Integrating artificial intelligence with mechanistic epidemiological modeling: a scoping review of opportunities and challenges.
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| Title: | Integrating artificial intelligence with mechanistic epidemiological modeling: a scoping review of opportunities and challenges. |
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| Authors: | Ye Y; Center for Infectious Disease Modeling and Analysis, Yale School of Public Health, New Haven, CT, USA., Pandey A; Center for Infectious Disease Modeling and Analysis, Yale School of Public Health, New Haven, CT, USA., Bawden C; Department of Microbiology and Immunology, McGill University, Montréal, QC, Canada.; Agent-Based Modelling Laboratory, York University, Toronto, ON, Canada., Sumsuzzman DM; Agent-Based Modelling Laboratory, York University, Toronto, ON, Canada., Rajput R; Center for Infectious Disease Modeling and Analysis, Yale School of Public Health, New Haven, CT, USA., Shoukat A; Department of Mathematics and Statistics, University of Regina, Regina, SK, Canada., Singer BH; Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA., Moghadas SM; Agent-Based Modelling Laboratory, York University, Toronto, ON, Canada., Galvani AP; Center for Infectious Disease Modeling and Analysis, Yale School of Public Health, New Haven, CT, USA. alison.galvani@yale.edu. |
| Source: | Nature communications [Nat Commun] 2025 Jan 10; Vol. 16 (1), pp. 581. Date of Electronic Publication: 2025 Jan 10. |
| Publication Type: | Journal Article; Scoping Review |
| Journal Info: | Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 39794317 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Integrating artificial intelligence with mechanistic epidemiological modeling: a scoping review of opportunities and challenges. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Ye+Y%22">Ye Y</searchLink>; Center for Infectious Disease Modeling and Analysis, Yale School of Public Health, New Haven, CT, USA.<br /><searchLink fieldCode="AU" term="%22Pandey+A%22">Pandey A</searchLink>; Center for Infectious Disease Modeling and Analysis, Yale School of Public Health, New Haven, CT, USA.<br /><searchLink fieldCode="AU" term="%22Bawden+C%22">Bawden C</searchLink>; Department of Microbiology and Immunology, McGill University, Montréal, QC, Canada.; Agent-Based Modelling Laboratory, York University, Toronto, ON, Canada.<br /><searchLink fieldCode="AU" term="%22Sumsuzzman+DM%22">Sumsuzzman DM</searchLink>; Agent-Based Modelling Laboratory, York University, Toronto, ON, Canada.<br /><searchLink fieldCode="AU" term="%22Rajput+R%22">Rajput R</searchLink>; Center for Infectious Disease Modeling and Analysis, Yale School of Public Health, New Haven, CT, USA.<br /><searchLink fieldCode="AU" term="%22Shoukat+A%22">Shoukat A</searchLink>; Department of Mathematics and Statistics, University of Regina, Regina, SK, Canada.<br /><searchLink fieldCode="AU" term="%22Singer+BH%22">Singer BH</searchLink>; Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA.<br /><searchLink fieldCode="AU" term="%22Moghadas+SM%22">Moghadas SM</searchLink>; Agent-Based Modelling Laboratory, York University, Toronto, ON, Canada.<br /><searchLink fieldCode="AU" term="%22Galvani+AP%22">Galvani AP</searchLink>; Center for Infectious Disease Modeling and Analysis, Yale School of Public Health, New Haven, CT, USA. alison.galvani@yale.edu. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101528555%22">Nature communications</searchLink> [Nat Commun] 2025 Jan 10; Vol. 16 (1), pp. 581. <i>Date of Electronic Publication: </i>2025 Jan 10. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Scoping Review – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Nature+Pub%2E+Group%22">Nature Pub. Group </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101528555 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2041-1723 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220411723%22">20411723 </searchLink><i>NLM ISO Abbreviation: </i>Nat Commun <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=39794317 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s41467-024-55461-x Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 581 Titles: – TitleFull: Integrating artificial intelligence with mechanistic epidemiological modeling: a scoping review of opportunities and challenges. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Ye Y – PersonEntity: Name: NameFull: Pandey A – PersonEntity: Name: NameFull: Bawden C – PersonEntity: Name: NameFull: Sumsuzzman DM – PersonEntity: Name: NameFull: Rajput R – PersonEntity: Name: NameFull: Shoukat A – PersonEntity: Name: NameFull: Singer BH – PersonEntity: Name: NameFull: Moghadas SM – PersonEntity: Name: NameFull: Galvani AP IsPartOfRelationships: – BibEntity: Dates: – D: 10 M: 01 Text: 2025 Jan 10 Type: published Y: 2025 Identifiers: – Type: issn-electronic Value: 2041-1723 Numbering: – Type: volume Value: 16 – Type: issue Value: 1 Titles: – TitleFull: Nature communications Type: main |
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