Ватьян Александра Сергеевна English
- Ученая степень:
- кандидат технических наук
- Должность:
- Заместитель декана, доцент факультета инфокоммуникационных технологий
Старший научный сотрудник национального центра когнитивных разработок
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- +7 (921) 417-65-96
- Телефон
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- asvatian@itmo.ru
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Публикации
Golubev A.A., Ulizko M.V., Vatian A., Dobrenko D.A., Gusarova N., Чехуров Д.А., Сукачев П.П., Haythem Z.
Using siamese neural networks to identify short-term changes in ECG in life-threatening cases//3rd International Conference on Computers and Automation (CompAuto), 2024, pp. in press
Xu C., Li J., Wang Y., Wang L., Wang Y., Zhang X., Liu W., Chen J., Vatian A., Gusarova N., Ye С., Zheng Z.
SiMix: A domain generalization method for cross-site brain MRI harmonization via site mixing//NeuroImage, 2024, Vol. 299, pp. 120812 Подробнее
Leontev S., Simakova M., Lukinov V., Pishchulov K., Derevitskii I., Abramyan L., Vatian A.
Development of a VTE prediction model based on automatically selected features in glioma patients//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2024, Vol. 14835, pp. 387–395 Подробнее
Vatian A., Gusarova N., Tomilov I., Shilonosov V., Valitova J., Sashin V., Bobrova M., Mashechkov S., Polevaya T., Zubanenko A.
Topological data analysis for selection of machine learning models in cerebral stroke detection//Proceedings of the International Conferences on Big Data Analytics, Data Mining and Computational Intelligence 2024, BigDaCI 2024; Connected Smart Cities 2024, CSC 2024; and e-Health 2024, EH 2024, 2024, pp. 141-149
Vdovkina S., Derevitskii I., Abramyan L., Vatian A.
Graph-Based Data Representation and Prediction in Medical Domain Tasks Using Graph Neural Networks//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2024, Vol. 14835, pp. 371–378 Подробнее
Leontev S., Simakova M., Lukinov V., Pishchulov K., Derevitskii I., Abramyan L., Vatian A.
Development of a VTE Prediction Model Based on Automatically Selected Features in Glioma Patients//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2024, Vol. 14835, pp. 387–395 Подробнее
Isakov A., Peregorodiev D., Brunko P., Tomilov I., Gusarova N., Vatian A.
Cooperative-Competitive Decision-Making in Resource Management: A Reinforcement Learning Perspective//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2024, Vol. 15346, pp. 375-386 Подробнее
Gritskikh M., Isakov A., Gusarova N., Dobrenko D., Tomilov I., Vatian A.
Loss Function Role in Processing Sequences with Heavy-Tailed Distributions//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2024, Vol. 15346, pp. 361-374 Подробнее
Shovkoplias G., Vitian A., Gusarova N., Tomilov I.
Feature Ranking on Small Samples Based on Bayesian Inference//Journal of Artificial Intelligence Research, 2023, pp. in press
Закоулов И.С., Ватьян А.С.
Разработка плагина компилятора Kotlin для скрытия переменных в памяти JVM приложений // Современные технологии в теории и практике программирования: материалы научно-практической конференции студентов, аспирантов и молодых ученых (СПб, 26-27 апреля 2023 г.) -2023. - С. 133-134 Подробнее
Ватьян А.С., Голубев А.А., Гусарова Н.Ф., Добренко Н.В., Зубаненко А.А., Кустова Е.С., Татаринова А.А., Томилов И.В., Шовкопляс Г.Ф.
Интеллектуальная поддержка клинических решений при небольших выборках числа пациентов [Intelligent clinical decision support for small patient datasets] // Научно-технический вестник информационных технологий, механики и оптики [Scientific and Technical Journal of Information Technologies, Mechanics and Optics] -2023. - Т. 23. - № 3(145). - С. 595-607 Подробнее
Vitian A., Gusarova N., Tomilov I., Shalyto A.
Adversarial Examples in Processing of High-Tech Imaging Using DNN//International Journal of Artificial Intelligence, 2023, Vol. 21, No. 1, pp. 27-54 Подробнее
Gusarova N., Tomilov I., Zmievski D., Shilonosov V., Polevaya T., Vatyan A.
