Svetlana Sushchinskaya

According to our database, Svetlana Sushchinskaya authored at least 8 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

A machine learning investigation of factors that contribute to predicting cognitive performance: Difficulty level, reaction time and eye-movements.

Valentina Bachurina, Svetlana Sushchinskaya, Maxim Sharaev, Evgeny Burnaev, Marie Arsalidou

Decis. Support Syst., 2022

2019

Ensemble of 3D CNN Regressors with Data Fusion for Fluid Intelligence Prediction.

Marina Pominova, Anna Kuzina, Ekaterina Kondrateva, Svetlana Sushchinskaya, Evgeny Burnaev, Vyacheslav Yarkin, Maxim Sharaev

Proceedings of the Adolescent Brain Cognitive Development Neurocognitive Prediction, 2019

2018

fMRI: preprocessing, classification and pattern recognition.

Maxim Sharaev, Alexander Andreev, Alexey Artemov, Alexander Bernstein, Evgeny Burnaev, Ekaterina Kondratyeva, Svetlana Sushchinskaya, Renat Akzhigitov

CoRR, 2018

Machine Learning pipeline for discovering neuroimaging-based biomarkers in neurology and psychiatry.

Alexander Bernstein, Evgeny Burnaev, Ekaterina Kondratyeva, Svetlana Sushchinskaya, Maxim Sharaev, Alexander Andreev, Alexey Artemov, Renat Akzhigitov

CoRR, 2018

MRI brain imagery processing software in data analysis.

Alexander Bernstein, Renat Akzhigitov, Ekaterina Kondrateva, Svetlana Sushchinskaya, Irina Samotaeva, Vladislav Gaskin

Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2018

Learning Connectivity Patterns via Graph Kernels for fMRI-Based Depression Diagnostics.

Maksim Sharaev, Alexey Artemov, Ekaterina Kondrateva, Sergei Ivanov, Svetlana Sushchinskaya, Alexander Bernstein, Andrzej Cichocki, Evgeny Burnaev

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

MRI-Based Diagnostics of Depression Concomitant with Epilepsy: In Search of the Potential Biomarkers.

Maksim Sharaev, Alexey Artemov, Ekaterina Kondratyeva, Svetlana Sushchinskaya, Evgeny Burnaev, Alexander Bernstein, Renat Akzhigitov, Alexander Andreev

Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018

Pattern Recognition Pipeline for Neuroimaging Data.

Maxim Sharaev, Alexander Andreev, Alexey Artemov, Evgeny Burnaev, Ekaterina Kondratyeva, Svetlana Sushchinskaya, Irina Samotaeva, Vladislav Gaskin, Alexander Bernstein

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2018