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<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">vtmed</journal-id><journal-title-group><journal-title xml:lang="ru">Виртуальные технологии в медицине</journal-title><trans-title-group xml:lang="en"><trans-title>Virtual Technologies in Medicine</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2686-7958</issn><issn pub-type="epub">2687-0037</issn><publisher><publisher-name>РОСОМЕД</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.46594/2687-0037_2026_3_2261</article-id><article-id custom-type="elpub" pub-id-type="custom">vtmed-2261</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>ТЕЗИСЫ</subject></subj-group></article-categories><title-group><article-title>Индивидуальный подбор параметров обучения на симуляторе офтальмоскопии «Офтальмосим» с использованием нейросетевых технологий</article-title><trans-title-group xml:lang="en"><trans-title>Individual selection of training parameters on the ophthalmoscopy simulator "Ophthalmosim" using neural network technologies</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Бакуткин</surname><given-names>В. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Bakutkin</surname><given-names>V. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>доктор медицинских наук, профессор</p></bio><email xlink:type="simple">bakutv@bk.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Бакуткин</surname><given-names>И. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Bakutkin</surname><given-names>I. V.Individual selection of training param</given-names></name></name-alternatives><email xlink:type="simple">bakutv@bk.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff xml:lang="ru" id="aff-1"><institution>ООО «Интемсис»</institution><country>Russian Federation</country></aff><pub-date pub-type="collection"><year>2026</year></pub-date><pub-date pub-type="epub"><day>28</day><month>09</month><year>2026</year></pub-date><volume>0</volume><issue>3</issue><fpage>194</fpage><lpage>195</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Бакуткин В.В., Бакуткин И.В., 2026</copyright-statement><copyright-year>2026</copyright-year><copyright-holder xml:lang="ru">Бакуткин В.В., Бакуткин И.В.</copyright-holder><copyright-holder xml:lang="en">Bakutkin V.V., Bakutkin I.V.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://www.medsim.ru/jour/article/view/2261">https://www.medsim.ru/jour/article/view/2261</self-uri><abstract><p>Симуляционное обучение является ключевым элементом подготовки офтальмологов, однако унифицированные программы не в полной мере учитывают индивидуальные особенности и исходный уровень подготовки обучающихся. Цель исследования — обосновать возможность и разработать концепцию интеллектуальной системы для автоматического индивидуального подбора параметров обучения (сложность клинических сценариев, время выполнения, частота и характер подсказок) на аппаратно-программном симуляторе офтальмоскопии «Офтальмосим» с применением нейросетевых алгоритмов.</p></abstract><trans-abstract xml:lang="en"><p>Simulation training is a key element of ophthalmologist training, but unified programs do not fully take into account the individual characteristics and initial level of training of students. The purpose of the study is to substantiate the possibility and develop the concept of an intelligent system for automatic individual selection of training parameters (complexity of clinical scenarios, execution time, frequency and nature of prompts) on the hardware and software ophthalmoscopy simulator "Ophthalmosim" using neural network algorithms.</p></trans-abstract></article-meta></front><back><ref-list><title>References</title></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
