SMART: a service-oriented architecture for monitoring and assessing Brazil’s Telehealth outcomes

Detalhes bibliográficos
Autor(a) principal: Paiva, Jailton Carlos de
Data de Publicação: 2018
Outros Autores: Carvalho, Túlio de Paiva Marques, Vilela, Allyson Bruno Campos Barros, Nóbrega, Giovani Ângelo Silva da, Souza, Beatriz Soares de, Valentim, Ricardo Alexsandro de Medeiros
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFRN
Texto Completo: https://repositorio.ufrn.br/jspui/handle/123456789/29299
Resumo: Introduction: Brazilian Telehealth Program was instituted by the Ministry of Health in 2007. Its initial structure was composed of nine telehealth centers administered by public higher education institutions. No standards, processes, applications or quality indicators had been defined since its creation. All this, combined with the decentralization of the centers, led each one of them to develop their own system, with different programming languages and architectures. The lack of regulation and integration of the information with the Ministry of Health made it difficult to evaluate the program. In this context, this paper describes the specification, implementation, and validation of an architecture, entitled SMART, to integrate the various telehealth platforms developed by the centers. Such architecture aims to standardize information so that the Ministry of Health can monitor and evaluate the results of Telehealth actions. Methods: SMART’s architecture consists of four main components: a web tool for data manipulation; a web service to receive the center’s production data; a component responsible for converting the received data into decision support data; and a component that collects data from external sources to compose the data warehouse. Results: The architecture was validated with performance tests, which were executed under extreme workloads. The results of the experiments were summarized in order to attest SMART’s effectiveness. Conclusion: The analysis of the results obtained on real data shows that the project’s performance remained stable under the workloads and its high quality was proven due to the absence of errors during the experiments
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spelling Paiva, Jailton Carlos deCarvalho, Túlio de Paiva MarquesVilela, Allyson Bruno Campos BarrosNóbrega, Giovani Ângelo Silva daSouza, Beatriz Soares deValentim, Ricardo Alexsandro de Medeiros2020-06-18T15:02:26Z2020-06-18T15:02:26Z2018PAIVA, J. C.; CARVALHO, T. P. M.; VILELA, A. B. C. B.; NOBREGA, G. A. S.; SOUZA, B. S.; VALENTIM, R.A.M . SMART: a service-oriented architecture for monitoring and assessing Brazil's Telehealth outcomes. Research on Biomedical Engineering, v. 34, p. 317-328, 2018. Disponível em: https://www.rbejournal.org/article/doi/10.1590/2446-4740.18004. Acesso em: 16 jun 2020. http://dx.doi.org/10.1590/2446-4740.18004.2446-4740https://repositorio.ufrn.br/jspui/handle/123456789/2929910.1590/2446-4740.18004Research on Biomedical EngineeringAttribution 3.0 Brazilhttp://creativecommons.org/licenses/by/3.0/br/info:eu-repo/semantics/openAccessTelehealthEvaluationStandardizationSOAIntegrationInteroperabilitySMART: a service-oriented architecture for monitoring and assessing Brazil’s Telehealth outcomesinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleIntroduction: