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<article article-type="review-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">safetyrisk</journal-id><journal-title-group><journal-title xml:lang="ru">Безопасность и риск фармакотерапии</journal-title><trans-title-group xml:lang="en"><trans-title>Safety and Risk of Pharmacotherapy</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2312-7821</issn><issn pub-type="epub">2619-1164</issn><publisher><publisher-name>Federal State Budgetary Institution ‘Scientific Centre for Expert Evaluation of Medicinal Products’ of the Ministry of Health of the Russian Federation (FSBI ‘SCEEMP’)</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.30895/2312-7821-2023-11-4-409-422</article-id><article-id custom-type="elpub" pub-id-type="custom">safetyrisk-387</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>ГЛАВНАЯ ТЕМА: ИСКУССТВЕННЫЙ ИНТЕЛЛЕКТ В ЗДРАВООХРАНЕНИИ: ПОЛЬЗА И РИСКИ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>MAIN TOPIC: ARTIFICIAL INTELLIGENCE IN HEALTHCARE: RISKS AND BENEFITS</subject></subj-group></article-categories><title-group><article-title>Цифровое сопровождение фармакотерапии для соблюдения режима приема лекарственных препаратов</article-title><trans-title-group xml:lang="en"><trans-title>Digital Pharmacotherapy Support for Medication Adherence</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0004-1068-8088</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Заверячев</surname><given-names>С. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Zaveryachev</surname><given-names>S. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Заверячев Станислав Артемович</p><p>ул. Трубецкая, д. 8, стр. 2, Москва, 119991</p></bio><bio xml:lang="en"><p>Stanislav A. Zaveryachev</p><sec><title>8/2 Trubetskaya St., Moscow 119991</title><p> </p></sec></bio><email xlink:type="simple">szaver4@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0006-0132-106X</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Лотник</surname><given-names>Е. Е.</given-names></name><name name-style="western" xml:lang="en"><surname>Lotnik</surname><given-names>E. E.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Лотник Екатерина Евгеньевна</p><p>ул. Трубецкая, д. 8, стр. 2, Москва, 119991</p></bio><bio xml:lang="en"><p>Ekaterina E. Lotnik</p><sec><title>8/2 Trubetskaya St., Moscow 119991</title></sec></bio><email xlink:type="simple">lotnikk@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0002-3078-6270</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Гилавян</surname><given-names>М. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Gilavyan</surname><given-names>M. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Гилавян Мариам Артуровна</p><p>ул. Трубецкая, д. 8, стр. 2, Москва, 119991</p></bio><bio xml:lang="en"><p>Mariam A. Gilavyan</p><sec><title>8/2 Trubetskaya St., Moscow 119991</title></sec></bio><email xlink:type="simple">m.gilavyan@yandex.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0005-0327-7050</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Юсуповская</surname><given-names>Е. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Yusupovskaya</surname><given-names>E. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Юсуповская Елена Александровна</p><p>ул. Трубецкая, д. 8, стр. 2, Москва, 119991</p></bio><bio xml:lang="en"><p>Elena A. Yusupovskaya </p><sec><title>8/2 Trubetskaya St., Moscow 119991</title></sec></bio><email xlink:type="simple">darkblueberrypie@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-7309-2215</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Кошечкин</surname><given-names>К. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Koshechkin</surname><given-names>K. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Кошечкин Константин Александрович, д-р фарм. наук, профессор</p><p>ул. Трубецкая, д. 8, стр. 2, Москва, 119991</p></bio><bio xml:lang="en"><p>Konstantin A. Koshechkin</p><sec><title>8/2 Trubetskaya St., Moscow 119991</title></sec></bio><email xlink:type="simple">koshechkin_k_a@staff.sechenov.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru">Федеральное государственное автономное образовательное учреждение высшего образования «Первый Московский государственный медицинский университет им. И.М. Сеченова» Министерства здравоохранения Российской Федерации (Сеченовский Университет)<country>Россия</country></aff><aff xml:lang="en">I.M. Sechenov First Moscow State Medical University (Sechenov University)<country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2023</year></pub-date><pub-date pub-type="epub"><day>17</day><month>10</month><year>2023</year></pub-date><volume>11</volume><issue>4</issue><fpage>409</fpage><lpage>422</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Заверячев С.А., Лотник Е.Е., Гилавян М.А., Юсуповская Е.А., Кошечкин К.А., 2023</copyright-statement><copyright-year>2023</copyright-year><copyright-holder xml:lang="ru">Заверячев С.