A Comparison of VBM Results by SPM, ICA and LICA. - Darya Chyzhyk; Maite Termenon; Alexandre Savio (HAIS (2), 2010)

Exploration of LICA Detections in Resting State fMRI. - Darya Chyzhyk; Ann K. Shinn; Manuel Graña (IWINAC (2), 2011)

Optimal Hyperbox Shrinking in Dendritic Computing Applied to Alzheimer's Disease Detection in MRI. - Darya Chyzhyk; Manuel Graña (SOCO, 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 001; Manuel Graña; Andone Sistiaga; A. López de Munain; Jorge Villanúa (Comput. Biol. Medicine, 2011)

Lattice independent component analysis for functional magnetic resonance imaging. - Manuel Graña; Darya Chyzhyk; Maite García-Sebastián; Carmen Hernández 001 (Inf. Sci., 2011)

A Novel Lattice Associative Memory Based on Dendritic Computing. - Gerhard X. Ritter; Darya Chyzhyk; Gonzalo Urcid; Manuel Graña (HAIS (2), 2012)

Hybrid multivariate morphology using lattice auto-associative memories for resting-state fMRI network discovery. - Manuel Graña; Darya Chyzhyk (HIS, 2012)

Bootstrapped Dendritic Classifiers for Alzheimer's Disease classification on MRI features. - Darya Chyzhyk (KES, 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)

Discrimination of Resting-State fMRI for Schizophrenia Patients with Lattice Computing Based Features. - Darya Chyzhyk; Manuel Graña (HAIS, 2013)

Results on a Lattice Computing Based Group Analysis of Schizophrenic Patients on Resting State fMRI. - Darya Chyzhyk; Manuel Graña (IWINAC (2), 2013)

Cocaine Dependent Classification on MRI Data Extracting Features from Voxel Based Morphometry. - Maite Termenon; Darya Chyzhyk; Manuel Graña; Alfonso Barrós-Loscertales; César Ávila (IWINAC (2), 2013)

Active Learning with Bootstrapped Dendritic Classifier applied to medical image segmentation. - Darya Chyzhyk; Borja Ayerdi; Josu Maiora (Pattern Recognit. Lett., 2013)

Computer Aided Diagnosis of Schizophrenia Based on Local-Activity Measures of Resting-State fMRI. - Alexandre Savio; Darya Chyzhyk; Manuel Graña (HAIS, 2014)

Findings in resting-state fMRI by differences from K-means clustering. - Darya Chyzhyk; Manuel Graña (InMed, 2014)

Evolutionary ELM wrapper feature selection for Alzheimer's disease CAD on anatomical brain MRI. - Darya Chyzhyk; Alexandre Savio; Manuel Graña (Neurocomputing, 2014)

Some Results on Dynamic Causal Modeling of Auditory Hallucinations. - Leire Ozaeta; Darya Chyzhyk; Manuel Graña (IWINAC (1), 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)

An active learning approach for stroke lesion segmentation on multimodal MRI data. - Darya Chyzhyk; Rosalía Dacosta-Aguayo; Maria Mataró; Manuel Graña (Neurocomputing, 2015)

Classification of schizophrenia patients on lattice computing resting-state fMRI features. - Darya Chyzhyk; Manuel Graña (Neurocomputing, 2015)

Computer aided diagnosis of schizophrenia on resting state fMRI data by ensembles of ELM. - Darya Chyzhyk; Alexandre Savio; Manuel Graña (Neural Networks, 2015)

Innovations in healthcare and medicine editorial. - Manuel Graña; Darya Chyzhyk; Carlos Toro 001; Sebastián A. Ríos (Comput. Biol. Medicine, 2016)

Image Understanding Applications of Lattice Autoassociative Memories. - Manuel Graña Romay; Darya Chyzhyk (IEEE Trans. Neural Networks Learn. Syst., 2016)

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 (CORES, 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 (IWINAC (1), 2017)

Resting State Effective Connectivity Allows Auditory Hallucination Discrimination. - Manuel Graña; Leire Ozaeta; Darya Chyzhyk (Int. J. Neural Syst., 2017)

Controlling a confound in predictive models with a test set minimizing its effect. - Darya Chyzhyk; Gaël Varoquaux; Bertrand Thirion; Michael P. Milham (PRNI, 2018)

Dynamic Causal Modeling and machine learning for effective connectivity in Auditory Hallucination. - Manuel Graña; Leire Ozaeta; Darya Chyzhyk (Neurocomputing, 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)