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)

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)

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)

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)

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)

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)