Brazilian Telehealth Program was instituted by the Ministry of Health in 2007. Its initial structure was composed of nine telehealth centers administered by public higher education institutions. No standards, processes, applications or quality indicators had been defined since its creation. All this, combined with the decentralization of the centers, led each one of them to develop their own system, with different programming languages and architectures. The lack of regulation and integration of the information with the Ministry of Health made it difficult to evaluate the program. In this context, this paper describes the specification, implementation, and validation of an architecture, entitled SMART, to integrate the various telehealth platforms developed by the centers. Such architecture aims to standardize information so that the Ministry of Health can monitor and evaluate the results of Telehealth actions. Methods: SMART’s architecture consists of four main components: a web tool for data manipulation; a web service to receive the center’s production data; a component responsible for converting the received data into decision support data; and a component that collects data from external sources to compose the data warehouse. Results: The architecture was validated with performance tests, which were executed under extreme workloads. The results of the experiments were summarized in order to attest SMART’s effectiveness. Conclusion: The analysis of the results obtained on real data shows that the project’s performance remained stable under the workloads and its high quality was proven due to the absence of errors during the experimentsengreponame:Repositório Institucional da UFRNinstname:Universidade Federal do Rio Grande do Norte (UFRN)instacron:UFRNCC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8914https://repositorio.ufrn.br/bitstream/123456789/29299/2/license_rdf4d2950bda3d176f570a9f8b328dfbbefMD52LICENSElicense.txtlicense.txttext/plain; charset=utf-81484https://repositorio.ufrn.br/bitstream/123456789/29299/3/license.txte9597aa2854d128fd968be5edc8a28d9MD53ORIGINALSMART-Service-oriented_Valentim_2018.pdfSMART-Service-oriented_Valentim_2018.pdfapplication/pdf1908619https://repositorio.ufrn.br/bitstream/123456789/29299/1/SMART-Service-oriented_Valentim_2018.pdfee78ce8117e7d6879f4e0557462ac02bMD51TEXTSMART-Service-oriented_Valentim_2018.pdf.txtSMART-Service-oriented_Valentim_2018.pdf.txtExtracted texttext/plain51543https://repositorio.ufrn.br/bitstream/123456789/29299/4/SMART-Service-oriented_Valentim_2018.pdf.txte4fe4762a76766a0aa470f2449ff2537MD54THUMBNAILSMART-Service-oriented_Valentim_2018.pdf.jpgSMART-Service-oriented_Valentim_2018.pdf.jpgGenerated Thumbnailimage/jpeg1589https://repositorio.ufrn.br/bitstream/123456789/29299/5/SMART-Service-oriented_Valentim_2018.pdf.jpg2eabbca696ad8aa80d1db0d85bc90d18MD55123456789/292992020-06-21 