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Ekaterina Kondrateva
Ekaterina Kondrateva
Skolkovo Institute of Science and Technology, Moscow, Russia
Подтвержден адрес электронной почты в домене skoltech.ru
Название
Процитировано
Процитировано
Год
Voxelwise 3d convolutional and recurrent neural networks for epilepsy and depression diagnostics from structural and functional mri data
M Pominova, A Artemov, M Sharaev, E Kondrateva, A Bernstein, ...
2018 IEEE International Conference on Data Mining Workshops (ICDMW), 299-307, 2018
222018
Pattern recognition pipeline for neuroimaging data
M Sharaev, A Andreev, A Artemov, E Burnaev, E Kondratyeva, ...
IAPR Workshop on Artificial Neural Networks in Pattern Recognition, 306-319, 2018
132018
A method for investigation of the acoustic reflex on the basis of impedance measurements
SP Dragan, AV Bogomolov, AD Kotlyar-Shapirov, EA Kondrat'eva
Biomedical Engineering 51 (1), 72, 2017
132017
Mri-based diagnostics of depression concomitant with epilepsy: in search of the potential biomarkers
M Sharaev, A Artemov, E Kondrateva, S Sushchinskaya, E Burnaev, ...
2018 IEEE 5th International Conference on Data Science and Advanced …, 2018
122018
3D deformable convolutions for MRI classification
M Pominova, E Kondrateva, M Sharaev, A Bernstein, S Pavlov, E Burnaev
2019 18th IEEE International Conference On Machine Learning And Applications …, 2019
112019
Learning connectivity patterns via graph kernels for fmri-based depression diagnostics
M Sharaev, A Artemov, E Kondrateva, S Ivanov, S Sushchinskaya, ...
2018 IEEE International Conference on Data Mining Workshops (ICDMW), 308-314, 2018
82018
Experimental study of displays in contralateral acoustic reflex auditory stimulation
SP Dragan, AV Bogomolov, AD Kotlyar-Shapirov, EA Kondrat’eva
Doklady Biochemistry and Biophysics 468 (1), 224-225, 2016
62016
Domain shift in computer vision models for mri data analysis: an overview
E Kondrateva, M Pominova, E Popova, M Sharaev, A Bernstein, ...
Thirteenth International Conference on Machine Vision 11605, 126-133, 2021
52021
Topological data analysis in computer vision
A Bernstein, E Burnaev, M Sharaev, E Kondrateva, O Kachan
Twelfth International Conference on Machine Vision (ICMV 2019) 11433, 114332H, 2020
52020
MRI brain imagery processing software in data analysis.
A Bernstein, R Akzhigitov, E Kondrateva, S Sushchinskaya, I Samotaeva, ...
MDA, 61-74, 2018
52018
Machine Learning pipeline for discovering neuroimaging-based biomarkers in neurology and psychiatry
A Bernstein, E Burnaev, E Kondratyeva, S Sushchinskaya, M Sharaev, ...
arXiv preprint arXiv:1804.10163, 2018
42018
Mathematical model of polyharmonic signal processing to study the state of the tympanic membrane
SP Dragan, AV Bogomolov, EA Kondrat'eva
2016 International Conference on Engineering and Telecommunication (EnT), 21-25, 2016
42016
Ensemble of 3D CNN regressors with data fusion for fluid intelligence prediction
M Pominova, A Kuzina, E Kondrateva, S Sushchinskaya, E Burnaev, ...
Challenge in Adolescent Brain Cognitive Development Neurocognitive …, 2019
32019
Fader networks for domain adaptation on fMRI: ABIDE-II study
M Pominova, E Kondrateva, M Sharaev, A Bernstein, E Burnaev
Thirteenth International Conference on Machine Vision 11605, 116051Z, 2021
12021
3DCNN interpretation facilitates MRI-based disease classification
D Petrova, E Kondrateva, M Sharaev
Openreview. net.[Online]. Available: https://openreview. net/pdf, 2021
12021
Convolutional neural networks for automatic detection of Focal Cortical Dysplasia
R Aliev, E Kondrateva, M Sharaev, O Bronov, A Marinets, S Subbotin, ...
International Conference on Cognitive Sciences, 582-588, 2020
12020
Machine learning models reproducibility and validation for MR images recognition
E Kondrateva, P Belozerova, M Sharaev, E Burnaev, A Bernstein, ...
Twelfth International Conference on Machine Vision (ICMV 2019) 11433, 114330Z, 2020
12020
A Method for Acoustic Stimulation of Muscle Tissue in Limbs
SP Dragan, AV Bogomolov, SM Razinkin, EA Kondrat’eva
Biomedical Engineering 53 (1), 36-39, 2019
12019
The effect of skull-stripping on transfer learning for 3D MRI models: ADNI data
P Druzhinina, E Kondrateva
2022
Do we really need all these preprocessing steps in brain MRI segmentation?
E Kondrateva, P Druzhinina, A Kurmukov
2022
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Статьи 1–20