| Benchmarking functional connectome-based predictive models for resting-state fMRI K Dadi, M Rahim, A Abraham, D Chyzhyk, M Milham, B Thirion, ... NeuroImage 192, 115-134, 2019 | 338 | 2019 |
| Computer aided diagnosis of schizophrenia on resting state fMRI data by ensembles of ELM D Chyzhyk, A Savio, M Graña Neural Networks 68, 23-33, 2015 | 96 | 2015 |
| Evolutionary ELM wrapper feature selection for Alzheimer's disease CAD on anatomical brain MRI D Chyzhyk, A Savio, M Graña Neurocomputing 128, 73-80, 2014 | 87 | 2014 |
| Discrimination of schizophrenia auditory hallucinators by machine learning of resting-state functional mri D Chyzhyk, M Graña, D Öngür, AK Shinn International journal of neural systems 25 (03), 1550007, 2015 | 80 | 2015 |
| Hybrid dendritic computing with kernel-LICA applied to Alzheimer's disease detection in MRI D Chyzhyk, M Grana, A Savio, J Maiora Neurocomputing 75 (1), 72-77, 2012 | 73 | 2012 |
| Neurocognitive disorder detection based on feature vectors extracted from VBM analysis of structural MRI A Savio, MT García-Sebastián, D Chyzhyk, C Hernandez, M Graña, ... Computers in biology and medicine 41 (8), 600-610, 2011 | 67 | 2011 |
| How to remove or control confounds in predictive models, with applications to brain biomarkers D Chyzhyk, G Varoquaux, M Milham, B Thirion GigaScience 11, giac014, 2022 | 57 | 2022 |
| Discrimination between Alzheimer’s disease and late onset bipolar disorder using multivariate analysis A Besga, I Gonzalez, E Echeburua, A Savio, B Ayerdi, D Chyzhyk, ... Frontiers in Aging Neuroscience 7, 231, 2015 | 42 | 2015 |
| Lattice independent component analysis for functional magnetic resonance imaging M Graña, D Chyzhyk, M García-Sebastián, C Hernández Information Sciences 181 (10), 1910-1928, 2011 | 39 | 2011 |
| Image Understanding Applications of Lattice Autoassociative Memories. M Grana, D Chyzhyk IEEE transactions on neural networks and learning systems, 2015 | 37 | 2015 |
| An active learning approach for stroke lesion segmentation on multimodal MRI data D Chyzhyk, R Dacosta-Aguayo, M Mataró, M Graña Neurocomputing 150, 26-36, 2015 | 36 | 2015 |
| Feature extraction from structural MRI images based on VBM: data from OASIS database D Chyzhyk, A Savio University of the Basque Country, Internal research publication, 2010 | 34 | 2010 |
| Resting state effective connectivity allows auditory hallucination discrimination M Graña, L Ozaeta, D Chyzhyk International journal of neural systems 27 (05), 1750019, 2017 | 27 | 2017 |
| White matter tract integrity in Alzheimer's disease vs. late onset bipolar disorder and its correlation with systemic inflammation and oxidative stress biomarkers A Besga, D Chyzhyk, I Gonzalez-Ortega, J Echeveste, M Graña-Lecuona, ... Frontiers in Aging Neuroscience 9, 179, 2017 | 22 | 2017 |
| Controlling a confound in predictive models with a test set minimizing its effect D Chyzhyk, G Varoquaux, B Thirion, M Milham 2018 International Workshop on Pattern Recognition in Neuroimaging (PRNI), 1-4, 2018 | 19 | 2018 |
| Active learning with bootstrapped dendritic classifier applied to medical image segmentation D Chyzhyk, B Ayerdi, J Maiora Pattern Recognition Letters 34 (14), 1602-1608, 2013 | 19 | 2013 |
| Optimal hyperbox shrinking in dendritic computing applied to Alzheimer’s disease detection in MRI D Chyzhyk, M Graña Soft Computing Models in Industrial and Environmental Applications, 6th …, 2011 | 18 | 2011 |
| A novel lattice associative memory based on dendritic computing GX Ritter, D Chyzhyk, G Urcid, M Graña Hybrid Artificial Intelligent Systems: 7th International Conference, HAIS …, 2012 | 11 | 2012 |
| Eigenanatomy on fractional anisotropy imaging provides white matter anatomical features discriminating between Alzheimer’s disease and late onset bipolar disorder A Besga, D Chyzhyk, I González-Ortega, A Savio, B Ayerdi, J Echeveste, ... Current Alzheimer Research 13 (5), 557-565, 2016 | 10 | 2016 |
| A 2D/3D convolutional neural network for brain white matter lesion detection in multimodal MRI L Roa-Barco, O Serradilla-Casado, M de Velasco-Vázquez, ... Proceedings of the 10th International Conference on Computer Recognition …, 2018 | 9 | 2018 |
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