Darya Chyzhyk

发表

Hybrid multivariate morphology using lattice auto-associative memories for resting-state fMRI network discovery

Manuel Graña, Darya Chyzhyk, M. Graña, 2012, 2012 12th International Conference on Hybrid Intelligent Systems (HIS).

A Comparison of VBM Results by SPM, ICA and LICA

Darya Chyzhyk, Maite Termenon Conde, Alexandre Savio, 2010, HAIS.

Computer aided diagnosis of schizophrenia on resting state fMRI data by ensembles of ELM

Manuel Graña, Darya Chyzhyk, Alexandre Savio, 2015, Neural Networks.

Innovations in healthcare and medicine editorial

Manuel Graña, Darya Chyzhyk, Sebastián A. Ríos, 2016, Comput. Biol. Medicine.

Active Learning with Bootstrapped Dendritic Classifier applied to medical image segmentation

Darya Chyzhyk, Borja Ayerdi, Josu Maiora, 2013, Pattern Recognit. Lett..

Brain White Matter Lesion Segmentation with 2D/3D CNN

Manuel Graña, Darya Chyzhyk, Asier López-Zorrilla, 2017, IWINAC.

Controlling a confound in predictive models with a test set minimizing its effect

Gaël Varoquaux, Bertrand Thirion, Michael P. Milham, 2018, 2018 International Workshop on Pattern Recognition in Neuroimaging (PRNI).

Optimal Hyperbox Shrinking in Dendritic Computing Applied to Alzheimer's Disease Detection in MRI

Manuel Graña, Darya Chyzhyk, 2011, SOCO.

Some Results on Dynamic Causal Modeling of Auditory Hallucinations

Manuel Graña, Leire Ozaeta, Darya Chyzhyk, 2015, IWINAC.

Bootstrapped Dendritic Classifiers for Alzheimer's Disease classification on MRI features

Darya Chyzhyk, 2012, KES.

A Novel Lattice Associative Memory Based on Dendritic Computing

Manuel Graña, Gerhard X. Ritter, Darya Chyzhyk, 2012, HAIS.

Lattice independent component analysis for functional magnetic resonance imaging

Manuel Graña, Darya Chyzhyk, Carmen Hernández, 2011, Inf. Sci..

Results on a Lattice Computing Based Group Analysis of Schizophrenic Patients on Resting State fMRI

Manuel Graña, Darya Chyzhyk, M. Graña, 2013, IWINAC.

Exploration of LICA Detections in Resting State fMRI

Manuel Graña, Darya Chyzhyk, Ann K. Shinn, 2011, IWINAC.

Findings in resting-state fMRI by differences from K-means clustering

Manuel Graña, Darya Chyzhyk, M. Graña, 2014, InMed.

Dynamic Causal Modeling and machine learning for effective connectivity in Auditory Hallucination

Manuel Graña, Leire Ozaeta, Darya Chyzhyk, 2017, Neurocomputing.

Neurocognitive disorder detection based on feature vectors extracted from VBM analysis of structural MRI

Manuel Graña, Darya Chyzhyk, Alexandre Savio, 2011, Comput. Biol. Medicine.

Recent Advances in Biomedical Signal Processing

Sabine Van Huffel, Misha Pavel, Alberto Olivares, 2012 .

Resting State Effective Connectivity Allows Auditory Hallucination Discrimination

Manuel Graña, Leire Ozaeta, Darya Chyzhyk, 2017, Int. J. Neural Syst..

An active learning approach for stroke lesion segmentation on multimodal MRI data

Manuel Graña, Darya Chyzhyk, Rosalía Dacosta-Aguayo, 2015, Neurocomputing.

Discrimination of Schizophrenia Auditory Hallucinators by Machine Learning of Resting-State Functional MRI

Manuel Graña, Darya Chyzhyk, Ann K. Shinn, 2015, Int. J. Neural Syst..

Cocaine Dependent Classification on MRI Data Extracting Features from Voxel Based Morphometry

Manuel Graña, Darya Chyzhyk, Maite Termenon Conde, 2013, IWINAC.

A 2D/3D Convolutional Neural Network for Brain White Matter Lesion Detection in Multimodal MRI

Manuel Graña, Darya Chyzhyk, Asier López-Zorrilla, 2017, CORES.

Discrimination of Resting-State fMRI for Schizophrenia Patients with Lattice Computing Based Features

Manuel Graña, Darya Chyzhyk, M. Graña, 2013, HAIS.

Evolutionary ELM wrapper feature selection for Alzheimer's disease CAD on anatomical brain MRI

Manuel Graña, Darya Chyzhyk, Alexandre Savio, 2014, Neurocomputing.

Classification of schizophrenia patients on lattice computing resting-state fMRI features

Manuel Graña, Darya Chyzhyk, M. Graña, 2015, Neurocomputing.

Computer Aided Diagnosis of Schizophrenia Based on Local-Activity Measures of Resting-State fMRI

Manuel Graña, Darya Chyzhyk, Alexandre Savio, 2014, HAIS.

Bootstrapped Dendritic Classifiers in MRI Analysis for Alzheimer’s Disease Recognition

Manuel Graña, Darya Chyzhyk, M. Graña, 2013 .

Image Understanding Applications of Lattice Autoassociative Memories

Manuel Graña, Darya Chyzhyk, M. Graña, 2016, IEEE Transactions on Neural Networks and Learning Systems.

Benchmarking functional connectome-based predictive models for resting-state fMRI

Gaël Varoquaux, Bertrand Thirion, Kamalaker Dadi, 2019, NeuroImage.

Contributions of lattice computing to medical image processing

Darya Chyzhyk, Darya Chyzhyk, 2013 .

Hybrid dendritic computing with kernel-LICA applied to Alzheimer's disease detection in MRI

Manuel Graña, Darya Chyzhyk, Alexandre Savio, 2012, Neurocomputing.

Eigenanatomy on Fractional Anisotropy Imaging Provides White Matter Anatomical Features Discriminating Between Alzheimer's Disease and Late Onset Bipolar Disorder.

Manuel Graña, Darya Chyzhyk, Borja Ayerdi, 2016, Current Alzheimer research.

Discrimination between Alzheimer's Disease and Late Onset Bipolar Disorder Using Multivariate Analysis.

Manuel Graña, Darya Chyzhyk, Borja Ayerdi, 2015 .

Feature extraction from structural MRI images based on VBM : data from OASIS database

Darya Chyzhyk, Alexandre Savio, A. Savio, 2010 .