Intellectual systems in the management of medical technologies and quality of life

Авторы

DOI:

https://doi.org/10.26641/2307-0404.2021.1.227724

Ключевые слова:

medical technological process, intelligent systems, artificial intelligence, quality of life, medical expert complex

Аннотация

The article is devoted to the development and use of intelligent systems in the management of medical technological processes and health-related quality of life (HRQOL). The relevance of the work is due to the need for effective use of intelligent systems in healthcare. The purpose of this work is to study the possibilities and prospects of using information technologies and artificial intelligence systems in clinical medicine to improve the efficiency of providing medical care to the population. Information retrieval method; theoretical analysis of legislative and regulatory documents, literary sources, Internet resources, research results; spectral-dynamic and mathematical analysis of the current state and assessment of the quality of life of an individual using the artificial intelligence system "CME". The paper analyzes the development trends of information technologies and artificial intelligence systems, as well as the features of their use in medical technological processes. As an example, the technological capabilities of the intelligent system Complex Medical Expert are briefly described.

Библиографические ссылки

Alekseev VA, Borisov KN. [International practice of globalization in the healthcare system]. MID (Moderni¬zation. Innovation. Development). 2015;1(21):98-102. Russian.

[Analysis of 16 625 scientific papers from the archive showed trends in the development of artificial intelligence]. Russian.

Available from: https://22century.ru/popular-science-publications/ai-development-historical-trends

Asanova AA. [Quality of life related to the health of patients with depressive disorders]. Bulletin of Psy¬chiatry and Psychopharmacotherapy. 2008;2(14):82-85. Russian.

Aphanasieva EV. [Assessment of health-related quality of life]. Good clinical practice. 2010;1:36-38. Russian. Available from: https://www.clinvest.ru/jour/article/view/126?locale=ru_RU

Baieva OV. [Management of technological process in the field of health care]. Management of the field of health care. 2008;640. Russian. Available from: http://uchebnikirus.com/medecina/menedzhment_u_galuzi_ohoroni_zdorovya_bayeva_ov/upravlinnya_tehnologichnimi_protsesami_galuzi_ohoroni_zdorovya.html

Bolbat G. [Modern innovative technologies in medicine]; 2016. Russian. Available from: http://www.inteeu.com/2016/08/15/sovremennye-innovatsionnye-tehnologii-v-meditsine

Gusev AV. [Market overview of complex information systems. Information Systems]. 2009;6:4-17. Russian.

Gusev A. [Market of artificial intelligence for health: a review of forecasts]; 2018. Russian. Available from: https://webiomed.ai/blog/rynok-iskusstvennogo-intellekta-dlia-zdravookhraneniia-obzor-prognozov/

Dadyshev ZF, Ustinova NG. [The impact of arti¬ficial intelligence on the economy]. Age of Science. 2019;18:53-57. Russian. doi: https://doi.org/10.24411/2409-3203-2018-11812

Zhukova OA, Krom IL. [Quality of life as a multifactorial criterion for assessing the state of patients with schizophrenia]. Bulletin of Medical Internet Conferences. 2011;1(7):35-37. Russian. Available from: https://cyberleninka.ru/article/n/kachestvo-zhizni-kak-mnogofaktornyy-kriteriy-otsenki-sostoyaniya-bolnyh-shizofreniey/viewer

Zarubina TV. [Medical informatics: textbook]. Zarubina TV, Kobrin BA, editors. Moskva: GEOTAR-Media; 2016. p. 512 Russian. Available from: https://sci.house/tehnologii-meditsine-informatsionnyie-scibook/osnovnyie-sostavlyayuschie-lechebno-83489.html/

[Artificial intelligence in project management]. [Internet]; 2019. Russian. Available from: https://ddintsis.com/2019/11/16/ai-in-pm/

[Artificial Intelligence (AI) as a key factor in the digitalization of the global economy]. [Internet]; 2017. Russian. Available from: https://www.crn.ru/news/detail.php?ID=117544

[How artificial intelligence is transforming the future of healthcare?]. [Internet]; 2020. Russian. Available from: https://www.zfort.com.ua/blog/kak-iskusstvennyi-intellekt-transformiruet-budushee-zdravookhraneniya

Karamyshev DV, Nemchenko AS. [Implementation and evaluation of the effectiveness of innovative projects in the health care system]. Economy and State. 2006;2:86-88. Ukrainian.

