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https://hdl.handle.net/1822/52458
Título: | Length of hospital stay and quality of care |
Autor(es): | Neves, José Abelha, Vasco António Pinheiro Costa Vicente, Henrique Neves, João Machado, José Manuel |
Palavras-chave: | Artificial neural networks Knowledge representation and reasoning Length of hospital stay Logic programming |
Data: | 2016 |
Editora: | Springer |
Revista: | Advances in Intelligent Systems and Computing |
Citação: | Neves, J., Abelha, V., Vicente, H., Neves, J., & Machado, J. (2016). Length of Hospital Stay and Quality of Care. In Knowledge, Information and Creativity Support Systems (pp. 273-287). Springer, Cham. |
Resumo(s): | The relationship between Length Of hospital Stay (LOS) and Quality-of- Care (QofC) is demanding and difficult to assess. Indeed, a multifaceted intertwining network of countless services and LOS factors is available, which may range from organizational culture to hospital physicians availability, without discarding the possibility of lifting the foot on intermediate care services, to the customs and cultures of the people. On health policy terms, LOS remains a measurable index of efficiency, and most of the studies that have been undertaken show that QoC or health outcomes do not appear to be compromised by reductions in LOS times. Therefore, and in order to assess this statement, a Logic Programming based methodology to Knowledge Representation and Reasoning, allowing the modeling of the universe of discourse in terms of defective data, information and knowledge is used, being complemented with an Artificial Neural Networks based approach to computing, allowing one to predict for how long a patient should remain in a hospital or at home, during his/her illness experience. |
Tipo: | Artigo em ata de conferência |
URI: | https://hdl.handle.net/1822/52458 |
ISBN: | 978-3-319-27477-5 |
e-ISBN: | 978-3-319-27478-2 |
DOI: | 10.1007/978-3-319-27478-2_19 |
ISSN: | 2194-5357 |
Versão da editora: | https://link.springer.com/book/10.1007/978-3-319-27478-2 |
Arbitragem científica: | yes |
Acesso: | Acesso restrito UMinho |
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Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
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2016_KICSS_2014.pdf Acesso restrito! | 627,83 kB | Adobe PDF | Ver/Abrir |