Application of machine-learning algorithms to identify the key determinants of risk for HIV, hepatitis C and hepatitis B in primary care settings.
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| Title: | Application of machine-learning algorithms to identify the key determinants of risk for HIV, hepatitis C and hepatitis B in primary care settings. |
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| Authors: | Manley H; UK Health Security Agency, London, UK., Leber W; Queen Mary University London, London, UK., Smith K; Queen Mary University London, London, UK., Farooq HZ; Queen Mary University London, London, UK., Pareek M; University of Leicester, Leicester, UK., Baggaley RF; University of Leicester, Leicester, UK.; University College London, London, UK., Anderson J; Queen Mary University London, London, UK.; Homerton Healthcare NHS Foundation Trust, London, UK., Loman L; UK Health Security Agency, London, UK., Griffiths C; Nuffield Department of Primary Care, University of Oxford, Oxford, UK., Robson J; Queen Mary University London, London, UK., Panovska-Griffiths J; UK Health Security Agency, London, UK. jasmina.panovska-griffiths@ndph.ox.ac.uk.; The Pandemic Sciences Institute, Nuffield Department of Medicine, University of Oxford, Oxford, UK. jasmina.panovska-griffiths@ndph.ox.ac.uk.; The Queen's College, University of Oxford, Oxford, UK. jasmina.panovska-griffiths@ndph.ox.ac.uk. |
| Source: | BMC infectious diseases [BMC Infect Dis] 2026 May 11. Date of Electronic Publication: 2026 May 11. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: BioMed Central Country of Publication: England NLM ID: 100968551 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1471-2334 (Electronic) Linking ISSN: 14712334 NLM ISO Abbreviation: BMC Infect Dis Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42115877 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Application of machine-learning algorithms to identify the key determinants of risk for HIV, hepatitis C and hepatitis B in primary care settings. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Manley+H%22">Manley H</searchLink>; UK Health Security Agency, London, UK.<br /><searchLink fieldCode="AU" term="%22Leber+W%22">Leber W</searchLink>; Queen Mary University London, London, UK.<br /><searchLink fieldCode="AU" term="%22Smith+K%22">Smith K</searchLink>; Queen Mary University London, London, UK.<br /><searchLink fieldCode="AU" term="%22Farooq+HZ%22">Farooq HZ</searchLink>; Queen Mary University London, London, UK.<br /><searchLink fieldCode="AU" term="%22Pareek+M%22">Pareek M</searchLink>; University of Leicester, Leicester, UK.<br /><searchLink fieldCode="AU" term="%22Baggaley+RF%22">Baggaley RF</searchLink>; University of Leicester, Leicester, UK.; University College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Anderson+J%22">Anderson J</searchLink>; Queen Mary University London, London, UK.; Homerton Healthcare NHS Foundation Trust, London, UK.<br /><searchLink fieldCode="AU" term="%22Loman+L%22">Loman L</searchLink>; UK Health Security Agency, London, UK.<br /><searchLink fieldCode="AU" term="%22Griffiths+C%22">Griffiths C</searchLink>; Nuffield Department of Primary Care, University of Oxford, Oxford, UK.<br /><searchLink fieldCode="AU" term="%22Robson+J%22">Robson J</searchLink>; Queen Mary University London, London, UK.<br /><searchLink fieldCode="AU" term="%22Panovska-Griffiths+J%22">Panovska-Griffiths J</searchLink>; UK Health Security Agency, London, UK. jasmina.panovska-griffiths@ndph.ox.ac.uk.; The Pandemic Sciences Institute, Nuffield Department of Medicine, University of Oxford, Oxford, UK. jasmina.panovska-griffiths@ndph.ox.ac.uk.; The Queen's College, University of Oxford, Oxford, UK. jasmina.panovska-griffiths@ndph.ox.ac.uk. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22100968551%22">BMC infectious diseases</searchLink> [BMC Infect Dis] 2026 May 11. <i>Date of Electronic Publication: </i>2026 May 11. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>100968551 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1471-2334 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214712334%22">14712334 </searchLink><i>NLM ISO Abbreviation: </i>BMC Infect Dis <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42115877 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1186/s12879-026-13247-0 Languages: – Code: eng Text: English Titles: – TitleFull: Application of machine-learning algorithms to identify the key determinants of risk for HIV, hepatitis C and hepatitis B in primary care settings. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Manley H – PersonEntity: Name: NameFull: Leber W – PersonEntity: Name: NameFull: Smith K – PersonEntity: Name: NameFull: Farooq HZ – PersonEntity: Name: NameFull: Pareek M – PersonEntity: Name: NameFull: Baggaley RF – PersonEntity: Name: NameFull: Anderson J – PersonEntity: Name: NameFull: Loman L – PersonEntity: Name: NameFull: Griffiths C – PersonEntity: Name: NameFull: Robson J – PersonEntity: Name: NameFull: Panovska-Griffiths J IsPartOfRelationships: – BibEntity: Dates: – D: 11 M: 05 Text: 2026 May 11 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1471-2334 Titles: – TitleFull: BMC infectious diseases Type: main |
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