Natalia F. Gusarova

According to our database, Natalia F. Gusarova authored at least 25 papers between 2014 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

Cooperative-Competitive Decision-Making in Resource Management: A Reinforcement Learning Perspective.

Artem Isakov, Danil Peregorodiev, Pavel Brunko, Ivan Tomilov, Natalia F. Gusarova, Alexandra Vatian

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

2021

New Arabic Medical Dataset for Diseases Classification.

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

CoRR, 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, 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

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

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

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

Proceedings of the 2019 2nd International Conference on Geoinformatics and Data Analysis, 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, Vitaly Boytsov, Nikolay Egorov, Tatiana Treshkur, Elena Ryngach

Proceedings of the 25th Conference of Open Innovations Association, 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

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, Alexey Zubanenko

Proceedings of the 25th 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

Mining of Relevant and Informative Posts from Text Forums.

Kseniya Buraya, Vladislav Grozin, Vladislav Trofimov, Pavel Vinogradov, Natalia F. Gusarova

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

2016

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

Proceedings of the 18th Conference of Open Innovations Association and Seminar on Information Security and Protection of Information Technology, 2016

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

Proceedings of the Selected Papers of the XVII International Conference on Data Analytics and Management in Data Intensive Domains (DAMDID/RCDL 2015), 2015

Feature Selection for Language Independent Text Forum Summarization.

Vladislav A. Grozin, Natalia F. Gusarova, Natalia V. Dobrenko

Proceedings of the Knowledge Engineering and Semantic Web - 6th International Conference, 2015

Subtopic Segmentation of Scientific Texts: Parameter Optimisation.

Natalia Avdeeva, Galina Artemova, Kirill Boyarsky, Natalia F. Gusarova, Natalia V. Dobrenko, Eugeny Kanevsky

Proceedings of the Knowledge Engineering and Semantic Web - 6th International Conference, 2015

2014

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

Proceedings of the Knowledge Engineering and the Semantic Web, 2014