Explainable artificial intelligence in the diagnosis of cardiovascular diseases in small samples//Proceedings of the International Conferences on ICT, Society, and Human Beings 2023, ICT 2023; and e-Health 2023, EH 2023; Connected Smart Cities 2023, CSC 2023; and Big Data Analytics, Data Mining and Computational Intelligence 2023, BigDaCI 2023, 2023, pp. 175-182 Подробнее
Shovkoplias G., Vatian A., Gusarova N., Tomilov I., Lipina O., Bobrova M.
Proactive selection of machine learning models for small sample sizes in cerebral stroke detection based on PAC-learning theory//12th International Young Scientist Conference on Computational Science (YSC 2023), 2023
Ватьян А.С., Гусарова Н.Ф., Добренко Д.А., Панкова К.С., Томилов И.В.
Использование топологического анализа данных для построения байесовских нейронных сетей [Using topological data analysis for building Bayesan neural networks] // Научно-технический вестник информационных технологий, механики и оптики [Scientific and Technical Journal of Information Technologies, Mechanics and Optics] -2023. - Т. 23. - № 6(148). - С. 1187-1197 Подробнее
Shovkoplias G., Vatian A., Gusarova N., Tomilov I., Lipina O., Bobrova M.
Proactive selection of machine learning models for small sample sizes in cerebral stroke detection based on PAC-learning theory//Procedia Computer Science, 2023, Vol. 229, pp. 80-90 Подробнее
Ватьян А.С., Гусарова Н.Ф., Добренко Н.В., Змиевский Д.А., Кабышев М.В., Полевая Т.А., Татаринова А., Томилов И.В.
Автоматизированная оценка параметров электрокардиограмм в условиях пандемии COVID-19 [Automated evaluation of ECG parameters during the COVID-19 pandemic] // Научно-технический вестник информационных технологий, механики и оптики [Scientific and Technical Journal of Information Technologies, Mechanics and Optics] -2022. - Т. 22. - № 6(142). - С. 1166-1177 Подробнее
Shovkoplias G., Strokov D., Kasantsev D., Vatian A., Asadulaev A., Tomilov I., Shalyto A.A., Gusarova N.F.
Improving Sign Language Processing via Few-Shot Machine Learning//Научно-технический вестник информационных технологий, механики и оптики [Scientific and Technical Journal of Information Technologies, Mechanics and Optics], 2022, Vol. 22, No. 3(139), pp. 559-566 Подробнее
Строков Д.А., Казанцев Д.В., Ватьян А.С.
Строков Д.А., Казанцев Д.В. (науч. рук. Ватьян А.С.) Аспекты повышения надежности распознавания жестового языка с применением нейронных сетей в условиях малых выборок - 2022
Ватьян А.С., Гусарова Н.Ф., Добренко Н.В.
Системы искусственного интеллекта - 2022
Vitian A., Peredreev D., Rodiontsev K., Murzina A., Klevtsova E., Tatarinova A., Treshkur T., Shalyto A., Gusarova N.
Helping paramedics in assessing a patient's condition based on ECG by means of mobile phone//14th International Conference on ICT, Society, and Human Beings, ICT 2021, 18th International Conference on Web Based Communities and Social Media, WBC 2021 and 13th International Conference on e-Health, EH 2021 - Held at the 15th Multi-Conference on Computer Science and Information Systems, MCCSIS 2021, 2021, pp. 144-151
Suzdaltseva M., Shamakhova A.S., Dobrenko N., Alekseeva O.V., Hammoud J., Gusarova N., Vatian A., Shalyto A.A.
De-Identification of Medical Information for Forming Multimodal Datasets to Train Neural Networks//7th International Conference on Information and Communication Technologies for Ageing Well and e-Health, ICT4AWE 2021, 2021, pp. 163-170 Подробнее
Строков Д.А., Казанцев Д.В., Ватьян А.С.
Тезисы доклада Распознавание жестов с использованием сигналов с мышц человека - 2021
Pchelkin A., Gusarova N., Dobrenko N., Vatyan A.
