The aim of the study was to assess the position of Russia on the global landscape, created by publications devoted to blockchain technology applied in healthcare. The authors determined the place of the Russian Federation by its share in the total number of articles indexed in the international database «Web of Science». The international database «Web of Science Collection» (WOS CC) includes 957 relevant publications in the period from 2014 (the year of the first article) to the end of 2020. The analysis of the distribution of these publications by affiliated country showed that researchers from the United States contributed 23% of the publication portfolio, scientists and developers from China published 20%, with India providing 10%. Russia is ranked 27th with 11 publications, behind Saudi Arabia (10th), Pakistan (11th), Brazil (12th), Romania (23rd), and Vietnam (26th).
References
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7. Logvinov Y u I., S h matov EV. Preimushchestva i vozmozhnosti primeneniya blokchejn tekhnologij v sfere zdravoohraneniya. Virtual’nye tekhnologii v medicine. 2018; 2(20): 65–66. (In Russ).
8. Kuznecova VP, Vardomackaya LP, Tropinova EA. Blokchejn v zdravoohranenii. Ekonomika i upravlenie. 2018; 7(153): 16–20. (In Russ).
9. Agbo CC, Mahmoud QH, Eklund JM. Blockchain Technology in Healthcare: A Systematic Review. Healthcare. 2019; 7(2): 56. Available at: file:///C:/Users/L236B~1.TSV/AppData/Local/Temp/MicrosoftEdgeDownloads/2d96e114-bd0c-405f-b1ec-26d1dd61a4d7/healthcare-07-00056.pdf.
10. Cyganov S.N. Primenenie tekhnologii blokchejn dlya hraneniya dannyh elektronnyh medicinskih kart pacientov. Fundamental'nye issledovaniya. 2017; 11-2: 338–343. (In Russ).
11. Belyaev AM, Stilidi IS, Kaprin AD, et al. Blokchejn v zdravoohranenii : vozmozhnosti dlya ispol’zovaniya v klinicheskih issledovaniyah. Lechebnoe delo. 2018; 2: 100–105. (In Russ).
12. Engelhardt MA. Hitching Healthcare to the Chain: An Introduction to Blockchain Technology in the Healthcare Sector. Technol. Innov. Manag. Rev. 2017; 7: 22–34. Available at: https://timreview.ca/article/1111.
13. Gordon WJ, Catalini C. Blockchain Technology for Healthcare: Facilitating the Transition to Patient-Driven Interoperability. Comput. Struct. Biotechnol. J. 2018; 16: 224–230. Available at: https://www.sciencedirect.com/science/article/pii/S200103701830028X?via%3Dihub.
14. Xia Q, Sifah EB, Smahi A, Amofa S, Zhang X. BBDS: Blockchain-Based Data Sharing for Electronic. Available at: https://www.mdpi.com/2078-2489/8/2/44.
15. Esposito C, De Santis A, Tortora G, Chang H, Choo K-K.R. Blockchain: A Panacea for Healthcare Cloud-Based Data Security and Privacy? IEEE Cloud Comput. 2018; 5: 31–37. Available at: https://ieeexplore.ieee.org/document/8327543.
16. Azaria A, Ekblaw A, Vieira T, Lippman A. MedRec : Using Blockchain for Medical Data Access and Permission Management. In: Proceedings of the 2nd International Conference on Open and Big Data (OBD); 2016 August 22–24; Vienna, Austria. pp. 25–30.
17. Blokchejn v medicine // TADVISER. (In Russ). Available at: ht tps://www.tadviser.ru/a/442663.
18. Prashant Ram Top 5 Blockchain Use Cases in Pharma and Healthcare — that you should know about! Real world Use Cases of Blockchain in Pharma and Healthcare. Blockchain Bistro. 2018 Aug 28. Available at: https://medium.com/blockchainbistro/top-5-use-cases-of-blockchain-in-pharma-and-healthcare-that-you-should-know-about-77ccdd76369b.
19. Mel’nikova YU. Na zdravoohranenie nadvigaetsya blokchejn // ComNews. (In Russ). Available at: https://www.comnews.ru/content/205022/2020-03-16/2020-w12/zdravookhranenie-nadvigaetsya-blokcheyn. Last accessed on : 16.03.2020.
