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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">natszdrav</journal-id><journal-title-group><journal-title xml:lang="ru">Национальное здравоохранение</journal-title><trans-title-group xml:lang="en"><trans-title>National Health Care (Russia)</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2713-069X</issn><issn pub-type="epub">2713-0703</issn><publisher><publisher-name>Federal State Autonomous Educational Institution of Higher Education I.M. Sechenov First Moscow State Medical University of the Ministry of Health of the Russian Federation (Sechenov University)</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.47093/2713-069X.2021.2.2.5-12</article-id><article-id custom-type="elpub" pub-id-type="custom">natszdrav-130</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>ПЕРЕДОВАЯ СТАТЬЯ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>EDITORIAL</subject></subj-group></article-categories><title-group><article-title>Мировые тренды цифровой трансформации отрасли здравоохранения</article-title><trans-title-group xml:lang="en"><trans-title>Global trends in the digital transformation of the healthcare industry</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>Пугачев</surname><given-names>П. С.</given-names></name><name name-style="western" xml:lang="en"><surname>Pugachev</surname><given-names>P. S.</given-names></name></name-alternatives><bio xml:lang="ru"><p> заместитель Министра </p><p>пер. Рахмановский, д. 3, ГСП-4, г. Москва, 127994, Россия</p></bio><bio xml:lang="en"><p> deputy Minister</p><p>Rakhmanovsky lane, 3, GSP-4, Moscow, 127994, Russia</p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-7380-8460</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Гусев</surname><given-names>А. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Gusev</surname><given-names>A. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p> канд. тех. наук, директор по развитию бизнеса; старший научный сотрудник </p><p>набережная Варкауса, д. 17, г. Петрозаводск, 185031, Россия</p><p>ул. Петровка, д. 24, с. 1, г. Москва, 127051, Россия</p></bio><bio xml:lang="en"><p> Cand. of Sci. (Technology), Director of Business Development; Senior Researcher</p><p> Varkaus Embankment, 17, Petrozavodsk, 185031, Russia </p><p> Petrovka str., 24/1, Moscow, 127051, Russia </p><p> </p></bio><email xlink:type="simple">agusev@webiomed.ai</email><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-0098-1403</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Кобякова</surname><given-names>О. С.</given-names></name><name name-style="western" xml:lang="en"><surname>Kobyakova</surname><given-names>O. S.</given-names></name></name-alternatives><bio xml:lang="ru"><p> д-р мед. наук, профессор, директор</p><p>ул. Добролюбова, д. 11, г. Москва, 127254, Россия</p></bio><bio xml:lang="en"><p> Dr. of Sci. (Medicine), Professor, Director</p><p> Dobrolyubova str., 11, Moscow, 127254, Russia </p><p> </p></bio><xref ref-type="aff" rid="aff-3"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-4327-4418</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Кадыров</surname><given-names>Ф. Н.</given-names></name><name name-style="western" xml:lang="en"><surname>Kadyrov</surname><given-names>F. N.</given-names></name></name-alternatives><bio xml:lang="ru"><p> д-р экон. наук, профессор, заместитель директора по экономике здравоохранения </p><p>ул. Добролюбова, д. 11, г. Москва, 127254, Россия</p></bio><bio xml:lang="en"><p> Dr. of Sci. (Economics), Professor, Deputy Director for Health Economics </p><p> Dobrolyubova str., 11, Moscow, 127254, Russia </p></bio><xref ref-type="aff" rid="aff-3"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-8745-857X</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Гаврилов</surname><given-names>Д. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Gavrilov</surname><given-names>D. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p> руководитель медицинского направления </p><p>набережная Варкауса, д. 17, г. Петрозаводск, 185031, Россия</p></bio><bio xml:lang="en"><p> Head of the Medical Department</p><p> Varkaus Embankment, 17, Petrozavodsk, 185031, Russia </p></bio><xref ref-type="aff" rid="aff-4"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-2350-977X</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Новицкий</surname><given-names>Р. Э.</given-names></name><name name-style="western" xml:lang="en"><surname>Novitskii</surname><given-names>R. E.</given-names></name></name-alternatives><bio xml:lang="ru"><p> генеральный директор</p><p>набережная Варкауса, д. 17, г. Петрозаводск, 185031, Россия</p></bio><bio xml:lang="en"><p> General Director</p><p> Varkaus Embankment, 17, Petrozavodsk, 185031, Russia </p></bio><xref ref-type="aff" rid="aff-4"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-2990-7736</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Владзимирский</surname><given-names>А. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Vladzimirskii</surname><given-names>A. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p> д-р мед. наук, заместитель директора по научной работе; профессор кафедры информационных и интернет-технологий</p><p>ул. Петровка, д. 24, с. 1, г. Москва, 127051, Россия</p><p>ул. Трубецкая, д. 8, стр. 2, г. Москва, 119991, Россия</p></bio><bio xml:lang="en"><p> Dr. of Sci. (Medicine), Deputy Director for Research; Professor at Information and Internet Technologies Department</p><p> Petrovka str., 24/1, Moscow, 127051, Russia </p><p> Trubetskaya str., 8/2, Moscow, 119991,  Russia </p><p> </p></bio><xref ref-type="aff" rid="aff-5"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Министерство здравоохранения Российской Федерации</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Ministry of Health of the Russian Federation</institution><country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru"><institution>ООО «К-Скай»;&#13;
ГБУЗ г. Москвы «Научно-практический клинический центр диагностики и телемедицинских технологий Департамента здравоохранения города Москвы»</institution><country>Россия</country></aff><aff xml:lang="en"><institution>K-Sky LLC;&#13;
