SiMix: A domain generalization method for cross-site brain MRI harmonization via site mixing
Xu, Chundan, Li, Jie, Wang, Yakui, Wang, Lixue, Wang, Yizhe, Zhang, Xiaofeng, Liu, Weiqi, Chen, Jingang, Vatian, Aleksandra, Gusarova, Natalia, Ye, Chuyang, Zheng, Zhuozhao
Published in NeuroImage (Orlando, Fla.) (01.10.2024)
Published in NeuroImage (Orlando, Fla.) (01.10.2024)
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Journal Article
Impact of Adversarial Examples on the Efficiency of Interpretation and Use of Information from High-Tech Medical Images
Vatian, Aleksandra, Gusarova, Natalia, Dobrenko, Natalia, Dudorov, Sergey, Nigmatullin, Niyaz, Shalyto, Anatoly, Lobantsev, Artem
Published in 2019 24th Conference of Open Innovations Association (FRUCT) (01.04.2019)
Published in 2019 24th Conference of Open Innovations Association (FRUCT) (01.04.2019)
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Conference Proceeding
Journal Article
Improving sign language processing via few-shot machine learning
Shovkoplias, G.F., Strokov, D.A., Kasantsev, D.V., Vatian, A.S., Asadulaev, A.A., Tomilov, I.V., Shalyto, A.A., Gusarova, N.F.
Published in Nauchno-tekhnicheskiĭ vestnik informat͡s︡ionnykh tekhnologiĭ, mekhaniki i optiki (01.06.2022)
Published in Nauchno-tekhnicheskiĭ vestnik informat͡s︡ionnykh tekhnologiĭ, mekhaniki i optiki (01.06.2022)
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Journal Article
Proactive selection of machine learning models for small sample sizes in cerebral stroke detection based on PAC-learning theory
Shovkoplias, Grigory, Vatian, Aleksandra, Gusarova, Natalia, Tomilov, Ivan, Lipina, Olga, Bobrova, Maria
Published in Procedia computer science (2023)
Published in Procedia computer science (2023)
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Journal Article
Correlation of Educational Material Ontology with the Individual Knowledge Structure of Students
Aleksandra Vatian, Natalia Dobrenko, Daria Korotaeva, Ekaterina Chikshova, Niyaz Nigmatullin, Nikolay Vedernikov, ̵Artem Vasilev
Published in Proceedings of the XXth Conference of Open Innovations Association FRUCT (01.11.2017)
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Published in Proceedings of the XXth Conference of Open Innovations Association FRUCT (01.11.2017)
Journal Article
Intellectualization of Knowledge Acquisition of Academic Texts as an Answer to Challenges of Modern Information Society
Vatian, Aleksandra, Dudorov, Sergey, Dobrenko, Natalia, Mairovich, Andrey, Osipov, Mikhail, Lobantsev, Artem, Shalyto, Anatoly, Gusarova, Natalia
Published in Electronic Governance and Open Society: Challenges in Eurasia (2019)
Published in Electronic Governance and Open Society: Challenges in Eurasia (2019)
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Book Chapter
The Influence of Emoji on the Internet Text Perception
Vatian, Aleksandra, Shapovalova, Antonina, Dobrenko, Natalia, Vedernikov, Nikolay, Nigmatullin, Niyaz, Vasilev, Artem, Stankevich, Andrei, Gusarova, Natalia
Published in Digital Transformation and Global Society (2018)
Published in Digital Transformation and Global Society (2018)
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Book Chapter
Adaptation of Algorithms for Medical Information Retrieval for Working on Russian-Language Text Content
Vatian, Aleksandra, Dobrenko, Natalia, Makarenko, Anastasia, Nigmatullin, Niyaz, Vedernikov, Nikolay, Vasilev, Artem, Stankevich, Andrey, Gusarova, Natalia, Shalyto, Anatoly
Published in Text, Speech, and Dialogue (2018)
Published in Text, Speech, and Dialogue (2018)
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Book Chapter
New Arabic Medical Dataset for Diseases Classification
Hammoud, Jaafar, Vatian, Aleksandra, Dobrenko, Natalia, Vedernikov, Nikolai, Shalyto, Anatoly, Gusarova, Natalia
Year of Publication 29.06.2021
Year of Publication 29.06.2021
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Journal Article
An ontology approach to storing educational information
Vatian, Aleksandra, Gusarova, Natalia, Artemova, Galina, Dobrenko, Natalia
Published in 2016 International FRUCT Conference on Intelligence, Social Media and Web (ISMW FRUCT) (04.09.2016)
Published in 2016 International FRUCT Conference on Intelligence, Social Media and Web (ISMW FRUCT) (04.09.2016)
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Conference Proceeding