20. V Novgorodskoj oblasti zapustili monitoring oborota lekarstv s pomoshch’yu sistemy blokchejna. (In Russ). Available at: https://tass.ru/ekonomika/5123036.
21. Nosov N. Medicinskie karty na blokchejne : Moskovskaya oblast’ planiruet ispol’zovat ’ tekhnologii raspredelennogo reestra dlya hraneniya medicinskih kart grazhdan. (In Russ). Available at: https://www.iksmedia.ru/news/5503527-Medicinskie-karty-na-blokchejne.html
22. Clarivate Analytics: InCites Essential science indicators help. Available at: http://help.incites.clarivate.com/incitesLiveESI/ESIGroup/indicatorsGroup/indicatorsESI.html.
23. Yue X, Wang HJ, Jin DW, Li MQ, Jiang W. Healthcare data gateways: found healthcare intelligence on blockchain with novel privacy risk control. Journal of medical systems. 2016; 40(10). doi : 10.1007/s10916-016-0574-6.
24. Kuo Tt, Kim He, Ohno-Machado L. Blockchain distributed ledger technologies for biomedical and health care applications. Journal of the А merican medical informatics association. 2017; 24(6): 1211–1220. doi : 10.1093/ jamia /ocx068.
25. Xia Q, Sifah EB, Asamoah KO, Gao JB, Du XJ, Guizani M. Medshare : trust- less medical data sharing among cloud service providers via blockchain. IEEE ACCESS 5: 14757-14767 2017. doi : 10.1109/ACCESS.2017.2730843.
26. Esposito C, De Santis A, Tortora G, Chang H, Choo Kkr. Blockchain: a panacea for healthcare cloud-based data security and privacy? IEEE cloud computing. 2018; 5(1): 31–37.
27. Griggs KN, Ossipova O, Kohlios CP, Baccarini AN, Howson EA, Hayajneh T. Healthcare blockchain system using smart contracts for secure automated remote patient monitoring. Journal of medical systems. 2018; 42(7). doi : 10.1007/s10916-018-0982-x.
28. Guo R, Shi HX, Zhao QL, Zheng D. Secure attribute-based signature scheme with multiple authorities for blockchain in electronic health records systems. IEEE ACCESS 6: 11676-11686 2018. doi : 10.1109/ACCESS.2018.2801266.
29. Dagher GG, Mohler J, Milojkovic M, Marella PB. Ancile: privacy-preserving framework for access control and interoperability of electronic health records using blockchain technology. Sustainable cities and society. 2018; 39: 283–297. doi : 10.1016/j.scs.2018.02.014.
30. Zhang P, White J, Schmidt DC, Lenz G, Rosenbloom ST. Fhirchain : applying blockchain to securely and scalably share clinical data. Computational and structural biotechnology journal. 2018; 16: 267–278. doi : 10.1016/j.csbj.2018.07.004.
31. Patel V. A framework for secure and decentralized sharing of medical imaging data via blockchain consensus. Health informatics journal. 2019; 25(4): 1398–1411. doi : 10.1177/1460458218769699.
32. Kuo TT, Rojas HZ, Ohno-Machado L. Comparison of blockchain platforms: a systematic review and healthcare examples. Journal of the American medical informatics association. 2019; 26(5): 462–478. doi : 10.1093/ jamia /ocy185.
33. Feng Q, He D В , Zeadally S, Khan MK, Kumar N. A Survey on privacy protection in blockchain system. Journal of network and computer applications. 2019; 126: 45–58. doi : 10.1016/j.jnca.2018.10.020.
34. Tanwar S, Parekh K, Evans R. Blockchain-based electronic healthcare record system for healthcare 4.0 applications. Journal of information security and applications. 2020;50. doi : 10.1016/j.jisa.2019.102407.
35. Mistry I, Tanwar S, Tyagi S, Kumar N. Blockchain for 5G-enabled IOT for industrial automation: a systematic review, solutions, and challenges. Mechanical systems and signal processing. 2020;135. doi : 10.1016/j.ymssp.2019.106382.
36. Tanwar S, Bhatia Q, Patel P, Kumari A, Singh PK, Hong WC. Machine learning adoption in blockchain-based smart applications: the challenges, and a way forward. IEEE ACCESS 8: 474-488 2020. doi : 10.1109/ACCESS.2019.2961372.
