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Towards the automation of systematic reviews using natural language processing, machine learning, and deep learning : a comprehensive review

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dc.contributor.authorOfori-Boateng, Regina
dc.contributor.authorAceves-Martins, Magaly
dc.contributor.authorWiratunga, Nirmalie
dc.contributor.authorMoreno-Garcia, Carlos Francisco
dc.contributor.institutionUniversity of Aberdeen.Rowett Instituteen
dc.date.accessioned2024-08-26T14:24:00Z
dc.date.available2024-08-26T14:24:00Z
dc.date.issued2024-07-09
dc.descriptionThe authors would like to thank members of the COMO project (https://www.comoprojectmx.com/) for supporting this research.en
dc.description.statusPeer revieweden
dc.format.extent60
dc.format.extent3234390
dc.identifier292035151
dc.identifier3ca1cd73-d7cf-4405-b257-0ae075e589aa
dc.identifier85198031178
dc.identifier.citationOfori-Boateng, R, Aceves-Martins, M, Wiratunga, N & Moreno-Garcia, C F 2024, 'Towards the automation of systematic reviews using natural language processing, machine learning, and deep learning : a comprehensive review', Artificial Intelligence Review, vol. 57, 200. https://doi.org/10.1007/s10462-024-10844-wen
dc.identifier.doi10.1007/s10462-024-10844-w
dc.identifier.issn0269-2821
dc.identifier.otherORCID: /0000-0002-9441-142X/work/166226361
dc.identifier.urihttps://hdl.handle.net/2164/24108
dc.identifier.urlhttp://www.scopus.com/inward/record.url?scp=85198031178&partnerID=8YFLogxKen
dc.identifier.vol57en
dc.language.isoeng
dc.relation.ispartofArtificial Intelligence Reviewen
dc.subjectSDG 3 - Good Health and Well-beingen
dc.subjectActive learningen
dc.subjectArtificial intelligenceen
dc.subjectDeep learningen
dc.subjectMachine learningen
dc.subjectNatural language processingen
dc.subjectSystematic reviewen
dc.subjectSystematic review automationen
dc.subjectR Medicine (General)en
dc.subjectLanguage and Linguisticsen
dc.subjectLinguistics and Languageen
dc.subjectArtificial Intelligenceen
dc.subjectSupplementary Informationen
dc.subjecthttps://static-content.springer.com/esm/art%3A10.1007%2Fs10462-024-10844-w/MediaObjects/10462_2024_10844_MOESM1_ESM.pdfen
dc.subjecthttps://static-content.springer.com/esm/art%3A10.1007%2Fs10462-024-10844-w/MediaObjects/10462_2024_10844_MOESM2_ESM.pdfen
dc.subject.lccR1en
dc.titleTowards the automation of systematic reviews using natural language processing, machine learning, and deep learning : a comprehensive reviewen
dc.typeJournal articleen

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