Voxelwise 3D Convolutional and Recurrent Neural Networks for Epilepsy and Depression Diagnostics from Structural and Functional MRI Data. - Marina Pominova; Alexey Artemov; Maksim Sharaev; Ekaterina Kondrateva; Alexander Bernstein; Evgeny Burnaev (ICDM Workshops, 2018)

3D Deformable Convolutions for MRI Classification. - Marina Pominova; Ekaterina Kondrateva; Maksim Sharaev; Alexander Bernstein; Sergey Pavlov; Evgeny Burnaev (ICMLA, 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 (ABCD-NP@MICCAI, 2019)

Domain shift in computer vision models for MRI data analysis: an overview. - Ekaterina Kondrateva; Marina Pominova; Maxim Sharaev; Alexander Bernstein; Evgeny Burnaev (ICMV, 2020)

Fader networks for domain adaptation on fMRI: ABIDE-II study. - Marina Pominova; Ekaterina Kondrateva; Maxim Sharaev; Alexander Bernstein; Evgeny Burnaev (ICMV, 2020)

Domain Shift in Computer Vision models for MRI data analysis: An Overview. - Ekaterina Kondrateva; Marina Pominova; Elena Popova; Maxim Sharaev; Alexander Bernstein; Evgeny Burnaev (CoRR, 2020)