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ORCIDDarya Chyzhyk
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2010 – 2019
- 2019
[j14]Manuel Graña, Leire Ozaeta, Darya Chyzhyk:
Dynamic Causal Modeling and machine learning for effective connectivity in Auditory Hallucination. Neurocomputing 326-327: 61-68 (2019)- [j13]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: 115-134 (2019) - 2018
- [c15]Darya Chyzhyk, Gaël Varoquaux, Bertrand Thirion, Michael P. Milham:
Controlling a confound in predictive models with a test set minimizing its effect. PRNI 2018: 1-4 - 2017
- [j12]Manuel Graña, Leire Ozaeta, Darya Chyzhyk:
Resting State Effective Connectivity Allows Auditory Hallucination Discrimination. Int. J. Neural Syst. 27(5): 1750019:1-1750019:15 (2017) - [c14]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: 377-385 - [c13]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: 394-403 - 2016
- [j11]Manuel Graña, Darya Chyzhyk, Carlos Toro, Sebastián A. Ríos:
Innovations in healthcare and medicine editorial. Comput. Biol. Medicine 72: 226-228 (2016) - [j10]Manuel Graña Romay, Darya Chyzhyk:
Image Understanding Applications of Lattice Autoassociative Memories. IEEE Trans. Neural Networks Learn. Syst. 27(9): 1920-1932 (2016) - 2015
- [j9]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): 1550007:1-1550007:23 (2015) - [j8]Darya Chyzhyk, Rosalía Dacosta-Aguayo, Maria Mataró, Manuel Graña:
An active learning approach for stroke lesion segmentation on multimodal MRI data. Neurocomputing 150: 26-36 (2015) - [j7]Darya Chyzhyk, Manuel Graña:
Classification of schizophrenia patients on lattice computing resting-state fMRI features. Neurocomputing 151: 151-160 (2015) - [j6]Darya Chyzhyk, Alexandre Savio, Manuel Graña:
Computer aided diagnosis of schizophrenia on resting state fMRI data by ensembles of ELM. Neural Networks 68: 23-33 (2015) - [c12]Leire Ozaeta, Darya Chyzhyk, Manuel Graña:
Some Results on Dynamic Causal Modeling of Auditory Hallucinations. IWINAC (1) 2015: 185-194 - 2014
- [j5]Darya Chyzhyk, Alexandre Savio, Manuel Graña:
Evolutionary ELM wrapper feature selection for Alzheimer's disease CAD on anatomical brain MRI. Neurocomputing 128: 73-80 (2014) - [c11]Alexandre Savio, Darya Chyzhyk, Manuel Graña:
Computer Aided Diagnosis of Schizophrenia Based on Local-Activity Measures of Resting-State fMRI. HAIS 2014: 1-12 - [c10]Darya Chyzhyk, Manuel Graña:
Findings in resting-state fMRI by differences from K-means clustering. InMed 2014: 300-310 - 2013
- [j4]Darya Chyzhyk, Borja Ayerdi, Josu Maiora:
Active Learning with Bootstrapped Dendritic Classifier applied to medical image segmentation. Pattern Recognit. Lett. 34(14): 1602-1608 (2013) - [c9]Darya Chyzhyk, Manuel Graña:
Discrimination of Resting-State fMRI for Schizophrenia Patients with Lattice Computing Based Features. HAIS 2013: 482-490 - [c8]Darya Chyzhyk, Manuel Graña:
Results on a Lattice Computing Based Group Analysis of Schizophrenic Patients on Resting State fMRI. IWINAC (2) 2013: 131-139 - [c7]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: 140-148 - 2012
- [j3]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): 72-77 (2012) - [c6]Gerhard X. Ritter, Darya Chyzhyk, Gonzalo Urcid, Manuel Graña:
A Novel Lattice Associative Memory Based on Dendritic Computing. HAIS (2) 2012: 491-502 - [c5]Manuel Graña, Darya Chyzhyk:
Hybrid multivariate morphology using lattice auto-associative memories for resting-state fMRI network discovery. HIS 2012: 537-542 - [c4]Darya Chyzhyk:
Bootstrapped Dendritic Classifiers for Alzheimer's Disease classification on MRI features. KES 2012: 2251-2258 - 2011
- [j2]Alexandre Savio, M. Teresa García-Sebastián, Darya Chyzhyk, Carmen Hernández, Manuel Graña, Andone 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): 600-610 (2011) - [j1]Manuel Graña, Darya Chyzhyk, Maite García-Sebastián, Carmen Hernández:
Lattice independent component analysis for functional magnetic resonance imaging. Inf. Sci. 181(10): 1910-1928 (2011) - [c3]Darya Chyzhyk, Ann K. Shinn, Manuel Graña:
Exploration of LICA Detections in Resting State fMRI. IWINAC (2) 2011: 104-111 - [c2]Darya Chyzhyk, Manuel Graña:
Optimal Hyperbox Shrinking in Dendritic Computing Applied to Alzheimer's Disease Detection in MRI. SOCO 2011: 543-550 - 2010
- [c1]Darya Chyzhyk, Maite Termenon, Alexandre Savio:
A Comparison of VBM Results by SPM, ICA and LICA. HAIS (2) 2010: 429-435
Coauthor Index
aka: Manuel Graña Romay
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