Mobile Healthcare Service for Self-organization in Older Populations During a Pandemic//Communications in Computer and Information Science, 2021, Vol. 1395, pp. 379-390 Подробнее
Shovkoplias G., Tkachenko M., Asadulaev A., Alekseeva O., Dobrenko N., Kazantsev D., Vatian A., Shalyto A., Gusarova N.
Support for communication with deaf and dumb patients via Few-Shot Machine Learning//14th International Conference on ICT, Society, and Human Beings, ICT 2021, 18th International Conference on Web Based Communities and Social Media, WBC 2021 and 13th International Conference on e-Health, EH 2021 - Held at the 15th Multi-Conference on Computer Science and Information Systems, MCCSIS 2021, 2021, pp. 216-220
Semiletov A., Vatian A., Krychkov M., Khanzhina N., Klochkov A., Zubanenko A., Soldatov R., Shalyto A., Gusarova N.
Comparative Evaluation of Lung Cancer CT Image Synthesis with Generative Adversarial Networks//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2021, Vol. 12744, pp. 593-608 Подробнее
Hammoud J., Vatian A., Dobrenko N., Vedernikov N., Shalyto A., Gusarova N.
New Arabic Medical Dataset for Diseases Classification//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2021, Vol. 13113, pp. 196-203 Подробнее
Tkachenko M., Dobrenko N., Butorina D., Vatian A., Arazashvili A.
Analysis of data quality on adverse drug reactions and of methods for its improvement//Proceedings of the 12th IADIS International Conference e-Health 2020, EH 2020 - Part of the 14th Multi Conference on Computer Science and Information Systems, MCCSIS 2020, 2020, pp. 89-97
Lobantsev A., Beresnev A., Tkachenko M., Alekseeva O., Gusarova N., Vatian A., Shalyto A.
Creation of a Publicly Accessible Resource for Increasing the Volume of Freely Distributed Medical Datasets//Proceedings of the 13th IADIS International Conference ICT, Society and Human Beings 2020, ICT 2020 and Proceedings of the 6th IADIS International Conference Connected Smart Cities 2020, CSC 2020 and Proceedings of the 17th IADIS International Conference Web Based Communities and Social Media 2020, WBC 2020 - Part of the 14th Multi Conference on Computer Science and Information Systems, MCCSIS 2020, 2020, pp. 19-26
Lobantsev A., Gusarova N., Vatian A., Капитонов А., Shalyto A.
Comparative assessment of text-image fusion models for medical diagnostics [Cравнительная оценка моделей слияния текста и изображения для медицинской диагностики]//Информационно-управляющие системы [Informatsionno-Upravliaiushchie Sistemy], 2020, No. 5(108), pp. 70-79 Подробнее
Gusarova N.F., Klochkov A.P., Lobantcev A.A., Vatian A.S., Kabyshev M.V., Shalyto A.A., Tatarinova A., Treshkur T., Li M.
Generative augmentation to improve lung nodules detection in resource-limited settings [Генеративная аугментация для улучшения обнаружения узелков в легких в условиях ограниченных ресурсов]//Информационно-управляющие системы [Informatsionno-Upravliaiushchie Sistemy], 2020, No. 6(109), pp. 60-69 Подробнее
Shovkoplias G., Smirnov I., Tkachenko M., Gusarova N., Vatian A., Shalyto A., Niyogi R.
Verification of automata models for clinical decision support systems//Proceedings of the 12th IADIS International Conference e-Health 2020, EH 2020 - Part of the 14th Multi Conference on Computer Science and Information Systems, MCCSIS 2020, 2020, pp. 10-18
Shovkoplias G., Glekler E., Povyshev V., Hammoud J., Gusarova N., Vatian A., Shalyto A.
Application of automaton model to support rehabilitation of motor skills of patients//Proceedings of the 12th IADIS International Conference e-Health 2020, EH 2020 - Part of the 14th Multi Conference on Computer Science and Information Systems, MCCSIS 2020, 2020, pp. 39-46
Матвеева В.Д., Чикшова Е.А., Ватьян А.С., Филимонова И.В., Кокшаров Г.А.
Проблемно-ориентированное проектирование при разработке медицинских систем - 2019
Vatian A., Dudorov S., Ivchenko A., Smirnov K., Chikshova E., Lobantsev A., Parfenov V., Shalyto A., Gusarova N.
