Natalia F. Gusarova
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
16
Venues
3
Active years
2016–2025
Best venue rank
C
Where they publish
Papers
16 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICCS | 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 |
| 2025 | ICCS | 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 |
| 2025 | ICCS | Explainable Artificial Intelligence for Doctors Decision Support in Diagnosing Spinal Pathologies. | Aleksandra Vatian, Alexey Zubanenko, Pavel Ulyanov, Alexander Golubev, Artem Beresnev, Natalia F. Gusarova |
| 2025 | IDEAL | Auto-Encoder Architecture for Dynamic Knowledge Graph Construction in Multi-Agent Systems. | Artem Isakov, Artem Zaglubotskii, Nikolai Konstantinov, Ivan Tomilov, Natalia F. Gusarova, Alexandra Vatian |
| 2025 | IDEAL | Detecting IT Infrastructure Anomalies in Cold Start Scenarios. | Alexandra Vatian, Artem Beresnev, Radmir Naumenko, Artem Isakov, Natalia F. Gusarova, Vladimir Grudinin |
| 2024 | IDEAL | Loss Function Role in Processing Sequences with Heavy-Tailed Distributions. | Mikhail Gritskikh, Artem Isakov, Natalia F. Gusarova, Dmitriy Dobrenko, Ivan Tomilov, Aleksandra Vatian |
| 2024 | IDEAL | Cooperative-Competitive Decision-Making in Resource Management: A Reinforcement Learning Perspective. | Artem Isakov, Danil Peregorodiev, Pavel Brunko, Ivan Tomilov, Natalia F. Gusarova, Alexandra Vatian |
| 2021 | ICCS | 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 |
| 2021 | IDEAL | New Arabic Medical Dataset for Diseases Classification. | Jaafar Hammoud, Aleksandra Vatian, Natalia V. Dobrenko, Nikolai Vedernikov, Anatoly Shalyto, Natalia F. Gusarova |
| 2019 | FRUCT | 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 |
| 2019 | FRUCT | 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 |
| 2019 | FRUCT | 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 |
| 2019 | IDEAL | 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 |
| 2019 | IDEAL | 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 |
| 2018 | IDEAL | 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 |
| 2016 | FRUCT | 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 |