А., Лотник Е.Е., Гилавян М.А., Юсуповская Е.А., Кошечкин К.А.</copyright-holder><copyright-holder xml:lang="en">Zaveryachev S.A., Lotnik E.E., Gilavyan M.A., Yusupovskaya E.A., Koshechkin K.A.</copyright-holder><license 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.risksafety.ru/jour/article/view/387">https://www.risksafety.ru/jour/article/view/387</self-uri><abstract><sec><title>Актуальность</title><p>Актуальность. Соблюдение режима приема лекарственных препаратов (ЛП) является одним из важных условий эффективного и безопасного лечения. Контроль выполнения назначений проводят путем оценки врачом динамики состояния пациента, путем подсчета принятых таблеток и другими косвенными методами. Для увеличения приверженности пациентов к соблюдению режима приема ЛП возможно использование цифровых технологий.</p></sec><sec><title>Цель</title><p>Цель. Провести обзор данных литературы о влиянии режима приема лекарственных препаратов на их эффективность и о цифровых решениях для сопровождения фармакотерапии.</p></sec><sec><title>Обсуждение</title><p>Обсуждение. Низкая приверженность лечению — значимый фактор риска для пациентов. Показано, что наиболее распространенными нарушениями являются пропуск или несвоевременный прием ЛП, а риск ошибок значительно повышается при применении ЛП по индивидуальной схеме по сравнению с классическим вариантом ежедневного приема. Среди значимых последствий нарушения режима приема препарата — обострение заболевания, недостаточная эффективность лечения, развитие нежелательных реакций, лекарственная устойчивость. Перспективными техническими и программными подходами, позволяющими оказать поддержку пациенту для соблюдения режима приема ЛП, являются инновационные технологические решения (таблетницы, флаконы с электронными системами напоминания о времени приема ЛП, цифровые таблетки, интеллектуальные системы контроля приема препаратов), приложения для мобильных телефонов, чат-боты.</p></sec><sec><title>Выводы</title><p>Выводы. Показано, что использование цифровых решений для сопровождения фармакотерапии приводит к повышению приверженности пациентов к соблюдению режима приема ЛП и позволяет индивидуализировать схему терапии. Для выбора наиболее перспективных направлений и разработки новых цифровых технологий для контроля фармакотерапии необходимо проведение дальнейших исследований.</p></sec></abstract><trans-abstract xml:lang="en"><sec><title>Scientific relevance</title><p>Scientific relevance. Medication adherence is an important condition for effective and safe treatment. The adherence of patients to prescriptions is tracked by assessing their condition, counting the pills taken, and using other indirect methods. Digital technologies can help healthcare providers improve their patients’ medication adherence.</p></sec><sec><title>Aim</title><p>Aim. The authors aimed to review literature describing the medication adherence impact on treatment effectiveness, as well as digital solutions accompanying pharmacotherapy.</p></sec><sec><title>Discussion</title><p>Discussion. Poor adherence to treatment is a significant risk factor for patients. The most common examples of poor adherence are omissions and delays in the timing of doses. Compared with classical daily dosing, individualised regimens significantly increase the risk of adherence errors. Significant consequences of non-adherence include exacerbation of the disease, insufficient effectiveness of treatment, adverse drug reactions, and drug resistance. Promising hardware and software approaches to supporting medication adherence include innovative technological solutions (pillboxes, bottles with electronic reminder systems, digital pills, and smart medication adherence monitoring systems), mobile apps, and chatbots.</p></sec><sec><title>Conclusions</title><p>Conclusions. Digital solutions to support pharmacotherapy help improve patients’ adherence to their dosing regimens and individualise their treatment. Further research is needed to select the most promising areas and develop novel digital technologies.</p></sec></trans-abstract><kwd-group xml:lang="ru"><kwd>режим дозирования</kwd><kwd>цифровые решения</kwd><kwd>приверженность</kwd><kwd>комплаенс</kwd><kwd>качество фармакотерапии</kwd><kwd>напоминания</kwd><kwd>приложения для мобильных телефонов</kwd><kwd>чат-боты</kwd></kwd-group><kwd-group xml:lang="en"><kwd>dosing regimen</kwd><kwd>digital solutions</kwd><kwd>adherence</kwd><kwd>compliance</kwd><kwd>pharmacotherapy quality</kwd><kwd>reminders</kwd><kwd>mobile apps</kwd><kwd>chatbots</kwd></kwd-group><funding-group xml:lang="ru"><funding-statement>Работа выполнена без спонсорской поддержки</funding-statement></funding-group><funding-group xml:lang="en"><funding-statement>The study was performed without external funding</funding-statement></funding-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">McQuaid EL, Landier W. 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