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Darya Chyzhyk
Darya Chyzhyk
PhD in Computer Science, Inria
Zweryfikowany adres z ehu.es
Tytuł
Cytowane przez
Cytowane przez
Rok
Benchmarking functional connectome-based predictive models for resting-state fMRI
K Dadi, M Rahim, A Abraham, D Chyzhyk, M Milham, B Thirion, ...
Neuroimage 192, 115-134, 2019
1902019
Computer aided diagnosis of schizophrenia on resting state fMRI data by ensembles of ELM
D Chyzhyk, A Savio, M Graña
Neural Networks 68, 23-33, 2015
712015
Evolutionary ELM wrapper feature selection for Alzheimer's disease CAD on anatomical brain MRI
D Chyzhyk, A Savio, M Graña
Neurocomputing 128, 73-80, 2014
712014
Hybrid dendritic computing with kernel-LICA applied to Alzheimer's disease detection in MRI
D Chyzhyk, M Graña, A Savio, J Maiora
Neurocomputing 75 (1), 72-77, 2012
662012
Neurocognitive disorder detection based on feature vectors extracted from VBM analysis of structural MRI
A Savio, MT García-Sebastián, D Chyzhyk, C Hernandez, M Graña, ...
Computers in biology and medicine 41 (8), 600-610, 2011
642011
Discrimination of schizophrenia auditory hallucinators by machine learning of resting-state functional mri
D Chyzhyk, M Graña, D Öngür, AK Shinn
International journal of neural systems 25 (03), 1550007, 2015
612015
Lattice independent component analysis for functional magnetic resonance imaging
M Graña, D Chyzhyk, M García-Sebastián, C Hernández
Information Sciences 181 (10), 1910-1928, 2011
372011
Image Understanding Applications of Lattice Autoassociative Memories.
M Grana, D Chyzhyk
IEEE transactions on neural networks and learning systems, 2015
312015
An active learning approach for stroke lesion segmentation on multimodal MRI data
D Chyzhyk, R Dacosta-Aguayo, M Mataró, M Graña
Neurocomputing 150, 26-36, 2015
312015
Discrimination between Alzheimer’s disease and late onset bipolar disorder using multivariate analysis
A Besga, I Gonzalez, E Echeburua, A Savio, B Ayerdi, D Chyzhyk, ...
Frontiers in aging neuroscience 7, 231, 2015
292015
Resting state effective connectivity allows auditory hallucination discrimination
M Graña, L Ozaeta, D Chyzhyk
International journal of neural systems 27 (05), 1750019, 2017
252017
Feature extraction from structural MRI images based on VBM: data from OASIS database
D Chyzhyk, A Savio
University of the Basque Country, Internal research publication, 2010
222010
Active learning with bootstrapped dendritic classifier applied to medical image segmentation
D Chyzhyk, B Ayerdi, J Maiora
Pattern Recognition Letters 34 (14), 1602-1608, 2013
182013
Optimal Hyperbox shrinking in Dendritic Computing applied to Alzheimer’s Disease detection in MRI
D Chyzhyk, M Graña
Soft Computing Models in Industrial and Environmental Applications, 6th …, 2011
172011
Controlling a confound in predictive models with a test set minimizing its effect
D Chyzhyk, G Varoquaux, B Thirion, M Milham
2018 International Workshop on Pattern Recognition in Neuroimaging (PRNI), 1-4, 2018
162018
White Matter Tract Integrity in Alzheimer's Disease vs. Late Onset Bipolar Disorder and Its Correlation with Systemic Inflammation and Oxidative Stress Biomarkers
A Besga, D Chyzhyk, I Gonzalez-Ortega, J Echeveste, M Graña-Lecuona, ...
Frontiers in aging neuroscience 9, 179, 2017
122017
A 2D/3D Convolutional Neural Network for Brain White Matter Lesion Detection in Multimodal MRI
L Roa-Barco, O Serradilla-Casado, M de Velasco-Vázquez, ...
International Conference on Computer Recognition Systems, 377-385, 2017
92017
Eigenanatomy on fractional anisotropy imaging provides white matter anatomical features discriminating between Alzheimer’s disease and late onset bipolar disorder
A Besga, D Chyzhyk, I González-Ortega, A Savio, B Ayerdi, J Echeveste, ...
Current Alzheimer Research 13 (5), 557-565, 2016
92016
Eigenanatomy on fractional anisotropy imaging provides white matter anatomical features discriminating between Alzheimer’s disease and late onset bipolar disorder
A Besga, D Chyzhyk, I González-Ortega, A Savio, B Ayerdi, J Echeveste, ...
Current Alzheimer Research 13 (5), 557-565, 2016
92016
Brain White Matter Lesion Segmentation with 2D/3D CNN
A López-Zorrilla, M de Velasco-Vázquez, O Serradilla-Casado, ...
International Work-Conference on the Interplay Between Natural and …, 2017
82017
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