04:45:29.511oai:https://repositorio.ufrn.br:123456789/29299Tk9OLUVYQ0xVU0lWRSBESVNUUklCVVRJT04gTElDRU5TRQoKCkJ5IHNpZ25pbmcgYW5kIGRlbGl2ZXJpbmcgdGhpcyBsaWNlbnNlLCBNci4gKGF1dGhvciBvciBjb3B5cmlnaHQgaG9sZGVyKToKCgphKSBHcmFudHMgdGhlIFVuaXZlcnNpZGFkZSBGZWRlcmFsIFJpbyBHcmFuZGUgZG8gTm9ydGUgdGhlIG5vbi1leGNsdXNpdmUgcmlnaHQgb2YKcmVwcm9kdWNlLCBjb252ZXJ0IChhcyBkZWZpbmVkIGJlbG93KSwgY29tbXVuaWNhdGUgYW5kIC8gb3IKZGlzdHJpYnV0ZSB0aGUgZGVsaXZlcmVkIGRvY3VtZW50IChpbmNsdWRpbmcgYWJzdHJhY3QgLyBhYnN0cmFjdCkgaW4KZGlnaXRhbCBvciBwcmludGVkIGZvcm1hdCBhbmQgaW4gYW55IG1lZGl1bS4KCmIpIERlY2xhcmVzIHRoYXQgdGhlIGRvY3VtZW50IHN1Ym1pdHRlZCBpcyBpdHMgb3JpZ2luYWwgd29yaywgYW5kIHRoYXQKeW91IGhhdmUgdGhlIHJpZ2h0IHRvIGdyYW50IHRoZSByaWdodHMgY29udGFpbmVkIGluIHRoaXMgbGljZW5zZS4gRGVjbGFyZXMKdGhhdCB0aGUgZGVsaXZlcnkgb2YgdGhlIGRvY3VtZW50IGRvZXMgbm90IGluZnJpbmdlLCBhcyBmYXIgYXMgaXQgaXMKdGhlIHJpZ2h0cyBvZiBhbnkgb3RoZXIgcGVyc29uIG9yIGVudGl0eS4KCmMpIElmIHRoZSBkb2N1bWVudCBkZWxpdmVyZWQgY29udGFpbnMgbWF0ZXJpYWwgd2hpY2ggZG9lcyBub3QKcmlnaHRzLCBkZWNsYXJlcyB0aGF0IGl0IGhhcyBvYnRhaW5lZCBhdXRob3JpemF0aW9uIGZyb20gdGhlIGhvbGRlciBvZiB0aGUKY29weXJpZ2h0IHRvIGdyYW50IHRoZSBVbml2ZXJzaWRhZGUgRmVkZXJhbCBkbyBSaW8gR3JhbmRlIGRvIE5vcnRlIHRoZSByaWdodHMgcmVxdWlyZWQgYnkgdGhpcyBsaWNlbnNlLCBhbmQgdGhhdCB0aGlzIG1hdGVyaWFsIHdob3NlIHJpZ2h0cyBhcmUgb2YKdGhpcmQgcGFydGllcyBpcyBjbGVhcmx5IGlkZW50aWZpZWQgYW5kIHJlY29nbml6ZWQgaW4gdGhlIHRleHQgb3IKY29udGVudCBvZiB0aGUgZG9jdW1lbnQgZGVsaXZlcmVkLgoKSWYgdGhlIGRvY3VtZW50IHN1Ym1pdHRlZCBpcyBiYXNlZCBvbiBmdW5kZWQgb3Igc3VwcG9ydGVkIHdvcmsKYnkgYW5vdGhlciBpbnN0aXR1dGlvbiBvdGhlciB0aGFuIHRoZSBVbml2ZXJzaWRhZGUgRmVkZXJhbCBkbyBSaW8gR3JhbmRlIGRvIE5vcnRlLCBkZWNsYXJlcyB0aGF0IGl0IGhhcyBmdWxmaWxsZWQgYW55IG9ibGlnYXRpb25zIHJlcXVpcmVkIGJ5IHRoZSByZXNwZWN0aXZlIGFncmVlbWVudCBvciBhZ3JlZW1lbnQuCgpUaGUgVW5pdmVyc2lkYWRlIEZlZGVyYWwgZG8gUmlvIEdyYW5kZSBkbyBOb3J0ZSB3aWxsIGNsZWFybHkgaWRlbnRpZnkgaXRzIG5hbWUgKHMpIGFzIHRoZSBhdXRob3IgKHMpIG9yIGhvbGRlciAocykgb2YgdGhlIGRvY3VtZW50J3MgcmlnaHRzCmRlbGl2ZXJlZCwgYW5kIHdpbGwgbm90IG1ha2UgYW55IGNoYW5nZXMsIG90aGVyIHRoYW4gdGhvc2UgcGVybWl0dGVkIGJ5CnRoaXMgbGljZW5zZQo=Repositório de PublicaçõesPUBhttp://repositorio.ufrn.br/oai/opendoar:2020-06-21T07:45:29Repositório Institucional da UFRN - Universidade Federal do Rio Grande do Norte (UFRN)false
dc.title.pt_BR.fl_str_mv SMART: a service-oriented architecture for monitoring and assessing Brazil’s Telehealth outcomes
title SMART: a service-oriented architecture for monitoring and assessing Brazil’s Telehealth outcomes
spellingShingle SMART: a service-oriented architecture for monitoring and assessing Brazil’s Telehealth outcomes
Paiva, Jailton Carlos de
Telehealth
Evaluation
Standardization
SOA
Integration
Interoperability
title_short SMART: a service-oriented architecture for monitoring and assessing Brazil’s Telehealth outcomes
title_full SMART: a service-oriented architecture for monitoring and assessing Brazil’s Telehealth outcomes
title_fullStr SMART: a service-oriented architecture for monitoring and assessing Brazil’s Telehealth outcomes
title_full_unstemmed SMART: a service-oriented architecture for monitoring and assessing Brazil’s Telehealth outcomes
title_sort SMART: a service-oriented architecture for monitoring and assessing Brazil’s Telehealth outcomes
author Paiva, Jailton Carlos de
author_facet Paiva, Jailton Carlos de
Carvalho, Túlio de Paiva Marques
Vilela, Allyson Bruno Campos Barros
Nóbrega, Giovani Ângelo Silva da
Souza, Beatriz Soares de
Valentim, Ricardo Alexsandro de Medeiros
author_role author
author2 Carvalho, Túlio de Paiva Marques
Vilela, Allyson Bruno Campos Barros
Nóbrega, Giovani Ângelo Silva da
Souza, Beatriz Soares de
Valentim, Ricardo Alexsandro de Medeiros
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Paiva, Jailton Carlos de
Carvalho, Túlio de Paiva Marques
