Aleksandra Vatian

According to our database, Aleksandra Vatian authored at least 14 papers between 2018 and 2024.

Collaborative distances:

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

2024

SiMix: A domain generalization method for cross-site brain MRI harmonization via site mixing.

Chundan Xu, Jie Li, Yakui Wang, Lixue Wang, Yizhe Wang, Xiaofeng Zhang, Weiqi Liu, Jingang Chen, Aleksandra Vatian, Natalia F. Gusarova, Chuyang Ye, Zhuozhao Zheng

NeuroImage, 2024

Loss Function Role in Processing Sequences with Heavy-Tailed Distributions.

Mikhail Gritskikh, Artem Isakov, Natalia F. Gusarova, Dmitriy Dobrenko, Ivan Tomilov, Aleksandra Vatian

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2024, 2024

Graph-Based Data Representation and Prediction in Medical Domain Tasks Using Graph Neural Networks.

Sofiia Vdovkina, Ilya V. Derevitskii, Levon Abramyan, Aleksandra Vatian

Proceedings of the Computational Science - ICCS 2024, 2024

2021

New Arabic Medical Dataset for Diseases Classification.

Jaafar Hammoud, Aleksandra Vatian, Natalia V. Dobrenko, Nikolay Vedernikov, Anatoly Shalyto, Natalia F. Gusarova

CoRR, 2021

New Arabic Medical Dataset for Diseases Classification.

Jaafar Hammoud, Aleksandra Vatian, Natalia V. Dobrenko, Nikolai Vedernikov, Anatoly Shalyto, Natalia F. Gusarova

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021

De-identification of Medical Information for Forming Multimodal Datasets to Train Neural Networks.

Margarita Suzdaltseva, Alexandra Shamakhova, Natalia V. Dobrenko, Olga Alekseeva, Jaafar Hammoud, Natalia F. Gusarova, Aleksandra Vatian, Anatoly Shalyto

Proceedings of the 7th International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2021

Comparative Evaluation of Lung Cancer CT Image Synthesis with Generative Adversarial Networks.

Alexander Semiletov, Aleksandra Vatian, Maksim Krychkov, Natalia Khanzhina, Anton Klochkov, Aleksey Zubanenko, Roman Soldatov, Anatoly Shalyto, Natalia F. Gusarova

Proceedings of the Computational Science - ICCS 2021, 2021

2019

Retrieving and Processing Information from Clinical Algorithm via Formal Concept Analysis.

Aleksandra Vatian, Anna Tatarinova, Svyatoslav Osipov, Nikolai Egorov, Vitalii Boitsov, Elena Ryngach, Tatiana Treshkur, Anatoly Shalyto, Natalia F. Gusarova

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

Comparative Analysis of Approaches to Building Medical Dialog Systems in Russian.

Aleksandra Vatian, Natalia V. Dobrenko, Nikolai Andreev, Aleksandr Nemerovskii, Anastasia Nevochhikova, Natalia F. Gusarova

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

Design Patterns for Personalization of Healthcare Process.

Aleksandra Vatian, Sergey Dudorov, Aleksandr Ivchenko, Kirill Smirnov, Ekaterina Chikshova, Artem Lobantsev, Vladimir Parfenov, Anatoly Shalyto, Natalia F. Gusarova

Proceedings of the 2019 2nd International Conference on Geoinformatics and Data Analysis, 2019

Impact of Adversarial Examples on the Efficiency of Interpretation and Use of Information from High-Tech Medical Images.

Aleksandra Vatian, Natalia F. Gusarova, Natalia V. Dobrenko, Sergey Dudorov, Niyaz Nigmatullin, Anatoly Shalyto, Artem Lobantsev

Proceedings of the 24th Conference of Open Innovations Association, 2019

2018

Adaptation of Algorithms for Medical Information Retrieval for Working on Russian-Language Text Content.

Aleksandra Vatian, Natalia V. Dobrenko, Anastasia Makarenko, Niyaz Nigmatullin, Nikolay Vedernikov, Artem Vasilev, Andrey Stankevich, Natalia F. Gusarova, Anatoly Shalyto

Proceedings of the Text, Speech, and Dialogue - 21st International Conference, 2018

Specifics Analysis of Medical Communities in Social Network Services.

Artem Lobantsev, Aleksandra Vatian, Natalia V. Dobrenko, Andrey Stankevich, Anna Kaznacheeva, Vladimir Parfenov, Anatoly Shalyto, Natalia F. Gusarova

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Intellectualization of Knowledge Acquisition of Academic Texts as an Answer to Challenges of Modern Information Society.

Aleksandra Vatian, Sergey Dudorov, Natalia V. Dobrenko, Andrey Mairovich, Mikhail Osipov, Artem Lobantsev, Anatoly Shalyto, Natalia F. Gusarova

Proceedings of the Electronic Governance and Open Society: Challenges in Eurasia, 2018