Karpov OE, Klimenko GS, Lebedev GS. [Application of intelligent systems in healthcare]. Modern high technologies. 2016;7-1:38-43. Russian. Available from: http://top-technologies.ru/ru/article/view?id=3605.

Kizhaev SA, Mazur NV. [Determination and correction of the current condition of the patient using KME-technologies]. International scientific conference “Mo¬dern methods for diagnostics and treatment: experience of EU countries”: Conference proceedings; 2019 December 27-28; Lublin: Baltiya Publishing. 2019. p. 216-20. Ukrainian.

Kizhaev SA, Mazur NV. [Artificial intelligence in medicine: functional capabilities of the Medical Expert]. Medicine Complex of the 21st century: promising and priority direct scientific reports: Collection of materials of international scientific and practical conferences; 2020 April 24-25; Dnipro. Dnipro: Organization of scientific medical research «Salutem», 2020. p. 68-77. Russian.

Kizhaev SA, Petrenko VA. [Cognitive artificial intelligence technologies in project management En¬terprise Economics: Modern Problems of Theory and Practice: Proceedings of the IX International Scientific and Practical Conference. Odessa: Atlantis; 2020. p. 52-53. Russian.

Kyselev AP. [mHealth: From high technology to clinical practice]. Clitsinist 2015;6:10-12. Russian. Available from: https://www.researchgate.net/publication /307644293_mHealth_from_high-end_technologies_in_clinical_practice /fulltext/57db5cc708aeea195932bbde/mhealth-from-high-end-technologies-in-clinical-practice.pdf

Kots YaI, Libis RA. [Quality of life in patients with cardiovascular disease]. Cardiology. 1993;5:66-72. Russian.

Kuzminov OM, Sotnikova EV, Lokinskaya IV. [Model of organization and processing of clinical infor¬mation for the examination of the quality of the treatment and diagnostic process]. IT and quality of care. 2014;2: 57-66. Russian.

Lebedev GS, Shaderkin IA, Fomina IV, Lisn¬nko AA, Riabkiv IV, Kachkovskiy SV, Melaev DV. [Evolution of Internet technologies in the healthcare system]. Telemedicine and eHealth Journal. 2017;2:63-78. Russian. Available from: http://jtelemed.ru/article/evoljucija-internet-tehnologii-v-sisteme-zdravoohranenija

Lepskyi VV. [The concept of reforming the medical sector using a project approach]. Bulletin of the National Technical University «Kharkiv Polytechnic Institute» Series: Strategic management, portfolio management, programs and projects. 2016;2:108-12. Ukrai¬nian. doi: https://doi.org/10.20998/2413-3000.2016.1174.24

Mygal M. [Introduction of information techno¬logies in modern medicine]. [Internet]; 2019. Ukrainian. Available from: https://tribuna.pl.ua/news/vprovadzhennya-informatsijnyh-tehnologij-u-suchasnu-medytsynu/

Molodchenkov AI, Khachumov MV, Yashyna LP. [Approaches to the analysis of deviations of medical technological processes]. Proceedings of the ISA RAS. 2016;66(2):74-84. Russian. Available from: http://www.isa.ru/proceedings/images/documents/2016-66-2/t-16-2_74-84.pdf]

Novik AA, Matveev SA, Ionova TI. [Assessment of the patient's quality of life in medicine]. Clinical medicine. 2000;2:10-13. Russian.

Orzhelskyi IV, Kuznetsov AN. [Theoretical foundations of physical and mathematical medicine]. Moskva: LLC “Media M”; 2016. p. 54. Russian.

