Aleksandra Vatian
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
11
Venues
3
Active years
2018–2025
Best venue rank
Multiconference
Where they publish
Papers
11 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 |
| 2024 | ICCS | Graph-Based Data Representation and Prediction in Medical Domain Tasks Using Graph Neural Networks. | Sofiia Vdovkina, Ilya V. Derevitskii, Levon Abramyan, Aleksandra Vatian |
| 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 |
| 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 | 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 | 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 |