Ватьян Александра Сергеевна

Статья

Голубев А.А., Ulizko M.V., Vatian A., Добренко Д.А., 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.

Статья

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.

Тезисы

Proactive selection of machine learning models for small sample sizes in cerebral stroke detection based on PAC-learning theory

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

Gusarova N., Tomilov I., Sukachev P., Vitian A., Shovkoplias G. Explainable artificial intelligence in the diagnosis of cardiovascular diseases in small samples. International Journal of E-Health and Medical Communications. 2023. pp. in press.

Тезисы

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

Статья

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.

Статья

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.

Учебник, учебное пособие

Системы искусственного интеллекта

Тезисы

Тезисы доклада Распознавание жестов с использованием сигналов с мышц человека

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Учебник, учебное пособие

Администрирование в информационных системах

Тезисы

Проблемно-ориентированное проектирование при разработке медицинских систем

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.