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1

Dynamic Causal Modeling and Machine Learning for Effective Connectivity in Auditory Hallucination

Graña, Manuel, Ozaeta, Leire, Chyzhyk, Darya

Journal:

Year:

2017

Language:

english

File:

PDF, 2.41 MB

english, 2017

2

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

Besga, Ariadna, Gonzalez, Itxaso, Echeburua, Enrique, Savio, Alexandre, Ayerdi, Borja, Chyzhyk, Darya, Madrigal, Jose L. M., Leza, Juan C., Graña, Manuel, Gonzalez-Pinto, Ana Maria

Journal:

Frontiers in Aging Neuroscience

Year:

2015

Language:

english

File:

PDF, 556 KB

english, 2015

3

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

Besga, Ariadna, Chyzhyk, Darya, González-Ortega, Itxaso, Savio, Alexandre, Ayerdi, Borja, Echeveste, Jon, Graña, Manuel, González-Pinto, Ana

Journal:

Current Alzheimer Research

Year:

2016

Language:

english

File:

PDF, 568 KB

english, 2016

4

Lattice independent component analysis for functional magnetic resonance imaging

Manuel Graña, Darya Chyzhyk, Maite García-Sebastián, Carmen Hernández

Journal:

Information Sciences

Year:

2011

Language:

english

File:

PDF, 2.49 MB

english, 2011

5

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

Chyzhyk, Darya, Savio, Alexandre, Graña, Manuel

Journal:

Neural Networks

Year:

2015

Language:

english

File:

PDF, 2.68 MB

english, 2015

6

White Matter Tract Integrity in Alzheimer's Disease vs. Late Onset Bipolar Disorder and Its Correlation with Systemic Inflammation and Oxidative Stress Biomarkers

Besga, Ariadna, Chyzhyk, Darya, Gonzalez-Ortega, Itxaso, Echeveste, Jon, Graña-Lecuona, Marina, Graña, Manuel, Gonzalez-Pinto, Ana

Journal:

Frontiers in Aging Neuroscience

Year:

2017

Language:

english

File:

PDF, 1.58 MB

english, 2017

7

Innovations in healthcare and medicine editorial

Graña, Manuel, Chyzhyk, Darya, Toro, Carlos, Rios, Sebastian

Journal:

Computers in Biology and Medicine

Year:

2016

Language:

english

File:

PDF, 690 KB

english, 2016

8

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

Darya Chyzhyk, Manuel Graña, Alexandre Savio, Josu Maiora

Journal:

Year:

2012

Language:

english

File:

PDF, 757 KB

english, 2012

9

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

Chyzhyk, Darya, Graña, Manuel

Journal:

Year:

2015

Language:

english

File:

PDF, 2.37 MB

english, 2015

10

An Imaging and Blood Biomarkers Open Dataset on Alzheimer's Disease vs. Late Onset Bipolar Disorder

Besga, Ariadna, Chyzhyk, Darya, GraÃ±a, Manuel, Gonzalez-Pinto, Ana

Journal:

Frontiers in Aging Neuroscience

Year:

2020

File:

PDF, 160 KB

2020

11

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

Chyzhyk, Darya, Graña, Manuel, Öngür, Döst, Shinn, Ann K.

Journal:

International Journal of Neural Systems

Year:

2015

Language:

english

File:

PDF, 666 KB

english, 2015

12

Resting State Effective Connectivity Allows Auditory Hallucination Discrimination

Graña, Manuel, Ozaeta, Leire, Chyzhyk, Darya

Journal:

International Journal of Neural Systems

Year:

2017

Language:

english

File:

PDF, 2.54 MB

english, 2017

13

[IEEE 2018 International Workshop on Pattern Recognition in Neuroimaging (PRNI) - Singapore (2018.6.12-2018.6.14)] 2018 International Workshop on Pattern Recognition in Neuroimaging (PRNI) - Controlling a confound in predictive models with a test set minimizing its effect

Chyzhyk, Darya, Varoquaux, Gael, Thirion, Bertrand, Milham, Michael

Year:

2018

Language:

english

File:

PDF, 445 KB

english, 2018

14

Active Learning with Bootstrapped Dendritic Classifier applied to medical image segmentation

Chyzhyk, Darya, Ayerdi, Borja, Maiora, Josu

Journal:

Pattern Recognition Letters

Year:

2013

Language:

english

File:

PDF, 1.10 MB

english, 2013

15

Image Understanding Applications of Lattice Autoassociative Memories

Grana, Manuel, Chyzhyk, Darya

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2015

Language:

english

File:

PDF, 3.92 MB

english, 2015

16

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

Chyzhyk, Darya, Savio, Alexandre, Graña, Manuel

Journal:

Year:

2014

Language:

english

File:

PDF, 1.76 MB

english, 2014

17

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

Chyzhyk, Darya, Dacosta-Aguayo, Rosalía, Mataró, Maria, Graña, Manuel

Journal:

Year:

2015

Language:

english

File:

PDF, 3.91 MB

english, 2015

18

[IEEE 2012 12th International Conference on Hybrid Intelligent Systems (HIS) - Pune, India (2012.12.4-2012.12.7)] 2012 12th International Conference on Hybrid Intelligent Systems (HIS) - Hybrid multivariate morphology using lattice auto-associative memories for resting-state fMRI network discovery

Grana, Manuel, Chyzhyk, Darya

Year:

2012

Language:

english

File:

PDF, 1.01 MB

english, 2012

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