2020

Interpretation of 3D CNNs for Brain MRI Data Classification
Maxim Kan, Ruslan Aliev, Anna Rudenko, Nikita Drobyshev, Nikita Petrashen, Ekaterina Kondrateva, Maxim Sharaev, Alexander Bernstein, Evgeny Burnaev
The 9th International Conference on Analysis of Images, Social Networks and Texts (AIST2020)
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Convolutional neural networks for automatic detection of Focal Cortical Dysplasia
Ruslan Aliev, Ekaterina Kondrateva, Oleg Bronov, Alexey Marinets, Sergey Subbotin, Maxim Sharaev, Alexander Bernstein, Evgeny Burnaev
The 9th International Conference on Analysis of Images, Social Networks and Texts (AIST2020)
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Fader Networks for domain adaptation on fMRI: ABIDE-II study
Marina Pominova, Ekaterina Kondrateva, Maxim Sharaev, Evgeny Burnaev, Alexander Bernstein
Thirteenth International Conference on Machine Vision (MV20)
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Domain Shift in Computer Vision Models for MRI Data Analysis: An Overview
Ekaterina Kondrateva, Marina Pominova, Elena Popova, Maxim Sharaev, Evgeny Burnaev, Alexander Bernstein
Thirteenth International Conference on Machine Vision (MV20)
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Machine learning models reproducibility and validation for MR images recognition
Ekaterina Kondrateva, Maxim Sharaev, Evgeny Burnaev, Alexander Bernstein, Irina Samotaeva
International Conference on Machine Vision 2019 (ICMV2019)

Basal ganglia lateralization in different types of reward
Marie Arsalidou, Sagana Vijayarajah, Maxim Sharaev

2019

Weakly supervised fine tuning approach for brain tumor segmentation problem
Sergey Pavlov, Alexey Artemov, Maxim Sharaev, Alexander Bernstein, Evgeny Burnaev
International Conference On Machine Learning And Applications 2019 (ICMLA 2019)

3D Deformable Convolutions for MRI classification
Marina Pominova, Ekaterina Kondrateva, Maxim Sharaev, Sergey Pavlov, Alexander Bernstein, Evgeny Burnaev
18th IEEE International Conference On Machine Learning And Applications 2019
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2018

MRI-based Diagnostics of Depression Concomitant with Epilepsy: in Search of the Potential Biomarkers
Maxim Sharaev, Alexey Artemov, Ekaterina Kondrateva, Svetlana Sushchinskaya, Evgeny Burnaev, Alexander Bernstein, Renat Akzhigitov, Alexander Andreev
IEEE 5th International Conference on Data Science and Advanced Analytics 2018

Functional brain areas mapping in patients with glioma based on resting-State fMRI data decomposition
Maxim Sharaev, Alexander Smirnov, Tatiana Melnikova-Pitskhelauri, Vyacheslav Orlov, Evgeny Burnaev, Igor Pronin, David Pitskhelauri, Alexander Bernstein
International Conference on Data Mining Workshops 2018 (ICDMW) 2018)

2017

Commentary: Selective Development of Anticorrelated Networks in the Intrinsic Functional Organization of the Human Brain
Marie Arsalidou, Maxim Sharaev, Tatiana Kotova, Olga Martynova