Text Categorization for Generation of a Historical Shipbuilding Ontology. - Galina Artemova; Kirill Boyarsky; Dmitri Gouzévitch; Natalia F. Gusarova; Natalia V. Dobrenko; Eugeny Kanevsky; Daria Petrova (KESW, 2014)

Subtopic Segmentation of Scientific Texts: Parameter Optimisation. - Natalia Avdeeva; Galina Artemova; Kirill Boyarsky; Natalia F. Gusarova; Natalia V. Dobrenko; Eugeny Kanevsky (KESW, 2015)

Feature Selection for Language Independent Text Forum Summarization. - Vladislav A. Grozin; Natalia F. Gusarova; Natalia V. Dobrenko (KESW, 2015)

Исследование специфики применения алгоритмов тематической сегментации для научных текстов (Specifics of Applying Topic Segmentation Algorithms to Scientific Texts). - Kirill Boyarsky; Natalia F. Gusarova; Natalia V. Dobrenko; Evgeny Kanevskiy; Natalia Avdeeva (DAMDID/RCDL, 2015)

Classification of pulmonary nodules on computed tomography scans. Evaluation of the effectiveness of application of textural features extracted using wavelet transform of image. - Marina Sergeeva; Igor Ryabchikov; Mark Glaznev; Natalia F. Gusarova (FRUCT, 2016)

Mining of Relevant and Informative Posts from Text Forums. - Kseniya Buraya; Vladislav Grozin; Vladislav Trofimov; Pavel Vinogradov; Natalia F. Gusarova (EGOSE, 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 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)

Software Tools for Manual Segmentation of Tomography Images Supporting Radiologist's Personal Context. - Vitalii Boitsov; Roman Soldatov; Rajdeep Niyogi; Alexandra Vatian; Nikolay Egorov; Anton Klochkov; Artem Lobantsev; Ekaterina Markova; Natalia F. Gusarova; Anatoly Shalyto 001; Alexey Zubanenko (FRUCT, 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 001; Artem Lobantsev (FRUCT, 2019)

Intelligent Support for Clinical Processes Based on Automaton Approach. - Alexandra Vatyan; Anna Tatarinova; Rajdeep Niyogi; Natalia V. Dobrenko; Mark Tkachenko; Natalia F. Gusarova; Anatoly Shalyto 001; Vitaly Boytsov; Nikolay Egorov; Tatiana Treshkur; Elena Ryngach (FRUCT, 2019)

Dialogue System for Service Desk of Complex Software Systems Based on Relational Concept Analysis. - Artem Beresnev; Aleksandr Zhdankin; Artem Lobantsev; Artem Vasiliev; Nikolay Vedernikov; Natalia F. Gusarova (ICGDA, 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)

Integration of Social Media Platforms and Specialized Web Resources for the Effective Use of High-tech Medical Information. - Alyona Kozyreva; Uliana Nazarenko; Grigory Shovkoplias; Artem Beresnev; Elizaveta Klevtsova; Natalia F. Gusarova (ICT4AWE, 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)

Using a New Nonlinear Gradient Method for Solving Large Scale Convex Optimization Problems with an Application on Arabic Medical Text. - Jaafar Hammoud; Ali Eisa; Natalia V. Dobrenko; Natalia F. Gusarova (CoRR, 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)

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)

Cooperative-Competitive Decision-Making in Resource Management: A Reinforcement Learning Perspective. - Artem Isakov; Danil Peregorodiev; Pavel Brunko; Ivan Tomilov; Natalia F. Gusarova; Alexandra 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)

Game-Theoretic Gradient Control for Robust Neural Network Training. - Maria Zaitseva; Ivan Tomilov; Natalia F. Gusarova (CoRR, 2025)