Aleksandra Vatian

18 papers C 2Misc 1Journal 3Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Bayesianization of ML Models in Forecasting Small Data Sequences with Missing Values. ICCS (Workshops 3) Aleksandra Vatian, Ivan Tomilov, Keram Goguev, Oksana Romakina, Anna Arsenyeva, Dmitriy Dobrenko, Natalia F. Gusarova
2025	—	`conf`	Enhancing Medical Image Analysis with Multi-Task Learning Using Visual Transformers. ICCS (Workshops 3) Aleksandra Vatian, Ivan Tomilov, Mikhail Gritskikh, Natalia V. Dobrenko, Anton Kharytonov, Yuliya Valitova, Natalia F. Gusarova
2025	—	`conf`	Explainable Artificial Intelligence for Doctors Decision Support in Diagnosing Spinal Pathologies. ICCS (Workshops 2) Aleksandra Vatian, Alexey Zubanenko, Pavel Ulyanov, Alexander Golubev, Artem Beresnev, Natalia F. Gusarova
2025	J	`jnl`	Feature Ranking on Small Samples: A Bayes-Based Approach. Entropy Aleksandra Vatian, Natalia F. Gusarova, Ivan Tomilov
2024	—	`conf`	Graph-Based Data Representation and Prediction in Medical Domain Tasks Using Graph Neural Networks. ICCS (4) Sofiia Vdovkina, Ilya V. Derevitskii, Levon Abramyan, Aleksandra Vatian
2024	—	`conf`	Loss Function Role in Processing Sequences with Heavy-Tailed Distributions. IDEAL (1) Mikhail Gritskikh, Artem Isakov, Natalia F. Gusarova, Dmitriy Dobrenko, Ivan Tomilov, Aleksandra Vatian
2024	J	`jnl`	SiMix: A domain generalization method for cross-site brain MRI harmonization via site mixing. NeuroImage 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
2021	—	`conf`	Comparative Evaluation of Lung Cancer CT Image Synthesis with Generative Adversarial Networks. ICCS (3) Alexander Semiletov, Aleksandra Vatian, Maksim Krychkov, Natalia Khanzhina, Anton Klochkov, Aleksey Zubanenko, Roman Soldatov, Anatoly Shalyto, Natalia F. Gusarova
2021	C	`conf`	De-identification of Medical Information for Forming Multimodal Datasets to Train Neural Networks. ICT4AWE Margarita Suzdaltseva, Alexandra Shamakhova, Natalia V. Dobrenko, Olga Alekseeva, Jaafar Hammoud, Natalia F. Gusarova, Aleksandra Vatian, Anatoly Shalyto
2021	C	`conf`	New Arabic Medical Dataset for Diseases Classification. IDEAL Jaafar Hammoud, Aleksandra Vatian, Natalia V. Dobrenko, Nikolai Vedernikov, Anatoly Shalyto, Natalia F. Gusarova
2021	J	`jnl`	New Arabic Medical Dataset for Diseases Classification. CoRR Jaafar Hammoud, Aleksandra Vatian, Natalia V. Dobrenko, Nikolay Vedernikov, Anatoly Shalyto, Natalia F. Gusarova
2019	—	`conf`	Comparative Analysis of Approaches to Building Medical Dialog Systems in Russian. IDEAL (1) Aleksandra Vatian, Natalia V. Dobrenko, Nikolai Andreev, Aleksandr Nemerovskii, Anastasia Nevochhikova, Natalia F. Gusarova
2019	—	`conf`	Design Patterns for Personalization of Healthcare Process. ICGDA Aleksandra Vatian, Sergey Dudorov, Aleksandr Ivchenko, Kirill Smirnov, Ekaterina Chikshova, Artem Lobantsev, Vladimir Parfenov, Anatoly Shalyto, Natalia F. Gusarova
2019	Misc	`conf`	Impact of Adversarial Examples on the Efficiency of Interpretation and Use of Information from High-Tech Medical Images. FRUCT Aleksandra Vatian, Natalia F. Gusarova, Natalia V. Dobrenko, Sergey Dudorov, Niyaz Nigmatullin, Anatoly Shalyto, Artem Lobantsev
2019	—	`conf`	Retrieving and Processing Information from Clinical Algorithm via Formal Concept Analysis. IDEAL (1) Aleksandra Vatian, Anna Tatarinova, Svyatoslav Osipov, Nikolai Egorov, Vitalii Boitsov, Elena Ryngach, Tatiana Treshkur, Anatoly Shalyto, Natalia F. Gusarova
2018	—	`conf`	Adaptation of Algorithms for Medical Information Retrieval for Working on Russian-Language Text Content. TSD Aleksandra Vatian, Natalia V. Dobrenko, Anastasia Makarenko, Niyaz Nigmatullin, Nikolay Vedernikov, Artem Vasilev, Andrey Stankevich, Natalia F. Gusarova, Anatoly Shalyto
2018	—	`conf`	Intellectualization of Knowledge Acquisition of Academic Texts as an Answer to Challenges of Modern Information Society. EGOSE Aleksandra Vatian, Sergey Dudorov, Natalia V. Dobrenko, Andrey Mairovich, Mikhail Osipov, Artem Lobantsev, Anatoly Shalyto, Natalia F. Gusarova
2018	—	`conf`	Specifics Analysis of Medical Communities in Social Network Services. IDEAL (1) Artem Lobantsev, Aleksandra Vatian, Natalia V. Dobrenko, Andrey Stankevich, Anna Kaznacheeva, Vladimir Parfenov, Anatoly Shalyto, Natalia F. Gusarova