Darya Chyzhyk

Orcid: 0000-0002-9333-6122

According to our database1, Darya Chyzhyk authored at least 29 papers between 2010 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2019
Benchmarking functional connectome-based predictive models for resting-state fMRI.
NeuroImage, 2019

Dynamic Causal Modeling and machine learning for effective connectivity in Auditory Hallucination.
Neurocomputing, 2019

2018
Controlling a confound in predictive models with a test set minimizing its effect.
Proceedings of the 2018 International Workshop on Pattern Recognition in Neuroimaging, 2018

2017
Resting State Effective Connectivity Allows Auditory Hallucination Discrimination.
Int. J. Neural Syst., 2017

Brain White Matter Lesion Segmentation with 2D/3D CNN.
Proceedings of the Natural and Artificial Computation for Biomedicine and Neuroscience, 2017

A 2D/3D Convolutional Neural Network for Brain White Matter Lesion Detection in Multimodal MRI.
Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, 2017

2016
Image Understanding Applications of Lattice Autoassociative Memories.
IEEE Trans. Neural Networks Learn. Syst., 2016

Innovations in healthcare and medicine editorial.
Comput. Biol. Medicine, 2016

2015
Computer aided diagnosis of schizophrenia on resting state fMRI data by ensembles of ELM.
Neural Networks, 2015

Classification of schizophrenia patients on lattice computing resting-state fMRI features.
Neurocomputing, 2015

An active learning approach for stroke lesion segmentation on multimodal MRI data.
Neurocomputing, 2015

Discrimination of Schizophrenia Auditory Hallucinators by Machine Learning of Resting-State Functional MRI.
Int. J. Neural Syst., 2015

Some Results on Dynamic Causal Modeling of Auditory Hallucinations.
Proceedings of the Artificial Computation in Biology and Medicine, 2015

2014
Evolutionary ELM wrapper feature selection for Alzheimer's disease CAD on anatomical brain MRI.
Neurocomputing, 2014

Findings in resting-state fMRI by differences from K-means clustering.
Proceedings of the Innovation in Medicine and Healthcare 2014, 2014

Computer Aided Diagnosis of Schizophrenia Based on Local-Activity Measures of Resting-State fMRI.
Proceedings of the Hybrid Artificial Intelligence Systems - 9th International Conference, 2014

2013
Active Learning with Bootstrapped Dendritic Classifier applied to medical image segmentation.
Pattern Recognit. Lett., 2013

Cocaine Dependent Classification on MRI Data Extracting Features from Voxel Based Morphometry.
Proceedings of the Natural and Artificial Computation in Engineering and Medical Applications, 2013

Results on a Lattice Computing Based Group Analysis of Schizophrenic Patients on Resting State fMRI.
Proceedings of the Natural and Artificial Computation in Engineering and Medical Applications, 2013

Discrimination of Resting-State fMRI for Schizophrenia Patients with Lattice Computing Based Features.
Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013

2012
Hybrid dendritic computing with kernel-LICA applied to Alzheimer's disease detection in MRI.
Neurocomputing, 2012

Bootstrapped Dendritic Classifiers for Alzheimer's Disease classification on MRI features.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

Hybrid multivariate morphology using lattice auto-associative memories for resting-state fMRI network discovery.
Proceedings of the 12th International Conference on Hybrid Intelligent Systems, 2012

A Novel Lattice Associative Memory Based on Dendritic Computing.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

2011
Lattice independent component analysis for functional magnetic resonance imaging.
Inf. Sci., 2011

Neurocognitive disorder detection based on feature vectors extracted from VBM analysis of structural MRI.
Comput. Biol. Medicine, 2011

Optimal Hyperbox Shrinking in Dendritic Computing Applied to Alzheimer's Disease Detection in MRI.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2011

Exploration of LICA Detections in Resting State fMRI.
Proceedings of the New Challenges on Bioinspired Applications, 2011

2010
A Comparison of VBM Results by SPM, ICA and LICA.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010


  Loading...