Darya Chyzhyk

1.0k total citations
18 papers, 634 citations indexed

About

Darya Chyzhyk is a scholar working on Cognitive Neuroscience, Computer Vision and Pattern Recognition and Signal Processing. According to data from OpenAlex, Darya Chyzhyk has authored 18 papers receiving a total of 634 indexed citations (citations by other indexed papers that have themselves been cited), including 9 papers in Cognitive Neuroscience, 4 papers in Computer Vision and Pattern Recognition and 3 papers in Signal Processing. Recurrent topics in Darya Chyzhyk's work include Neural dynamics and brain function (8 papers), Functional Brain Connectivity Studies (7 papers) and Face and Expression Recognition (3 papers). Darya Chyzhyk is often cited by papers focused on Neural dynamics and brain function (8 papers), Functional Brain Connectivity Studies (7 papers) and Face and Expression Recognition (3 papers). Darya Chyzhyk collaborates with scholars based in Spain, United States and Poland. Darya Chyzhyk's co-authors include Manuel Graña, Alexandre Savio, Bertrand Thirion, Gaël Varoquaux, Milham Michael, Kamalaker Dadi, Alexandre Abraham, Mehdi Rahim, Döst Öngür and Ann K. Shinn and has published in prestigious journals such as NeuroImage, Information Sciences and IEEE Transactions on Neural Networks and Learning Systems.

In The Last Decade

Darya Chyzhyk

17 papers receiving 626 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Darya Chyzhyk Spain 12 362 162 148 94 83 18 634
Jingyu Liu China 13 396 1.1× 156 1.0× 118 0.8× 75 0.8× 81 1.0× 40 656
Dongren Yao United States 10 306 0.8× 111 0.7× 105 0.7× 65 0.7× 72 0.9× 19 478
Juntang Zhuang United States 10 460 1.3× 135 0.8× 158 1.1× 39 0.4× 63 0.8× 19 658
Tian Siva Tian United States 6 187 0.5× 137 0.8× 93 0.6× 46 0.5× 42 0.5× 10 520
Rudra P. K. Poudel United Kingdom 5 264 0.7× 167 1.0× 106 0.7× 104 1.1× 61 0.7× 5 582
Dimosthenis Tsagkrasoulis Greece 6 262 0.7× 173 1.1× 91 0.6× 59 0.6× 62 0.7× 11 631
Saman Sarraf Canada 11 358 1.0× 165 1.0× 116 0.8× 75 0.8× 156 1.9× 23 616
Tong He Singapore 7 330 0.9× 137 0.8× 97 0.7× 20 0.2× 54 0.7× 8 541

Countries citing papers authored by Darya Chyzhyk

Since Specialization
Citations

This map shows the geographic impact of Darya Chyzhyk's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Darya Chyzhyk with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Darya Chyzhyk more than expected).

Fields of papers citing papers by Darya Chyzhyk

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Darya Chyzhyk. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Darya Chyzhyk. The network helps show where Darya Chyzhyk may publish in the future.

Co-authorship network of co-authors of Darya Chyzhyk

This figure shows the co-authorship network connecting the top 25 collaborators of Darya Chyzhyk. A scholar is included among the top collaborators of Darya Chyzhyk based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Darya Chyzhyk. Darya Chyzhyk is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

18 of 18 papers shown
1.
Chyzhyk, Darya, et al.. (2025). Exploring Usability of a Clinical Decision Support System for Cancer Care: A User‐Centered Study. Cancer Reports. 8(3). e70173–e70173.
2.
Chyzhyk, Darya, Gaël Varoquaux, Michael P. Milham, & Bertrand Thirion. (2022). How to remove or control confounds in predictive models, with applications to brain biomarkers. GigaScience. 11. 36 indexed citations
3.
Dadi, Kamalaker, Mehdi Rahim, Alexandre Abraham, et al.. (2019). Benchmarking functional connectome-based predictive models for resting-state fMRI. NeuroImage. 192. 115–134. 212 indexed citations
4.
5.
Graña, Manuel, et al.. (2017). Dynamic Causal Modeling and machine learning for effective connectivity in Auditory Hallucination. Neurocomputing. 326-327. 61–68. 4 indexed citations
6.
Graña, Manuel, et al.. (2017). Resting State Effective Connectivity Allows Auditory Hallucination Discrimination. International Journal of Neural Systems. 27(5). 1750019–1750019. 20 indexed citations
7.
Besga, Ariadna, Darya Chyzhyk, Itxaso González–Ortega, et al.. (2016). Eigenanatomy on Fractional Anisotropy Imaging Provides White Matter Anatomical Features Discriminating Between Alzheimer's Disease and Late Onset Bipolar Disorder. Current Alzheimer Research. 13(5). 557–565. 6 indexed citations
8.
Besga, Ariadna, Enrique Echeburúa, Alexandre Savio, et al.. (2015). Discrimination between Alzheimer’s Disease and Late Onset Bipolar Disorder Using Multivariate Analysis. Frontiers in Aging Neuroscience. 7. 231–231. 27 indexed citations
9.
Chyzhyk, Darya, Alexandre Savio, & Manuel Graña. (2015). Computer aided diagnosis of schizophrenia on resting state fMRI data by ensembles of ELM. Neural Networks. 68. 23–33. 63 indexed citations
10.
Chyzhyk, Darya, Manuel Graña, Döst Öngür, & Ann K. Shinn. (2015). Discrimination of Schizophrenia Auditory Hallucinators by Machine Learning of Resting-State Functional MRI. International Journal of Neural Systems. 25(3). 1550007–1550007. 63 indexed citations
11.
Graña, Manuel & Darya Chyzhyk. (2015). Image Understanding Applications of Lattice Autoassociative Memories. IEEE Transactions on Neural Networks and Learning Systems. 27(9). 1920–1932. 18 indexed citations
12.
Chyzhyk, Darya & Manuel Graña. (2014). Classification of schizophrenia patients on lattice computing resting-state fMRI features. Neurocomputing. 151. 151–160. 4 indexed citations
13.
Chyzhyk, Darya, Rosalía Dacosta‐Aguayo, María Mataró, & Manuel Graña. (2014). An active learning approach for stroke lesion segmentation on multimodal MRI data. Neurocomputing. 150. 26–36. 24 indexed citations
14.
Chyzhyk, Darya, et al.. (2013). Active Learning with Bootstrapped Dendritic Classifier applied to medical image segmentation. Pattern Recognition Letters. 34(14). 1602–1608. 11 indexed citations
15.
Chyzhyk, Darya, Alexandre Savio, & Manuel Graña. (2013). Evolutionary ELM wrapper feature selection for Alzheimer's disease CAD on anatomical brain MRI. Neurocomputing. 128. 73–80. 64 indexed citations
16.
Graña, Manuel & Darya Chyzhyk. (2012). Hybrid multivariate morphology using lattice auto-associative memories for resting-state fMRI network discovery. 9. 537–542. 3 indexed citations
17.
Chyzhyk, Darya, et al.. (2011). Hybrid dendritic computing with kernel-LICA applied to Alzheimer's disease detection in MRI. Neurocomputing. 75(1). 72–77. 39 indexed citations
18.
Graña, Manuel, Darya Chyzhyk, Maite García‐Sebastián, & Carmen Hernández. (2010). Lattice independent component analysis for functional magnetic resonance imaging. Information Sciences. 181(10). 1910–1928. 26 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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