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Global performance of predictive models for dengue severity, hospitalization and mortality: A systematic review and meta-analysis of 146 studies.

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Title: Global performance of predictive models for dengue severity, hospitalization and mortality: A systematic review and meta-analysis of 146 studies.
Authors: Delpino FM; ISARIC, South-America Hub, Oswaldo Cruz Foundation (FIOCRUZ), Rio de Janeiro, Brazil; Center for Healthcare Operations and Intelligence (NOIS), Department of Industrial Engineering, PUC-Rio, Rio de Janeiro, RJ, Brazil. Electronic address: fmdsocial@outlook.com., Peres IT; ISARIC, South-America Hub, Oswaldo Cruz Foundation (FIOCRUZ), Rio de Janeiro, Brazil; Center for Healthcare Operations and Intelligence (NOIS), Department of Industrial Engineering, PUC-Rio, Rio de Janeiro, RJ, Brazil; Department of Industrial Engineering (DEI), Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro, Brazil., Gusberti T; ISARIC, South-America Hub, Oswaldo Cruz Foundation (FIOCRUZ), Rio de Janeiro, Brazil; Center for Healthcare Operations and Intelligence (NOIS), Department of Industrial Engineering, PUC-Rio, Rio de Janeiro, RJ, Brazil., de Lima CJ; ISARIC, South-America Hub, Oswaldo Cruz Foundation (FIOCRUZ), Rio de Janeiro, Brazil; Center for Healthcare Operations and Intelligence (NOIS), Department of Industrial Engineering, PUC-Rio, Rio de Janeiro, RJ, Brazil; Universidade Federal de Pernambuco, Recife, Brazil., Duque S; ISARIC, Pandemic Sciences Institute, University of Oxford, Oxford, UK., Merson L; ISARIC, Pandemic Sciences Institute, University of Oxford, Oxford, UK; Institut Pasteur de Dakar, Dakar, Senegal., Garcia-Gallo E; ISARIC, Pandemic Sciences Institute, University of Oxford, Oxford, UK., Hamacher S; ISARIC, South-America Hub, Oswaldo Cruz Foundation (FIOCRUZ), Rio de Janeiro, Brazil; Center for Healthcare Operations and Intelligence (NOIS), Department of Industrial Engineering, PUC-Rio, Rio de Janeiro, RJ, Brazil; Department of Industrial Engineering (DEI), Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro, Brazil., Ranzani OT; ISARIC, South-America Hub, Oswaldo Cruz Foundation (FIOCRUZ), Rio de Janeiro, Brazil; Center for Healthcare Operations and Intelligence (NOIS), Department of Industrial Engineering, PUC-Rio, Rio de Janeiro, RJ, Brazil; DataHealth Lab, Institut de Recerca Sant Pau (IR SANT PAU), Barcelona, Spain., Bozza FA; ISARIC, South-America Hub, Oswaldo Cruz Foundation (FIOCRUZ), Rio de Janeiro, Brazil; Center for Healthcare Operations and Intelligence (NOIS), Department of Industrial Engineering, PUC-Rio, Rio de Janeiro, RJ, Brazil; Vice Presidency of Environment, Health Care and Health Promotion (VPAAPS), FIOCRUZ, RJ, Brazil; CHRC, NOVA Medical School, Universidade Nova de Lisboa, Lisboa, Portugal., Bastos LSL; ISARIC, South-America Hub, Oswaldo Cruz Foundation (FIOCRUZ), Rio de Janeiro, Brazil; Center for Healthcare Operations and Intelligence (NOIS), Department of Industrial Engineering, PUC-Rio, Rio de Janeiro, RJ, Brazil; Department of Industrial Engineering (DEI), Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro, Brazil.