37. Gupta R, Tanwar S, Al- Turjman F, Italiya P, Nauman A, Kim SW. Smart contract privacy protection using AI in cyber-physical systems: tools, techniques and challenges. IEEE ACCESS 8: 24746-24772 2020. doi : 10.1109/ACCESS.2020.2970576.
38. Khan PW, Byun Y. A Blockchain-based secure image encryption scheme for the industrial internet of things. Entropy. 2020; 22(2). doi : 10.3390/e22020175.
39. Jamil F, Ahmad S, Iqbal N, Kim DH. Towards a remote monitoring of patient vital signs based on IOT-based blockchain integrity management platforms in smart hospitals. Sensors. 2020; 20(8). doi : 10.3390/s20082195.
40. Valerij Fal’kov predstavil dizajn Programmy strategicheskogo akademicheskogo liderstva. (In Russ). Available at: https://minobrnauki.gov.ru/ru/press-center/card/?id_4=2809.
41. Doroga k akademicheskomu sovershenstvu : Stanovlenie issledovatel’skih universitetov. FDzh. Al’tbah , D. Salmi , editors. M.: Ves ’ Mir. 2012. (In Russ).
42. Fal’kov VP. Programma strategicheskogo akademicheskogo liderstva. Moskva, 2020. (In Russ). Available at: http://fgosvo.ru/uploadfiles/method/Program_strategyc_leadership.pdf.
2. Pasport nacional’nogo proekta « Nauka » utverzhdyon resheniem prezidiuma Soveta pri Prezidente Rossijskoj Federacii po strategicheskomu razvitiyu i nacional’nym proektam 24 dekabrya 2018 goda. (In Russ). Available at: http://government.ru/info/35565. Last accessed on : 07.03.2019.
3. Starodubov VI, Kurakov FA, Cvetkova LA, Polyakova YUV. Ocenka pozicii Rossijskoj Federacii v mirovom rejtinge publikacionnoj aktivnosti po prioritetnym napravleniyam v oblasti biomediciny. Hirurgiya. ZHurnal im. N.I. Pirogova. 2019; 5:120–127. (In Russ).
4. Starodubov VI, Kurakov FA, Cvetkova LA, Polyakova YUV. Ocenka dostizhimosti pyatogo mesta v mirovom rejtinge publikacionnoj aktivnosti po prioritetnym napravleniyam v oblasti biomediciny. Menedzher zdravoohraneniya. 2019; 6: 49–57. (In Russ).
5. Starodubov VI, Kurakov FA. Opredelenie bazovogo znacheniya celevogo pokazatelya nacional’nogo proekta « Nauka », svyazannogo s publikacionnoj aktivnost’yu Rossijskoj Federacii v prioritetnyh oblastyah. Ekonomika nauki. 2019; 5(2):101–113. (In Russ).
6. Kolobaev SA, Lebedev GS. Obzor tekhnologij blokchejn i bitkoin v vozmozhnosti isp [ ol’zovaniya v medicinskom menedzhmente i organizacii zdravoohraneniya. Voprosy zdravoohraneniya. 2018; 1: 14–19. (In Russ).
7. Logvinov Y u I., S h matov EV. Preimushchestva i vozmozhnosti primeneniya blokchejn tekhnologij v sfere zdravoohraneniya. Virtual’nye tekhnologii v medicine. 2018; 2(20): 65–66. (In Russ).
8. Kuznecova VP, Vardomackaya LP, Tropinova EA. Blokchejn v zdravoohranenii. Ekonomika i upravlenie. 2018; 7(153): 16–20. (In Russ).
9. Agbo CC, Mahmoud QH, Eklund JM. Blockchain Technology in Healthcare: A Systematic Review. Healthcare. 2019; 7(2): 56. Available at: file:///C:/Users/L236B~1.TSV/AppData/Local/Temp/MicrosoftEdgeDownloads/2d96e114-bd0c-405f-b1ec-26d1dd61a4d7/healthcare-07-00056.pdf.
10. Cyganov S.N. Primenenie tekhnologii blokchejn dlya hraneniya dannyh elektronnyh medicinskih kart pacientov. Fundamental'nye issledovaniya. 2017; 11-2: 338–343. (In Russ).