Design Patterns for Personalization of Healthcare Process//ACM International Conference Proceeding Series, 2019, Vol. F148261, pp. 83-88 Подробнее
Vatyan A., Dobrenko N., Tkachenko M., Gusarova N., Shalyto A., Boytsov V., Egorov N., Treshkur T., Ryngach E., Tatarinova A., Niyogi R.
Intelligent Support for Clinical Processes Based on Automaton Approach//Proceedings of the 25th Conference of Open Innovations Association FRUCT, 2019, pp. 361-372 Подробнее
Boitsov V., Vatian A., Egorov N., Klochkov A., Lobantsev A., Markova E., Gusarova N., Shalyto A., Zubanenko A., Soldatov R., Niyogi R.
Software Tools for Manual Segmentation of Tomography Images Supporting Radiologist’s Personal Context//Proceedings of the 25th Conference of Open Innovations Association FRUCT, 2019, pp. 64-76 Подробнее
Ватьян А.С., Береснев А.Д.
Администрирование в информационных системах - 2019
Vatian A., Gusarova N., Dobrenko N., Dudorov S., Nigmatullin N., Shalyto A., Lobantsev A.
Impact of Adversarial Examples on the Efficiency of Interpretation and Use of Information from High-Tech Medical Images//Proceedings of the 24th Conference of Open Innovations Association FRUCT, 2019, pp. 472-278 Подробнее
Vatian A., Ratnikova A., Gruntov A., Osipov S., Shalyto A.A., Gusarova N.F.
Using associative links for storing personalized medical information//Multi Conference on Computer Science and Information Systems; Proceedings of the International Conferences on E-health, 2019, pp. 211-215
Vatian A., Lobantsev A., Gorokhov N., Mirzayanov M., Korneev G., Gusarova N.F., Shalyto A.A.
Data processing approaches for lung CT-image analysis under resource constraints//Multi Conference on Computer Science and Information Systems; Proceedings of the International Conferences on E-health, 2019, pp. 19-26
Аксенов Ю.В., Добренко Н.В., Ватьян А.С., Капустин Р.О., Осипов С.В., Маврин П.Ю., Гусарова Н.Ф., Шалыто А.А.
Применение автоматного подхода для персонализированной поддержки клинических процессов в медицине [Automata approach for personalized support of clinical processes in healthcare] // Информационно-управляющие системы [Informatsionno-Upravliaiushchie Sistemy] -2019. - № 5(102). - С. 64-75 Подробнее
Vatian A., Gusarova N., Dobrenko N., Klochkov A., Nigmatullin N., Lobantsev A., Shalyto A.
Fusing of Medical Images and Reports in Diagnostics of Brain Diseases//ACM International Conference Proceeding Series, 2019, pp. 102-108 Подробнее
Vatian A., Gusarova N., Nigmatullin N., Dudorov S., Shalyto A., Korotaeva D.
Specifics of Transfer Learning in Processing of MRI Brain Images Using Deep Neural Networks//Cambridge Scholars, 2019, pp. in press
Vatian A.S., Tatarinova A., Osipov S., Egorov N., Boitsov V., Ryngach E., Treshkur T., Shalyto A., Gusarova N.
Retrieving and Processing Information from Clinical Algorithm via Formal Concept Analysis//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2019, Vol. 11871, pp. 166-174 Подробнее
Vatian A., Dobrenko N., Andreev N., Nemerovskii A., Nevochhikova A., Gusarova N.
Comparative Analysis of Approaches to Building Medical Dialog Systems in Russian//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2019, Vol. 11871, pp. 175-183 Подробнее
Vatian A., Dudorov S., Dobrenko N., Mairovich A., Osipov M., Lobantsev A., Shalyto A., Gusarova N.
Intellectualization of knowledge acquisition of academic texts as an answer to challenges of modern information society//Communications in Computer and Information Science, 2019, Vol. 947, pp. 138-153 Подробнее
Vatian A., Shapovalova A., Dobrenko N., Vedernikov N., Nigmatullin N., Vasilev A., Stankevich A., Gusarova N.
The Influence of Emoji on the Internet Text Perception//Communications in Computer and Information Science, 2018, Vol. 859, pp. 55-66 Подробнее
Vatian A., Dudorov S., Beresnev A., Vasilev A., Nigmatullin N., Vedernikov N., Stankevich A., Gusarova N., Shalyto A.