[Law of Ukraine “On Fundamentals of the Legislation of Ukraine on Health Care” (Bulletin of the Verkhovna Rada of Ukraine, 1993, No 4, page 19)]. Ukrainian. Available from: https://zakon.rada.gov.ua/laws/show/2801-12

Petrenko VO, Dudnikova OI, Kizhaev SO, Mazur NV. [Innovation management in the context of medical reform in Ukraine]. International scientific conference “Modern methods for diagnostics and treatment: experience of EU countries”: Conference proceedings; 2019 Dec. 27-28; Lublin: Baltiya Publishing; 2019. p. 191-195. Ukrainian.

[The use of artificial intelligence in medicine: effective diagnostics and the creation of new drugs. How artificial intelligence works in medicine in 2018]. Al conference; 2018 Nov. 14; Kyiv. Russian. Available from: https://aiconference.com.ua/ru/news/primenenie-iskusstvennogo-intellekta-v-meditsine-effektivnaya-diagnostika-i-sozdanie-novih-lekarstv-92604

Kharitonov SV, Lyamina NP, Zaitsev VP, Samsonova GO, Golubev MV. [Application of artificial intel¬ligence for predicting patient satisfaction with medical care in the specialized clinic for rehabilitation]. Journal of Telemedicine and eHealth. 2020;3:15-23. Russian. doi: https://doi.org/10.29188/2542-2413-2020-6-3-15-23

[Law of Ukraine “On Priority Areas of Innovation Activity in Ukraine” (Bulletin of the Verkhovna Rada of Ukraine, 2012, No 19-20, Art. 166). As amended in accordance with Law N 5460-VI as of October 16, 2012, BVR, 2014;2-3:41]. Ukrainian. Available from: https://zakon.rada.gov.ua/laws/show/3715-17

[Life expectancy of people in different eras]. Telegraph. Russian. Available from: https://telegraf.com.ua/zhizn/zdorove/1336638-prodolzhitelnost-zhizni-lyudey-v-raznyie-epohi-foto.html

Proidakov EM. [Modern state of artificial intelligence]. J. of Computer and Information Sciences. 2018;129-54. Russian. Available from: https://cyberleninka.ru/article/n/sovremennoe-sostoyanie-iskusstvennogo-intellekta /

Prokhorov NL, Shvein AA, Znaiko GG, Krasovskyi VE. [Development of a design and technological platform for managing the processes of creating medical equipment]. [Internet]; 2013. Russian. Available from: http://www.ineum.ru/razvite-proektnotekhnologicheskoj-platformy-dlya-upravleniya-processami-sozdaniya-medicinskoj-tekhniki

Prokhorov NL, Shvein AA, Znaiko GG, Krasovs¬kyi VE. [Development of a design and technological platform for managing the processes of creating medical equipment]. [Internet]; 2019. Russian. Available from: http://www.ineum.ru/razvite-proektnotekhnologicheskoj-platformy-dlya-upravleniya-processami-sozdaniya-medicinskoj-tekhniki

[Rating of countries in the world in terms of life expectancy. Humanities Encyclopedia: Research [Internet]. Center for Humanitarian Technologies. 2006-2021. Russian. Available from: https://gtmarket.ru/ratings/life-expectancy-index

Sayfiddinova ES, Begicheva OL, Ananyina LG. [Prospects for the development of artificial intelligence in neurosurgery and neurorehabilitation]. Step into the future: artificial intelligence and digital economy: materials of the 1st International Scientific and Practical Conference; 2017, No. 4; State University of Mana¬gement. Moskva: Publishing House of the State University of Management; 2017. p. 91-97. Russian. Available from: https://guu.ru/wp-content/uploads/Confe¬rence-published-materials-issue-4.pdf

Sofronov AG, Nikolkina YuA. [Assessment of indicators of the quality of life and social functioning in women with alcohol dependence, who are on dispensary observation]. Review of psychiatry and medical psychology. 2012;1:43-47. Russian.

