Utilize este identificador para referenciar este registo:
https://hdl.handle.net/1822/89411
Título: | Intelligent systems in healthcare: an architecture proposal |
Autor(es): | Chaves, António Jorge Monteiro Martinez, Larissa Muriel Montenegro Peixoto, Hugo Abelha, António Gomes, Luís Machado, José Manuel |
Palavras-chave: | Artificial intelligence Intelligent healthcare Microservices Multi-agent systems |
Data: | Set-2023 |
Editora: | Springer |
Revista: | Lecture Notes in Networks and Systems |
Citação: | Chaves, A., Montenegro, L., Peixoto, H., Abelha, A., Gomes, L., Machado, J. (2023). Intelligent Systems in Healthcare: An Architecture Proposal. In: Novais, P., et al. Ambient Intelligence – Software and Applications – 14th International Symposium on Ambient Intelligence. ISAmI 2023. Lecture Notes in Networks and Systems, vol 770. Springer, Cham. https://doi.org/10.1007/978-3-031-43461-7_23 |
Resumo(s): | Multi-Agent Systems has existed for decades and has focused on principles such as loose coupling, distribution, reactivity, and local state. Despite substantial tool and programming language research and development, industry adoption of these systems has been restricted, particularly in the healthcare arena. Artificial intelligence, on the other hand, entails developing computer systems that can execute tasks that normally require human intelligence, such as decision-making, problem-solving, and learning. The goal of this article is to develop and implement an architecture that includes multi-agent systems with microservices, leveraging the capabilities of both methodologies in order to harness the power of Artificial Intelligence in the healthcare industry. It assesses the proposed architecture’s merits and downsides, as well as its relevance to various healthcare use cases and the influence on system scalability, adaptability, and maintainability. Indeed, the proposed architecture is capable of meeting the objectives while maintaining scalability, flexibility, and adaptability. |
Tipo: | Artigo em ata de conferência |
URI: | https://hdl.handle.net/1822/89411 |
ISBN: | 978-3-031-43460-0 |
e-ISBN: | 978-3-031-43461-7 |
DOI: | 10.1007/978-3-031-43461-7_23 |
ISSN: | 2367-3370 |
e-ISSN: | 2367-3389 |
Versão da editora: | https://link.springer.com/chapter/10.1007/978-3-031-43461-7_23 |
Arbitragem científica: | yes |
Acesso: | Acesso restrito UMinho |
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Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
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isami_dfu.pdf | 302,26 kB | Adobe PDF | Ver/Abrir |