Source: International journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases [Int J Infect Dis] 2026 Jun 16; Vol. 170, pp. 108879. Date of Electronic Publication: 2026 Jun 16.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Country of Publication: Canada NLM ID: 9610933 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1878-3511 (Electronic) Linking ISSN: 12019712 NLM ISO Abbreviation: Int J Infect Dis Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Delpino+FM%22">Delpino FM</searchLink>; ISARIC, South-America Hub, Oswaldo Cruz Foundation (FIOCRUZ), Rio de Janeiro, Brazil; Center for Healthcare Operations and Intelligence (NOIS), Department of Industrial Engineering, PUC-Rio, Rio de Janeiro, RJ, Brazil. Electronic address: fmdsocial@outlook.com.<br /><searchLink fieldCode="AU" term="%22Peres+IT%22">Peres IT</searchLink>; ISARIC, South-America Hub, Oswaldo Cruz Foundation (FIOCRUZ), Rio de Janeiro, Brazil; Center for Healthcare Operations and Intelligence (NOIS), Department of Industrial Engineering, PUC-Rio, Rio de Janeiro, RJ, Brazil; Department of Industrial Engineering (DEI), Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro, Brazil.<br /><searchLink fieldCode="AU" term="%22Gusberti+T%22">Gusberti T</searchLink>; ISARIC, South-America Hub, Oswaldo Cruz Foundation (FIOCRUZ), Rio de Janeiro, Brazil; Center for Healthcare Operations and Intelligence (NOIS), Department of Industrial Engineering, PUC-Rio, Rio de Janeiro, RJ, Brazil.<br /><searchLink fieldCode="AU" term="%22de+Lima+CJ%22">de Lima CJ</searchLink>; ISARIC, South-America Hub, Oswaldo Cruz Foundation (FIOCRUZ), Rio de Janeiro, Brazil; Center for Healthcare Operations and Intelligence (NOIS), Department of Industrial Engineering, PUC-Rio, Rio de Janeiro, RJ, Brazil; Universidade Federal de Pernambuco, Recife, Brazil.<br /><searchLink fieldCode="AU" term="%22Duque+S%22">Duque S</searchLink>; ISARIC, Pandemic Sciences Institute, University of Oxford, Oxford, UK.<br /><searchLink fieldCode="AU" term="%22Merson+L%22">Merson L</searchLink>; ISARIC, Pandemic Sciences Institute, University of Oxford, Oxford, UK; Institut Pasteur de Dakar, Dakar, Senegal.<br /><searchLink fieldCode="AU" term="%22Garcia-Gallo+E%22">Garcia-Gallo E</searchLink>; ISARIC, Pandemic Sciences Institute, University of Oxford, Oxford, UK.<br /><searchLink fieldCode="AU" term="%22Hamacher+S%22">Hamacher S</searchLink>; ISARIC, South-America Hub, Oswaldo Cruz Foundation (FIOCRUZ), Rio de Janeiro, Brazil; Center for Healthcare Operations and Intelligence (NOIS), Department of Industrial Engineering, PUC-Rio, Rio de Janeiro, RJ, Brazil; Department of Industrial Engineering (DEI), Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro, Brazil.<br /><searchLink fieldCode="AU" term="%22Ranzani+OT%22">Ranzani OT</searchLink>; ISARIC, South-America Hub, Oswaldo Cruz Foundation (FIOCRUZ), Rio de Janeiro, Brazil; Center for Healthcare Operations and Intelligence (NOIS), Department of Industrial Engineering, PUC-Rio, Rio de Janeiro, RJ, Brazil; DataHealth Lab, Institut de Recerca Sant Pau (IR SANT PAU), Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Bozza+FA%22">Bozza FA</searchLink>; ISARIC, South-America Hub, Oswaldo Cruz Foundation (FIOCRUZ), Rio de Janeiro, Brazil; Center for Healthcare Operations and Intelligence (NOIS), Department of Industrial Engineering, PUC-Rio, Rio de Janeiro, RJ, Brazil; Vice Presidency of Environment, Health Care and Health Promotion (VPAAPS), FIOCRUZ, RJ, Brazil; CHRC, NOVA Medical School, Universidade Nova de Lisboa, Lisboa, Portugal.<br /><searchLink fieldCode="AU" term="%22Bastos+LSL%22">Bastos LSL</searchLink>; ISARIC, South-America Hub, Oswaldo Cruz Foundation (FIOCRUZ), Rio de Janeiro, Brazil; Center for Healthcare Operations and Intelligence (NOIS), Department of Industrial Engineering, PUC-Rio, Rio de Janeiro, RJ, Brazil; Department of Industrial Engineering (DEI), Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro, Brazil.
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