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Artificial intelligence applied to bed regulation in Rio Grande do Norte: Data analysis and application of machine learning on the "RegulaRN Leitos Gerais" platform.

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Title: Artificial intelligence applied to bed regulation in Rio Grande do Norte: Data analysis and application of machine learning on the "RegulaRN Leitos Gerais" platform.
Authors: Barreto TO; Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil., Farias FLO; Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil., Veras NVR; Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil.; Advanced Nucleus of Technological Innovation (NAVI), Federal Institute of Rio Grande do Norte (IFRN), Natal, Rio Grande do Norte, Brazil., Cardoso PH; Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil.; Advanced Nucleus of Technological Innovation (NAVI), Federal Institute of Rio Grande do Norte (IFRN), Natal, Rio Grande do Norte, Brazil., Silva GJPC; Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil., Pinheiro CO; Secretary of Public Health of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil., Medina MVB; Secretary of Public Health of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil., Fernandes FRDS; Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil., Barbalho IMP; Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil., Cortez LR; Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil.; Secretary of Public Health of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil., Santos JPQD; Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil.; Advanced Nucleus of Technological Innovation (NAVI), Federal Institute of Rio Grande do Norte (IFRN), Natal, Rio Grande do Norte, Brazil., Morais AHF; Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil.; Advanced Nucleus of Technological Innovation (NAVI), Federal Institute of Rio Grande do Norte (IFRN), Natal, Rio Grande do Norte, Brazil., Souza GF; Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil.; Advanced Nucleus of Technological Innovation (NAVI), Federal Institute of Rio Grande do Norte (IFRN), Natal, Rio Grande do Norte, Brazil., Machado GM; LyRIDS, ECE-Engineering School, Paris, France., Lucena MJNR; Department of Informatics and Applied Mathematics, Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil., Valentim RAM; Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil.
Source: PloS one [PLoS One] 2024 Dec 30; Vol. 19 (12), pp. e0315379. Date of Electronic Publication: 2024 Dec 30 (Print Publication: 2024).
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Artificial intelligence applied to bed regulation in Rio Grande do Norte: Data analysis and application of machine learning on the "RegulaRN Leitos Gerais" platform.
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  Data: <searchLink fieldCode="AU" term="%22Barreto+TO%22">Barreto TO</searchLink>; Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil.<br /><searchLink fieldCode="AU" term="%22Farias+FLO%22">Farias FLO</searchLink>; Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil.<br /><searchLink fieldCode="AU" term="%22Veras+NVR%22">Veras NVR</searchLink>; Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil.; Advanced Nucleus of Technological Innovation (NAVI), Federal Institute of Rio Grande do Norte (IFRN), Natal, Rio Grande do Norte, Brazil.<br /><searchLink fieldCode="AU" term="%22Cardoso+PH%22">Cardoso PH</searchLink>; Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil.; Advanced Nucleus of Technological Innovation (NAVI), Federal Institute of Rio Grande do Norte (IFRN), Natal, Rio Grande do Norte, Brazil.<br /><searchLink fieldCode="AU" term="%22Silva+GJPC%22">Silva GJPC</searchLink>; Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil.<br /><searchLink fieldCode="AU" term="%22Pinheiro+CO%22">Pinheiro CO</searchLink>; Secretary of Public Health of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil.<br /><searchLink fieldCode="AU" term="%22Medina+MVB%22">Medina MVB</searchLink>; Secretary of Public Health of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil.<br /><searchLink fieldCode="AU" term="%22Fernandes+FRDS%22">Fernandes FRDS</searchLink>; Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil.<br /><searchLink fieldCode="AU" term="%22Barbalho+IMP%22">Barbalho IMP</searchLink>; Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil.<br /><searchLink fieldCode="AU" term="%22Cortez+LR%22">Cortez LR</searchLink>; Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil.; Secretary of Public Health of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil.<br /><searchLink fieldCode="AU" term="%22Santos+JPQD%22">Santos JPQD</searchLink>; Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil.; Advanced Nucleus of Technological Innovation (NAVI), Federal Institute of Rio Grande do Norte (IFRN), Natal, Rio Grande do Norte, Brazil.<br /><searchLink fieldCode="AU" term="%22Morais+AHF%22">Morais AHF</searchLink>; Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil.; Advanced Nucleus of Technological Innovation (NAVI), Federal Institute of Rio Grande do Norte (IFRN), Natal, Rio Grande do Norte, Brazil.<br /><searchLink fieldCode="AU" term="%22Souza+GF%22">Souza GF</searchLink>; Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil.; Advanced Nucleus of Technological Innovation (NAVI), Federal Institute of Rio Grande do Norte (IFRN), Natal, Rio Grande do Norte, Brazil.<br /><searchLink fieldCode="AU" term="%22Machado+GM%22">Machado GM</searchLink>; LyRIDS, ECE-Engineering School, Paris, France.<br /><searchLink fieldCode="AU" term="%22Lucena+MJNR%22">Lucena MJNR</searchLink>; Department of Informatics and Applied Mathematics, Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil.<br /><searchLink fieldCode="AU" term="%22Valentim+RAM%22">Valentim RAM</searchLink>; Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil.
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  Data: <searchLink fieldCode="JN" term="%22101285081%22">PloS one</searchLink> [PLoS One] 2024 Dec 30; Vol. 19 (12), pp. e0315379. <i>Date of Electronic Publication: </i>2024 Dec 30 (<i>Print Publication: </i>2024).
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