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<article 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" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" article-type="review-article" dtd-version="1.2" xml:lang="en"><front><journal-meta><journal-id journal-id-type="publisher-id">Russian Journal of Skin and Venereal Diseases</journal-id><journal-title-group><journal-title xml:lang="en">Russian Journal of Skin and Venereal Diseases</journal-title><trans-title-group xml:lang="ru"><trans-title>Российский журнал кожных и венерических болезней</trans-title></trans-title-group></journal-title-group><issn publication-format="print">1560-9588</issn><issn publication-format="electronic">2412-9097</issn><publisher><publisher-name xml:lang="en">Eco-Vector</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="publisher-id">698205</article-id><article-id pub-id-type="doi">10.17816/dv698205</article-id><article-id pub-id-type="edn">SXIAOO</article-id><article-categories><subj-group subj-group-type="toc-heading" xml:lang="en"><subject>DERMATOLOGY</subject></subj-group><subj-group subj-group-type="toc-heading" xml:lang="ru"><subject>ДЕРМАТОЛОГИЯ</subject></subj-group><subj-group subj-group-type="article-type"><subject>Review Article</subject></subj-group></article-categories><title-group><article-title xml:lang="en">The role of artificial intelligence in dermatology: prospects for transforming education, science, and clinical practice in the diagnosis of psoriasis and atopic dermatitis</article-title><trans-title-group xml:lang="ru"><trans-title>Роль искусственного интеллекта в дерматологии: перспективы трансформации образования, науки и клинической практики в диагностике псориаза и атопического дерматита</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-9877-1262</contrib-id><contrib-id contrib-id-type="spin">6884-0480</contrib-id><name-alternatives><name xml:lang="en"><surname>Ardalina</surname><given-names>Oksana O.</given-names></name><name xml:lang="ru"><surname>Ардалина</surname><given-names>Оксана Олеговна</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><email>ardalinaoo@mail.ru</email><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0003-5388-7733</contrib-id><contrib-id contrib-id-type="spin">4615-2340</contrib-id><name-alternatives><name xml:lang="en"><surname>Grebennikova</surname><given-names>Inna P.</given-names></name><name xml:lang="ru"><surname>Гребенникова</surname><given-names>Инна Павловна</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><email>inna.pavlovna.gr@mail.ru</email><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0006-5001-615X</contrib-id><contrib-id contrib-id-type="spin">7637-4480</contrib-id><name-alternatives><name xml:lang="en"><surname>Shvets</surname><given-names>Alexandra S.</given-names></name><name xml:lang="ru"><surname>Швец</surname><given-names>Александра Сергеевна</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><email>alexasal94@mail.ru</email><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-4805-6981</contrib-id><contrib-id contrib-id-type="spin">6285-9987</contrib-id><name-alternatives><name xml:lang="en"><surname>Epifanova</surname><given-names>Anna Yu.</given-names></name><name xml:lang="ru"><surname>Епифанова</surname><given-names>Анна Юрьевна</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><email>annepifanova@mail.ru</email><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0000-8306-1922</contrib-id><contrib-id contrib-id-type="spin">7569-1472</contrib-id><name-alternatives><name xml:lang="en"><surname>Gabrelyan</surname><given-names>Polina I.</given-names></name><name xml:lang="ru"><surname>Габрелян</surname><given-names>Полина Ивановна</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><email>pollimolli2105@gmail.com</email><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-7214-3156</contrib-id><contrib-id contrib-id-type="spin">3018-8421</contrib-id><name-alternatives><name xml:lang="en"><surname>Morrison</surname><given-names>Anna V.</given-names></name><name xml:lang="ru"><surname>Моррисон</surname><given-names>Анна Витальевна</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><bio xml:lang="en"><p>MD, Cand. Sci. (Medicine), Assistant Professor</p>
<p> </p></bio><bio xml:lang="ru"><p>канд. мед. наук, доцент</p>
<p> </p></bio><email>morrison-av@rambler.ru</email><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-9752-1352</contrib-id><contrib-id contrib-id-type="spin">9205-0670</contrib-id><name-alternatives><name xml:lang="en"><surname>Yeremina</surname><given-names>Maria G.</given-names></name><name xml:lang="ru"><surname>Еремина</surname><given-names>Мария Геннадьевна</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><bio xml:lang="en"><p>MD, Dr. Sci. (Medicine), Assistant Professor</p>
<p> </p></bio><bio xml:lang="ru"><p>д-р мед. наук, профессор, доцент</p>
