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Application of natural language processing to predict final recommendation of Brazilian health technology assessment reports.

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Title: Application of natural language processing to predict final recommendation of Brazilian health technology assessment reports.
Authors: Cardoso MMA; Health Technology Assessment Unit, Hospital das Clínicas da Faculdade de Medicina de Botucatu, Botucatu, Brazil.; Laboratory of Data Science and Predictive Analysis in Health, Hospital das Clínicas da Faculdade de Medicina de Botucatu, Botucatu, Brazil., Machado-Rugolo J; Health Technology Assessment Unit, Hospital das Clínicas da Faculdade de Medicina de Botucatu, Botucatu, Brazil.; Laboratory of Data Science and Predictive Analysis in Health, Hospital das Clínicas da Faculdade de Medicina de Botucatu, Botucatu, Brazil., Thabane L; Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada.; Biostatistics Unit, St Joseph's Healthcare Hamilton, Hamilton, ON, Canada.; Faculty of Health Sciences, University of Johannesburg, Johannesburg, South Africa., da Rocha NC; Laboratory of Data Science and Predictive Analysis in Health, Hospital das Clínicas da Faculdade de Medicina de Botucatu, Botucatu, Brazil., Barbosa AMP; Laboratory of Data Science and Predictive Analysis in Health, Hospital das Clínicas da Faculdade de Medicina de Botucatu, Botucatu, Brazil.; Department of Ophthalmology, Otorhinolaryngology and Head and Neck Surgery, Medical School (FMB) of São Paulo State University, Botucatu, Brazil., Komoda DS; Department of Collective Health, University of Campinas, Campinas, Brazil., de Almeida JTC; Health Technology Assessment Unit, Hospital das Clínicas da Faculdade de Medicina de Botucatu, Botucatu, Brazil.; Laboratory of Data Science and Predictive Analysis in Health, Hospital das Clínicas da Faculdade de Medicina de Botucatu, Botucatu, Brazil., Curado DDSP; Department of Management and Incorporation of Health Technologies, Ministry of Health, Brasilia, Distrito Federal, Brazil., Weber SAT; Health Technology Assessment Unit, Hospital das Clínicas da Faculdade de Medicina de Botucatu, Botucatu, Brazil.; Department of Ophthalmology, Otorhinolaryngology and Head and Neck Surgery, Medical School (FMB) of São Paulo State University, Botucatu, Brazil., de Andrade LGM; Laboratory of Data Science and Predictive Analysis in Health, Hospital das Clínicas da Faculdade de Medicina de Botucatu, Botucatu, Brazil.; Department of Internal Medicine, Medical School (FMB) of São Paulo State University, Botucatu, Brazil.
Source: International journal of technology assessment in health care [Int J Technol Assess Health Care] 2024 Apr 12; Vol. 40 (1), pp. e19. Date of Electronic Publication: 2024 Apr 12.
Publication Type: Journal Article
Journal Info: Publisher: Cambridge University Press Country of Publication: England NLM ID: 8508113 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-6348 (Electronic) Linking ISSN: 02664623 NLM ISO Abbreviation: Int J Technol Assess Health Care Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Application of natural language processing to predict final recommendation of Brazilian health technology assessment reports.
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  Data: <searchLink fieldCode="AU" term="%22Cardoso+MMA%22">Cardoso MMA</searchLink>; Health Technology Assessment Unit, Hospital das Clínicas da Faculdade de Medicina de Botucatu, Botucatu, Brazil.; Laboratory of Data Science and Predictive Analysis in Health, Hospital das Clínicas da Faculdade de Medicina de Botucatu, Botucatu, Brazil.<br /><searchLink fieldCode="AU" term="%22Machado-Rugolo+J%22">Machado-Rugolo J</searchLink>; Health Technology Assessment Unit, Hospital das Clínicas da Faculdade de Medicina de Botucatu, Botucatu, Brazil.; Laboratory of Data Science and Predictive Analysis in Health, Hospital das Clínicas da Faculdade de Medicina de Botucatu, Botucatu, Brazil.<br /><searchLink fieldCode="AU" term="%22Thabane+L%22">Thabane L</searchLink>; Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada.; Biostatistics Unit, St Joseph's Healthcare Hamilton, Hamilton, ON, Canada.; Faculty of Health Sciences, University of Johannesburg, Johannesburg, South Africa.<br /><searchLink fieldCode="AU" term="%22da+Rocha+NC%22">da Rocha NC</searchLink>; Laboratory of Data Science and Predictive Analysis in Health, Hospital das Clínicas da Faculdade de Medicina de Botucatu, Botucatu, Brazil.<br /><searchLink fieldCode="AU" term="%22Barbosa+AMP%22">Barbosa AMP</searchLink>; Laboratory of Data Science and Predictive Analysis in Health, Hospital das Clínicas da Faculdade de Medicina de Botucatu, Botucatu, Brazil.; Department of Ophthalmology, Otorhinolaryngology and Head and Neck Surgery, Medical School (FMB) of São Paulo State University, Botucatu, Brazil.<br /><searchLink fieldCode="AU" term="%22Komoda+DS%22">Komoda DS</searchLink>; Department of Collective Health, University of Campinas, Campinas, Brazil.<br /><searchLink fieldCode="AU" term="%22de+Almeida+JTC%22">de Almeida JTC</searchLink>; Health Technology Assessment Unit, Hospital das Clínicas da Faculdade de Medicina de Botucatu, Botucatu, Brazil.; Laboratory of Data Science and Predictive Analysis in Health, Hospital das Clínicas da Faculdade de Medicina de Botucatu, Botucatu, Brazil.<br /><searchLink fieldCode="AU" term="%22Curado+DDSP%22">Curado DDSP</searchLink>; Department of Management and Incorporation of Health Technologies, Ministry of Health, Brasilia, Distrito Federal, Brazil.<br /><searchLink fieldCode="AU" term="%22Weber+SAT%22">Weber SAT</searchLink>; Health Technology Assessment Unit, Hospital das Clínicas da Faculdade de Medicina de Botucatu, Botucatu, Brazil.; Department of Ophthalmology, Otorhinolaryngology and Head and Neck Surgery, Medical School (FMB) of São Paulo State University, Botucatu, Brazil.<br /><searchLink fieldCode="AU" term="%22de+Andrade+LGM%22">de Andrade LGM</searchLink>; Laboratory of Data Science and Predictive Analysis in Health, Hospital das Clínicas da Faculdade de Medicina de Botucatu, Botucatu, Brazil.; Department of Internal Medicine, Medical School (FMB) of São Paulo State University, Botucatu, Brazil.
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              Text: 2024 Apr 12
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