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<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3.dtd">
<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">zurniimtpe</journal-id><journal-title-group><journal-title xml:lang="ru">Медицина труда и промышленная экология</journal-title><trans-title-group xml:lang="en"><trans-title>Russian Journal of Occupational Health and Industrial Ecology</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1026-9428</issn><issn pub-type="epub">2618-8945</issn><publisher><publisher-name>FSBSI “Izmerov Research Institute of Occupational Health”</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.31089/1026-9428-2019-59-9-792-793</article-id><article-id custom-type="elpub" pub-id-type="custom">zurniimtpe-2378</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>Статьи</subject></subj-group></article-categories><title-group><article-title>Разработка инновационных гигиенических технологий для сохранения репродуктивного здоровья работников</article-title><trans-title-group xml:lang="en"><trans-title>Development of innovative hygienic technologies for preservation of the workers’ reproductive health</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>Фесенко</surname><given-names>Марина Александровна</given-names></name><name name-style="western" xml:lang="en"><surname>Fesenko</surname><given-names>M. A.</given-names></name></name-alternatives><email xlink:type="simple">fesenkoma@irioh.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>Голованева</surname><given-names>Г. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Golovaneva</surname><given-names>G. V.</given-names></name></name-alternatives><email xlink:type="simple">noemail@neicon.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>Мискевич</surname><given-names>А. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Miskevich</surname><given-names>A. V.</given-names></name></name-alternatives><email xlink:type="simple">noemail@neicon.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>ФГБНУ «Научно-исследовательский институт медицины труда им. академика Н.Ф. Измерова»</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Izmerov Research Institute of Occupational Health</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2019</year></pub-date><pub-date pub-type="epub"><day>30</day><month>09</month><year>2019</year></pub-date><volume>0</volume><issue>9</issue><fpage>792</fpage><lpage>792</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Фесенко М.А., Голованева Г.В., Мискевич А.В., 2020</copyright-statement><copyright-year>2020</copyright-year><copyright-holder xml:lang="ru">Фесенко М.А., Голованева Г.В., Мискевич А.В.</copyright-holder><copyright-holder xml:lang="en">Fesenko M.A., Golovaneva G.V., Miskevich 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.journal-irioh.ru/jour/article/view/2378">https://www.journal-irioh.ru/jour/article/view/2378</self-uri><abstract><p>Модель «Прогнозирование нарушений репродуктивной функции у мужчин» разработана с использованием алгоритмов машинного обучения (искусственного интеллекта), имеет высокую точность, служит для формирования групп риска работников с нарушениями репродуктивной функции для разработки мер профилактики, сохранения здоровья и работоспособности.</p></abstract><trans-abstract xml:lang="en"><p>The new model «Prognosis of men’ reproductive function disorders» was developed. The machine learning algorithms (artificial intelligence) was used for this purpose, the model has high prognosis accuracy. The aim of the model applying is prioritize diagnostic and preventive measures to minimize reproductive system diseases complications and preserve workers’ health and efficiency.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>трудоспособное население</kwd><kwd>профессиональный риск</kwd><kwd>репродуктивное здоровье</kwd><kwd>машинное обучение</kwd><kwd>профилактика</kwd><kwd>employable population</kwd><kwd>occupational risk</kwd><kwd>reproductive health</kwd><kwd>machine learning</kwd></kwd-group></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>