Research and Practical Clinical Center for Diagnostics and Telemedicine Technologies of the Moscow Health Care Department</institution><country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-3"><aff xml:lang="ru"><institution>ФГБУ «Центральный научно-исследовательский институт организации и информатизации здравоохранения» Минздрава России</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Federal Research Institute for Health Organization and Informatics of Ministry of Health of the Russian Federation</institution><country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-4"><aff xml:lang="ru"><institution>ООО «К-Скай»</institution><country>Россия</country></aff><aff xml:lang="en"><institution>K-Sky LLC</institution><country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-5"><aff xml:lang="ru"><institution>ГБУЗ г. Москвы «Научно-практический клинический центр диагностики и телемедицинских технологий Департамента здравоохранения города Москвы»;&#13;
ФГАОУ ВО «Первый Московский государственный медицинский университет имени И.М. Сеченова»&#13;
Минздрава России (Сеченовский Университет)</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Research and Practical Clinical Center for Diagnostics and Telemedicine Technologies of the Moscow Health Care Department;&#13;
Sechenov First Moscow State Medical University (Sechenov University) </institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2021</year></pub-date><pub-date pub-type="epub"><day>18</day><month>11</month><year>2021</year></pub-date><volume>2</volume><issue>2</issue><fpage>5</fpage><lpage>12</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Пугачев П.С., Гусев А.В., Кобякова О.С., Кадыров Ф.Н., Гаврилов Д.В., Новицкий Р.Э., Владзимирский А.В., 2022</copyright-statement><copyright-year>2022</copyright-year><copyright-holder xml:lang="ru">Пугачев П.С., Гусев А.В., Кобякова О.С., Кадыров Ф.Н., Гаврилов Д.В., Новицкий Р.Э., Владзимирский А.В.</copyright-holder><copyright-holder xml:lang="en">Pugachev P.S., Gusev A.V., Kobyakova O.S., Kadyrov F.N., Gavrilov D.V., Novitskii R.E., Vladzimirskii A.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.natszdrav.ru/jour/article/view/130">https://www.natszdrav.ru/jour/article/view/130</self-uri><abstract><p>Национальные системы здравоохранения испытывают ряд общих проблем глобального характера: рост численности населения, демографическое старение, распространенность хронических неинфекционных заболеваний, постоянный рост затрат на здравоохранение с одновременным увеличением дефицита ресурсов, включая кадровое обеспечение. Вместе с этим активное развитие информационных технологий, включая накопление больших данных, искусственный интеллект, телемедицина, удаленный мониторинг пациентов и всевозрастающая доступность высокопроизводительных мобильных устройств и высокоскоростного подключения к сети Интернет создают действительно уникальные перспективы для развития продуктов и сервисов цифрового здравоохранения. Рост инвестиций со стороны технологических гигантов и венчурных фондов является одним из главных драйверов цифровой трансформации здравоохранения. Все больше инновационных продуктов предлагается не для повышения эффективности существующих процессов внутри систем здравоохранения, а для создания новых, альтернативных способов получения медицинской помощи или сокращения проблем при ее оказании. Таким образом, ключевым заказчиком и пользователем продуктов цифрового здравоохранения постепенно становятся не руководители медицинских организаций, государственных органов управления здравоохранением или врачи, а непосредственно пациенты. В данной статье мы представили анализ имеющихся глобальных трендов и направлений развития рынка цифрового здравоохранения, сформировали свой образ будущего и выделили наиболее перспективные, на наш взгляд, сценарии и технологии для продуктов и сервисов в этой сфере.</p></abstract><trans-abstract xml:lang="en"><p>National health systems are experiencing a number of common global challenges: population growth, demographic ageing, the prevalence of chronic noncommunicable diseases, the constant growth of health-care costs, while increasing resource scarcity, including staffing. At the same time, the rapid development of information technologies, including the accumulation of big data, artificial intelligence, telemedicine, remote patient monitoring, and the increasing availability of high-performance mobile devices and a high-speed Internet connection create truly unique prospects for the development of digital healthcare products and services. Growth of investment from tech giants and venture capital funds is one of the main drivers of digital healthcare transformation. More and more innovative products are being offered not to enhance the effectiveness of existing processes within health systems, but to create new alternative ways to receive medical care or reduce problems in its delivery. Thus, a key customer and a user of digital healthcare products is gradually becoming not the heads of medical organizations, public health authorities or doctors, but patients themselves. In this article, we present an analysis of the existing global trends and directions of development of the digital healthcare market, form our image of the future and the most prospective scenarios and technologies for products and services in this area.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>цифровое здравоохранение</kwd><kwd>искусственный интеллект</kwd><kwd>машинное обучение</kwd><kwd>большие данные</kwd><kwd>системы поддержки принятия решений</kwd><kwd>телемедицина</kwd></kwd-group><kwd-group xml:lang="en"><kwd>digital healthcare</kwd><kwd>artificial intelligence</kwd><kwd>machine learning</kwd><kwd>big data</kwd><kwd>decision support systems</kwd><kwd>telemedicine</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Every two years the United Nations Population Division releases its World Population Prospects, a comprehensive set of demographic data that describe population trends at the global, regional and national levels. 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