Starchenko IB, Vyshnevetskyi VYu. [Biotechnical and medical technologies: Textbook]. Taganrog: Publishing house of the Southern Federal University; 2010. p. 52. Russian. Available from: http://window.edu.ru/catalog/pdf2txt/707/76707/57900?p_page=1

Stephanishina OV. [Medical reform: three vital steps for a new parliament]. Ukrainska Pravda Zhyttia; 2019. Russian. Available from: https://life.pravda.com.ua/columns/2019/07/30/237706/

[Strategic session “Artificial Intelligence in Medicine. Digital health care”]. All-Russian council of honored doctors of the Russian Federation Public Health Medicine. Russian. Available from: https://webiomed.ai/media/docs/itogovaia-prezentatsiia-strategicheskoi-sessii-iskusstvennyi-intellekt-v-meditsine-_NyPUSpx.pdf

Tokarev BYe, Tokarev RB, Glotova DA. [Market and legal prospects for the implementation of artificial intelligence development]. Step into the future: artificial intelligence and digital economy: materials of the 1st International Scientific and Practical Conference. 2017, No. 4; State University of Management; Moskva: Pub¬lishing House of the State University of Management; 2017. p. 197-205. Russian.

Filchenkov A, Viatkin V, Shalyto A. [Artificial intelligence in the production of high-tech products]. [Internet]; 2017. Russian. Available from: http://www.up-pro.ru/library/innovations/management/ii-produkciya.html

Yagenskyi AV, Sichkaruk IM. [Assessment of the quality of life in modern medical practice. Internet access for medical and pharmaceutical workers. Dedicated portal for healthcare providers]. Professional medical Portal. J. Internal medicine. 2007;3. Russian. Available from: http://www.mif-ua.com/archive/article/418

Ramesh AN, Kambhampati C, Monson JRT, Drew PJ. Artificial intelligence in medicine. Ann R Coll Surg Engl. 2004;86:334-8 doi: https://doi.org/10.1308/147870804290

Bursov AI. Application of artificial intelligence in medical data analysis. Almanac of Clinical Medicine. 2019;47(7):630-3.

doi: https://doi.org/10.18786/2072-0505-2019-47-071

Chiolero A, Burnier M, Santschi V. Improving treatmentsatisfaction to increase adherence. J Hum Hypertens. 2016 May;30(5):295-6. Epub 2015 Aug 20. PMID: 26290276. doi: https://doi.org/10.1038/jhh.2015.89

Irene J Higginson, Alison J Carr. Using quality of life measures in the clinical setting. BMJ. 2001 May 26;322(7297):1297-300. doi: https://doi.org/10.1136/bmj.322.7297.1297

Kaplan RM., Atkins CJ, Timms R. Validity of a quality of well-being scale as an outcome measure in chronic obstructive pulmonary disease. Journal of Chronic Diseases. 1984;37(2):85-95. doi: https://doi.org/10.1016/0021-9681(84)90050-X

Kosenkova OI, Makarova VI. Problems of quality of life in modern medicine. Human Ecology. 2007;11:29-34.

Mihaila V, Enachescu D, Davila С. General Population Norms for Romania using the Short Form 36 Health Survey (SF-36). QL News Letter. 2001;26:17-18.

Schatsky D, Muraskin C, Gurumurthy R. Cognitive technologies: The real opportunities for business Deloitte Review. 2015;16. Available from: https://www2.deloitte.com/us/en/insights/deloitte-review/issue-16/cognitive-technologies-business-applications.html

Van Calster B, Steyerberg EW, Collins GS. Artificial Intelligence Algorithms for Medical Prediction Should Be Nonproprietary and Readily Available. JAMA Intern Med. 2019 May 1;179(5):731. PMID: 31058938. doi: https://doi.org/10.1001/jamainternmed.2019.0597

Опубликован

2021-03-26

Как цитировать

1.
Kizhaev S, Petrenko V, Mazur N, Belitsky V, Mazur А, Dudnikova O. Intellectual systems in the management of medical technologies and quality of life. Med. perspekt. [Интернет]. 26 март 2021 г. [цитируется по 25 ноябрь 2024 г.];26(1):18-29. доступно на: https://journals.uran.ua/index.php/2307-0404/article/view/227724

Выпуск

Раздел

THEORETICAL MEDICINE