Vilela, Allyson Bruno Campos Barros
Nóbrega, Giovani Ângelo Silva da
Souza, Beatriz Soares de
Valentim, Ricardo Alexsandro de Medeiros
dc.subject.por.fl_str_mv Telehealth
Evaluation
Standardization
SOA
Integration
Interoperability
topic Telehealth
Evaluation
Standardization
SOA
Integration
Interoperability
description Introduction: Brazilian Telehealth Program was instituted by the Ministry of Health in 2007. Its initial structure was composed of nine telehealth centers administered by public higher education institutions. No standards, processes, applications or quality indicators had been defined since its creation. All this, combined with the decentralization of the centers, led each one of them to develop their own system, with different programming languages and architectures. The lack of regulation and integration of the information with the Ministry of Health made it difficult to evaluate the program. In this context, this paper describes the specification, implementation, and validation of an architecture, entitled SMART, to integrate the various telehealth platforms developed by the centers. Such architecture aims to standardize information so that the Ministry of Health can monitor and evaluate the results of Telehealth actions. Methods: SMART’s architecture consists of four main components: a web tool for data manipulation; a web service to receive the center’s production data; a component responsible for converting the received data into decision support data; and a component that collects data from external sources to compose the data warehouse. Results: The architecture was validated with performance tests, which were executed under extreme workloads. The results of the experiments were summarized in order to attest SMART’s effectiveness. Conclusion: The analysis of the results obtained on real data shows that the project’s performance remained stable under the workloads and its high quality was proven due to the absence of errors during the experiments
publishDate 2018
dc.date.issued.fl_str_mv 2018
dc.date.accessioned.fl_str_mv 2020-06-18T15:02:26Z
dc.date.available.fl_str_mv 2020-06-18T15:02:26Z
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dc.identifier.citation.fl_str_mv PAIVA, J. C.; CARVALHO, T. P. M.; VILELA, A. B. C. B.; NOBREGA, G. A. S.; SOUZA, B. S.; VALENTIM, R.A.M . SMART: a service-oriented architecture for monitoring and assessing Brazil's Telehealth outcomes. Research on Biomedical Engineering, v. 34, p. 317-328, 2018. Disponível em: https://www.rbejournal.org/article/doi/10.1590/2446-4740.18004. Acesso em: 16 jun 2020. http://dx.doi.org/10.1590/2446-4740.18004.
dc.identifier.uri.fl_str_mv https://repositorio.ufrn.br/jspui/handle/123456789/29299
dc.identifier.issn.none.fl_str_mv 2446-4740
dc.identifier.doi.none.fl_str_mv 10.1590/2446-4740.18004
identifier_str_mv PAIVA, J. C.; CARVALHO, T. P. M.; VILELA, A. B. C. B.; NOBREGA, G. A. S.; SOUZA, B. S.; VALENTIM, R.A.M . SMART: a service-oriented architecture for monitoring and assessing Brazil's Telehealth outcomes. Research on Biomedical Engineering, v. 34, p. 317-328, 2018. Disponível em: https://www.rbejournal.org/article/doi/10.1590/2446-4740.18004. Acesso em: 16 jun 2020. http://dx.doi.org/10.1590/2446-4740.18004.
2446-4740
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