection

Active Learning

Voxel Based Morphometry

Top Venues

Publications

Kamalaker Dadi, Mehdi Rahim, Alexandre Abraham, Darya Chyzhyk, Michael P. Milham, Bertrand Thirion, Gaël Varoquaux
Benchmarking functional connectome-based predictive models for resting-state fMRI. NeuroImage 192 (2019)
Manuel Graña, Leire Ozaeta, Darya Chyzhyk
Dynamic Causal Modeling and machine learning for effective connectivity in Auditory Hallucination. Neurocomputing (2019)
Darya Chyzhyk, Gaël Varoquaux, Bertrand Thirion, Michael P. Milham
Controlling a confound in predictive models with a test set minimizing its effect. PRNI (2018)
Leire Roa-Barco, Oscar Serradilla-Casado, Mikel de Velasco-Vázquez, Asier López-Zorrilla, Manuel Graña, Darya Chyzhyk, Catherine Price
A 2D/3D Convolutional Neural Network for Brain White Matter Lesion Detection in Multimodal MRI. CORES (2017)
Manuel Graña, Leire Ozaeta, Darya Chyzhyk
Resting State Effective Connectivity Allows Auditory Hallucination Discrimination. Int. J. Neural Syst. 27 (5) (2017)
Asier López-Zorrilla, Mikel de Velasco-Vázquez, Oscar Serradilla-Casado, Leire Roa-Barco, Manuel Graña, Darya Chyzhyk, C. C. Price
Brain White Matter Lesion Segmentation with 2D/3D CNN. IWINAC (1) (2017)
Manuel Graña, Darya Chyzhyk, Carlos Toro, Sebastián A. Ríos
Innovations in healthcare and medicine editorial. Comput. Biol. Medicine 72 (2016)
Manuel Graña Romay, Darya Chyzhyk
Image Understanding Applications of Lattice Autoassociative Memories. IEEE Trans. Neural Networks Learn. Syst. 27 (9) (2016)
Darya Chyzhyk, Rosalía Dacosta-Aguayo, Maria Mataró, Manuel Graña
An active learning approach for stroke lesion segmentation on multimodal MRI data. Neurocomputing 150 (2015)
Darya Chyzhyk, Manuel Graña, Dost Öngür, Ann K. Shinn
Discrimination of Schizophrenia Auditory Hallucinators by Machine Learning of Resting-State Functional MRI. Int. J. Neural Syst. 25 (3) (2015)
Darya Chyzhyk, Alexandre Savio, Manuel Graña
Computer aided diagnosis of schizophrenia on resting state fMRI data by ensembles of ELM. Neural Networks 68 (2015)
Leire Ozaeta, Darya Chyzhyk, Manuel Graña
Some Results on Dynamic Causal Modeling of Auditory Hallucinations. IWINAC (1) (2015)
Darya Chyzhyk, Manuel Graña
Classification of schizophrenia patients on lattice computing resting-state fMRI features. Neurocomputing 151 (2015)
Darya Chyzhyk, Manuel Graña
Findings in resting-state fMRI by differences from K-means clustering. InMed (2014)
Darya Chyzhyk, Alexandre Savio, Manuel Graña
Evolutionary ELM wrapper feature selection for Alzheimer's disease CAD on anatomical brain MRI. Neurocomputing 128 (2014)
Alexandre Savio, Darya Chyzhyk, Manuel Graña
Computer Aided Diagnosis of Schizophrenia Based on Local-Activity Measures of Resting-State fMRI. HAIS (2014)
Darya Chyzhyk, Manuel Graña
Results on a Lattice Computing Based Group Analysis of Schizophrenic Patients on Resting State fMRI. IWINAC (2) (2013)
Darya Chyzhyk, Manuel Graña
Discrimination of Resting-State fMRI for Schizophrenia Patients with Lattice Computing Based Features. HAIS (2013)
Maite Termenon, Darya Chyzhyk, Manuel Graña, Alfonso Barrós-Loscertales, César Ávila
Cocaine Dependent Classification on MRI Data Extracting Features from Voxel Based Morphometry. IWINAC (2) (2013)
Darya Chyzhyk, Borja Ayerdi, Josu Maiora
Active Learning with Bootstrapped Dendritic Classifier applied to medical image segmentation. Pattern Recognit. Lett. 34 (14) (2013)
Manuel Graña, Darya Chyzhyk
Hybrid multivariate morphology using lattice auto-associative memories for resting-state fMRI network discovery. HIS (2012)
Darya Chyzhyk
Bootstrapped Dendritic Classifiers for Alzheimer's Disease classification on MRI features. KES (2012)
Gerhard X. Ritter, Darya Chyzhyk, Gonzalo Urcid, Manuel Graña
A Novel Lattice Associative Memory Based on Dendritic Computing. HAIS (2) (2012)
Darya Chyzhyk, Manuel Graña, Alexandre Savio, Josu Maiora
Hybrid dendritic computing with kernel-LICA applied to Alzheimer's disease detection in MRI. Neurocomputing 75 (1) (2012)
Alexandre Savio, M. Teresa García-Sebastián, Darya Chyzhyk, Carmen Hernández, Manuel Graña, A. Sistiaga, A. López de Munain, Jorge Villanúa
Neurocognitive disorder detection based on feature vectors extracted from VBM analysis of structural MRI. Comput. Biol. Medicine 41 (8) (2011)
Manuel Graña, Darya Chyzhyk, Maite García-Sebastián, Carmen Hernández
Lattice independent component analysis for functional magnetic resonance imaging. Inf. Sci. 181 (10) (2011)
Darya Chyzhyk, Ann K. Shinn, Manuel Graña
Exploration of LICA Detections in Resting State fMRI. IWINAC (2) (2011)
Darya Chyzhyk, Manuel Graña
Optimal Hyperbox Shrinking in Dendritic Computing Applied to Alzheimer's Disease Detection in MRI. SOCO (2011)
Darya Chyzhyk, Maite Termenon, Alexandre Savio
A Comparison of VBM Results by SPM, ICA and LICA. HAIS (2) (2010)