<p> </p></bio><email>913693@mail.ru</email><xref ref-type="aff" rid="aff1"/></contrib></contrib-group><aff-alternatives id="aff1"><aff><institution xml:lang="en">Saratov State Medical University named after V. I. Razumovsky</institution></aff><aff><institution xml:lang="ru">Саратовский государственный медицинский университет имени В.И. Разумовского</institution></aff></aff-alternatives><pub-date date-type="preprint" iso-8601-date="2026-05-17" publication-format="electronic"><day>17</day><month>05</month><year>2026</year></pub-date><pub-date date-type="pub" iso-8601-date="2026-07-03" publication-format="electronic"><day>03</day><month>07</month><year>2026</year></pub-date><volume>29</volume><issue>3</issue><issue-title xml:lang="en"/><issue-title xml:lang="ru"/><fpage>335</fpage><lpage>344</lpage><history><date date-type="received" iso-8601-date="2025-12-09"><day>09</day><month>12</month><year>2025</year></date><date date-type="accepted" iso-8601-date="2026-04-06"><day>06</day><month>04</month><year>2026</year></date></history><permissions><copyright-statement xml:lang="en">Copyright ©; 2026, Eco-Vector</copyright-statement><copyright-statement xml:lang="ru">Copyright ©; 2026, Эко-Вектор</copyright-statement><copyright-year>2026</copyright-year><copyright-holder xml:lang="en">Eco-Vector</copyright-holder><copyright-holder xml:lang="ru">Эко-Вектор</copyright-holder><ali:free_to_read xmlns:ali="http://www.niso.org/schemas/ali/1.0/" start_date="2029-07-03"/><license><ali:license_ref xmlns:ali="http://www.niso.org/schemas/ali/1.0/">https://creativecommons.org/licenses/by-nc-nd/4.0/</ali:license_ref></license></permissions><self-uri xlink:href="https://rjsvd.com/1560-9588/article/view/698205">https://rjsvd.com/1560-9588/article/view/698205</self-uri><abstract xml:lang="en"><p>The ability to accumulate and process vast amounts of data, made possible by the rapid progress of information technology over the past two decades, has led to tremendous advances in the field of artificial intelligence.</p> <p>In scientific publications, artificial intelligence is defined as “a branch of interdisciplinary science and technology that involves imbuing technical systems with capabilities similar to those of human intelligence in a specific domain.” In a legal context, artificial intelligence is “a set of information technologies that enable, based on certain systems, the performance of tasks comparable to the level of human intelligence.”</p> <p>Currently, the Russian Federation is actively working on creating artificial intelligence with rudiments of its own thinking. The question of whether a neural network can form its own point of view and stable preferences remains open.</p> <p>The adoption of the latest technologies is expanding to an increasing number of areas, including healthcare.</p> <p>This review includes current research in which key aspects of the use of artificial intelligence, virtual reality, and augmented reality are considered as tools for enhancing the productivity of educational, scientific, and clinical activities. The main purpose of using artificial intelligence is to support brainstorming and idea generation, rather than finding definitive solutions. Despite its imperfections, proper use of artificial intelligence saves time and allows users to focus on more complex and productive tasks.</p> <p> </p> <p> </p></abstract><trans-abstract xml:lang="ru"><p>Способность накапливать и обрабатывать огромные массивы данных, ставшая возможной благодаря стремительному прогрессу информационных технологий за последние два десятилетия, привела к колоссальным достижениям в области искусственного интеллекта.</p> <p>Научная литература даёт определение искусственному интеллекту как разделу междисциплинарной науки и технологий, связанному с приданием техническим системам некоторых способностей, присущих человеческому интеллекту в определённой предметной области. Если же говорить о юридическом понимании, то искусственный интеллект есть «совокупность информационных технологий, позволяющих на базе тех или иных систем выполнять задачи, сравнимые с уровнем человеческого интеллекта».</p> <p>В настоящее время в Российской Федерации активно ведутся работы по созданию искусственного интеллекта с зачатками собственного мышления. Вопрос, может ли нейросеть сформировать свою точку зрения и устойчивые предпочтения, остаётся открытым.</p> <p>Процесс освоения новейших технологий охватывает всё больше направлений деятельности, включая сферу здравоохранения.</p> <p>В данный обзор включены современные исследования, в которых ключевые аспекты, касающиеся использования искусственного интеллекта, технологий виртуальной, а также дополненной реальности, рассматриваются в качестве инструментов, повышающих производительность образовательной, научной и лечебной деятельности. Основная цель использования искусственного интеллекта заключается в содействии мозговому штурму и генерации идей, а не в поиске окончательных решений. Несмотря на несовершенство, правильное использование искусственного интеллекта способствует экономии времени и позволяет сосредоточиться на более сложных и продуктивных задачах.</p> <p> </p> <p> </p></trans-abstract><kwd-group xml:lang="en"><kwd>artificial intelligence</kwd><kwd>AI</kwd><kwd>review</kwd><kwd>neural network</kwd><kwd>VR/AR</kwd><kwd>medicine</kwd><kwd>education</kwd><kwd>clinical practice</kwd><kwd>dermatology</kwd><kwd>psoriasis</kwd><kwd>atopic dermatitis</kwd><kwd>ethics</kwd></kwd-group><kwd-group xml:lang="ru"><kwd>искусственный интеллект</kwd><kwd>ИИ</kwd><kwd>обзор</kwd><kwd>нейросеть</kwd><kwd>VR/AR</kwd><kwd>медицина</kwd><kwd>образование</kwd><kwd>клиническая практика</kwd><kwd>дерматология</kwd><kwd>псориаз</kwd><kwd>атопический дерматит</kwd><kwd>этика</kwd></kwd-group><funding-group/></article-meta></front><body></body><back><ref-list><ref id="B1"><label>1.</label><mixed-citation>Buravlev AI, Vetoshkin VM. 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