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 001; Natalia F. Gusarova (EGOSE, 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 001; Natalia F. Gusarova (IDEAL (1), 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 001 (TSD, 2018)

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 001; Artem Lobantsev (FRUCT, 2019)

Design Patterns for Personalization of Healthcare Process. - Aleksandra Vatian; Sergey Dudorov; Aleksandr Ivchenko; Kirill Smirnov 001; Ekaterina Chikshova; Artem Lobantsev; Vladimir Parfenov; Anatoly Shalyto 001; Natalia F. Gusarova (ICGDA, 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 (IDEAL (1), 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 001; Natalia F. Gusarova (IDEAL (1), 2019)

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 001; Natalia F. Gusarova (ICCS (3), 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 001 (ICT4AWE, 2021)

New Arabic Medical Dataset for Diseases Classification. - Jaafar Hammoud; Aleksandra Vatian; Natalia V. Dobrenko; Nikolai Vedernikov; Anatoly Shalyto 001; Natalia F. Gusarova (IDEAL, 2021)

New Arabic Medical Dataset for Diseases Classification. - Jaafar Hammoud; Aleksandra Vatian; Natalia V. Dobrenko; Nikolay Vedernikov; Anatoly Shalyto 001; Natalia F. Gusarova (CoRR, 2021)

Graph-Based Data Representation and Prediction in Medical Domain Tasks Using Graph Neural Networks. - Sofiia Vdovkina; Ilya V. Derevitskii; Levon Abramyan; Aleksandra Vatian (ICCS (4), 2024)

Loss Function Role in Processing Sequences with Heavy-Tailed Distributions. - Mikhail Gritskikh; Artem Isakov; Natalia F. Gusarova; Dmitriy Dobrenko; Ivan Tomilov; Aleksandra Vatian (IDEAL (1), 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)

Enhancing Medical Image Analysis with Multi-Task Learning Using Visual Transformers. - Aleksandra Vatian; Ivan Tomilov; Mikhail Gritskikh; Natalia V. Dobrenko; Anton Kharytonov; Yuliya Valitova; Natalia F. Gusarova (ICCS (Workshops 3), 2025)

Bayesianization of ML Models in Forecasting Small Data Sequences with Missing Values. - Aleksandra Vatian; Ivan Tomilov; Keram Goguev; Oksana Romakina; Anna Arsenyeva; Dmitriy Dobrenko; Natalia F. Gusarova (ICCS (Workshops 3), 2025)

Explainable Artificial Intelligence for Doctors Decision Support in Diagnosing Spinal Pathologies. - Aleksandra Vatian; Alexey Zubanenko; Pavel Ulyanov; Alexander Golubev; Artem Beresnev; Natalia F. Gusarova (ICCS (Workshops 2), 2025)