11. Belyaev AM, Stilidi IS, Kaprin AD, et al. Blokchejn v zdravoohranenii : vozmozhnosti dlya ispol’zovaniya v klinicheskih issledovaniyah. Lechebnoe delo. 2018; 2: 100–105. (In Russ).
12. Engelhardt MA. Hitching Healthcare to the Chain: An Introduction to Blockchain Technology in the Healthcare Sector. Technol. Innov. Manag. Rev. 2017; 7: 22–34. Available at: https://timreview.ca/article/1111.
13. Gordon WJ, Catalini C. Blockchain Technology for Healthcare: Facilitating the Transition to Patient-Driven Interoperability. Comput. Struct. Biotechnol. J. 2018; 16: 224–230. Available at: https://www.sciencedirect.com/science/article/pii/S200103701830028X?via%3Dihub.
14. Xia Q, Sifah EB, Smahi A, Amofa S, Zhang X. BBDS: Blockchain-Based Data Sharing for Electronic. Available at: https://www.mdpi.com/2078-2489/8/2/44.
15. Esposito C, De Santis A, Tortora G, Chang H, Choo K-K.R. Blockchain: A Panacea for Healthcare Cloud-Based Data Security and Privacy? IEEE Cloud Comput. 2018; 5: 31–37. Available at: https://ieeexplore.ieee.org/document/8327543.
16. Azaria A, Ekblaw A, Vieira T, Lippman A. MedRec : Using Blockchain for Medical Data Access and Permission Management. In: Proceedings of the 2nd International Conference on Open and Big Data (OBD); 2016 August 22–24; Vienna, Austria. pp. 25–30.
17. Blokchejn v medicine // TADVISER. (In Russ). Available at: ht tps://www.tadviser.ru/a/442663.
18. Prashant Ram Top 5 Blockchain Use Cases in Pharma and Healthcare — that you should know about! Real world Use Cases of Blockchain in Pharma and Healthcare. Blockchain Bistro. 2018 Aug 28. Available at: https://medium.com/blockchainbistro/top-5-use-cases-of-blockchain-in-pharma-and-healthcare-that-you-should-know-about-77ccdd76369b.
19. Mel’nikova YU. Na zdravoohranenie nadvigaetsya blokchejn // ComNews. (In Russ). Available at: https://www.comnews.ru/content/205022/2020-03-16/2020-w12/zdravookhranenie-nadvigaetsya-blokcheyn. Last accessed on : 16.03.2020.
20. V Novgorodskoj oblasti zapustili monitoring oborota lekarstv s pomoshch’yu sistemy blokchejna. (In Russ). Available at: https://tass.ru/ekonomika/5123036.
21. Nosov N. Medicinskie karty na blokchejne : Moskovskaya oblast’ planiruet ispol’zovat ’ tekhnologii raspredelennogo reestra dlya hraneniya medicinskih kart grazhdan. (In Russ). Available at: https://www.iksmedia.ru/news/5503527-Medicinskie-karty-na-blokchejne.html
22. Clarivate Analytics: InCites Essential science indicators help. Available at: http://help.incites.clarivate.com/incitesLiveESI/ESIGroup/indicatorsGroup/indicatorsESI.html.
23. Yue X, Wang HJ, Jin DW, Li MQ, Jiang W. Healthcare data gateways: found healthcare intelligence on blockchain with novel privacy risk control. Journal of medical systems. 2016; 40(10). doi : 10.1007/s10916-016-0574-6.
24. Kuo Tt, Kim He, Ohno-Machado L. Blockchain distributed ledger technologies for biomedical and health care applications. Journal of the А merican medical informatics association. 2017; 24(6): 1211–1220. doi : 10.1093/ jamia /ocx068.
25. Xia Q, Sifah EB, Asamoah KO, Gao JB, Du XJ, Guizani M. Medshare : trust- less medical data sharing among cloud service providers via blockchain. IEEE ACCESS 5: 14757-14767 2017. doi : 10.1109/ACCESS.2017.2730843.
26. Esposito C, De Santis A, Tortora G, Chang H, Choo Kkr. Blockchain: a panacea for healthcare cloud-based data security and privacy? IEEE cloud computing. 2018; 5(1): 31–37.