Topic modeling of text content for monitoring the employee’s efficiency via his internet activity//Multi Conference on Computer Science and Information Systems; Proceedings of the International Conferences on Big Data Analytics, Data Mining and Computational Intelligence 2018, Theory and Practice in Modern Computing 2018 and Connected Smart Cities 2018, MCCSIS 2018, 2018, pp. 43-50
Шаповалова А.И., Гусарова Н.Ф., Добренко Н.В., Ватьян А.С., Лобанцев А.А., Нигматуллин Н.Г., Васильев А.Т., Ведерников Н.В.
Исследование роли эмоджи в онлайн-сообществе // Научно-технический вестник информационных технологий, механики и оптики [Scientific and Technical Journal of Information Technologies, Mechanics and Optics] -2018. - Т. 18. - № 5(117). - С. 878-886 Подробнее
Vatian A., Dobrenko N., Makarenko A., Nigmatullin N., Vedernikov N., Vasilev A., Stankevich A., Gusarova N., Shalyto A.
Adaptation of Algorithms for Medical Information Retrieval for Working on Russian-Language Text Content//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2018, Vol. 11107, pp. 106-114 Подробнее
Лобанцев А.А., Ватьян А.С., Гусарова Н.Ф., Добренко Н.В.
Онтологическая система для хранения текущих результатов медицинской диагностики // Системный анализ и управление в биомедицинских системах -2018. - Т. 17. - № 1. - С. 106-113 Подробнее
Lobantsev A., Vatian A., Dobrenko N., Stankevich A., Kaznacheeva A.O., Parfenov V., Shalyto A., Gusarova N.
Specifics Analysis of Medical Communities in Social Network Services//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2018, Vol. 11314, pp. 195-203 Подробнее
Vatian A., Dobrenko N., Korotaeva D., Chikshova E., Nigmatullin N., Vedernikov N., Vasilev A.
Correlation of educational material ontology with the individual knowledge structure of students//Proceedings of the 21st Conference of Open Innovations Association FRUCT, 2017, pp. 519-524 Подробнее
Vatian A., Artemova G., Dobrenko N., Filatov A., Gusarova N.
An ontology based system for storing the research results on medical diagnostics//Communications in Computer and Information Science, 2017, Vol. 745, pp. 365-373 Подробнее
Коротаева Д.М., Чикшова Е.А., Добренко Н.В., Ватьян А.С.
Методика хранения и использования учебного контента в формате онтологии // Альманах научных работ молодых ученых Университета ИТМО -2017. - Т. 3. - С. 108-111 Подробнее
Артемова Г.О., Ватьян А.С., Гусарова Н.Ф., Добренко Н.В., Коротаева Д.М., Чикшова Е.А.
Соотнесение онтологии учебного материала с индивидуальной структурой знаний обучаемых // Дистанционное и виртуальное обучение -2017. - № 6(114). - С. 93-102 Подробнее
Artemova G., Gusarova N.F., Dobrenko N.V., Trofimov V., Vatian A.
Analysis of the classification methods of cancer types by computer tomography images//Communications in Computer and Information Science, 2016, Vol. 674, pp. 526-531 Подробнее
Ватьян А.С., Гусарова Н.Ф., Добренко Н.В.
Онтологический подход к хранению содержания образования // Дистанционное и виртуальное обучение -2016. - № 9(111). - С. 67-81 Подробнее
Vitian A., Gusarova N., Artemova G., Dobrenko N.
An Ontology Approach to Storing Educational Information//Proceedings of the International FRUCT Conference on Intelligence, Social Media and Web (ISMW FRUCT 2016) (Saint-Petersburg, 28 August-4 September 2016), 2016, pp. 7584772 Подробнее
Проекты
05/15/2023 - 12/31/2025
11/03/2022 - 12/31/2022
09/01/2022 - 06/30/2023
09/01/2021 - 06/30/2022
04/19/2021 - 12/31/2022
09/01/2020 - 06/30/2021
09/01/2019 - 06/30/2020
09/01/2018 - 06/30/2019
11/13/2017 - 08/31/2018