27. Griggs KN, Ossipova O, Kohlios CP, Baccarini AN, Howson EA, Hayajneh T. Healthcare blockchain system using smart contracts for secure automated remote patient monitoring. Journal of medical systems. 2018; 42(7). doi : 10.1007/s10916-018-0982-x.
28. Guo R, Shi HX, Zhao QL, Zheng D. Secure attribute-based signature scheme with multiple authorities for blockchain in electronic health records systems. IEEE ACCESS 6: 11676-11686 2018. doi : 10.1109/ACCESS.2018.2801266.
29. Dagher GG, Mohler J, Milojkovic M, Marella PB. Ancile: privacy-preserving framework for access control and interoperability of electronic health records using blockchain technology. Sustainable cities and society. 2018; 39: 283–297. doi : 10.1016/j.scs.2018.02.014.
30. Zhang P, White J, Schmidt DC, Lenz G, Rosenbloom ST. Fhirchain : applying blockchain to securely and scalably share clinical data. Computational and structural biotechnology journal. 2018; 16: 267–278. doi : 10.1016/j.csbj.2018.07.004.
31. Patel V. A framework for secure and decentralized sharing of medical imaging data via blockchain consensus. Health informatics journal. 2019; 25(4): 1398–1411. doi : 10.1177/1460458218769699.
32. Kuo TT, Rojas HZ, Ohno-Machado L. Comparison of blockchain platforms: a systematic review and healthcare examples. Journal of the American medical informatics association. 2019; 26(5): 462–478. doi : 10.1093/ jamia /ocy185.
33. Feng Q, He D В , Zeadally S, Khan MK, Kumar N. A Survey on privacy protection in blockchain system. Journal of network and computer applications. 2019; 126: 45–58. doi : 10.1016/j.jnca.2018.10.020.
34. Tanwar S, Parekh K, Evans R. Blockchain-based electronic healthcare record system for healthcare 4.0 applications. Journal of information security and applications. 2020;50. doi : 10.1016/j.jisa.2019.102407.
35. Mistry I, Tanwar S, Tyagi S, Kumar N. Blockchain for 5G-enabled IOT for industrial automation: a systematic review, solutions, and challenges. Mechanical systems and signal processing. 2020;135. doi : 10.1016/j.ymssp.2019.106382.
36. Tanwar S, Bhatia Q, Patel P, Kumari A, Singh PK, Hong WC. Machine learning adoption in blockchain-based smart applications: the challenges, and a way forward. IEEE ACCESS 8: 474-488 2020. doi : 10.1109/ACCESS.2019.2961372.
37. Gupta R, Tanwar S, Al- Turjman F, Italiya P, Nauman A, Kim SW. Smart contract privacy protection using AI in cyber-physical systems: tools, techniques and challenges. IEEE ACCESS 8: 24746-24772 2020. doi : 10.1109/ACCESS.2020.2970576.
38. Khan PW, Byun Y. A Blockchain-based secure image encryption scheme for the industrial internet of things. Entropy. 2020; 22(2). doi : 10.3390/e22020175.
39. Jamil F, Ahmad S, Iqbal N, Kim DH. Towards a remote monitoring of patient vital signs based on IOT-based blockchain integrity management platforms in smart hospitals. Sensors. 2020; 20(8). doi : 10.3390/s20082195.
40. Valerij Fal’kov predstavil dizajn Programmy strategicheskogo akademicheskogo liderstva. (In Russ). Available at: https://minobrnauki.gov.ru/ru/press-center/card/?id_4=2809.
41. Doroga k akademicheskomu sovershenstvu : Stanovlenie issledovatel’skih universitetov. FDzh. Al’tbah , D. Salmi , editors. M.: Ves ’ Mir. 2012. (In Russ).
42. Fal’kov VP. Programma strategicheskogo akademicheskogo liderstva. Moskva, 2020. (In Russ). Available at: http://fgosvo.ru/uploadfiles/method/Program_strategyc_leadership.pdf.
For citation
Kurakova NG, Cherchenko OV, Tsvetkova LA. Blockchain technologies in healthcare: Russia’s position on the global publishing landscape. Medical doctor and information technology. 2021; 1: 25–39. (In Russ.). doi : 10.25881/ITP.2021.59.48.003.
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