Assessing the Performance of Machine Learning Methods Trained on Public Health Observational Data: A Case Study From COVID‐19.
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| Title: | Assessing the Performance of Machine Learning Methods Trained on Public Health Observational Data: A Case Study From COVID‐19. |
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| Authors: | Pigoli, Davide1,2 (AUTHOR) davide.pigoli@kcl.ac.uk, Baker, Kieran1,2 (AUTHOR), Budd, Jobie3 (AUTHOR), Butler, Lorraine4 (AUTHOR), Coppock, Harry2,5 (AUTHOR), Egglestone, Sabrina4 (AUTHOR), Gilmour, Steven G.1,2 (AUTHOR), Holmes, Chris2,6 (AUTHOR), Hurley, David4 (AUTHOR), Jersakova, Radka2 (AUTHOR), Kiskin, Ivan7 (AUTHOR), Koutra, Vasiliki1,2 (AUTHOR), Mellor, Jonathon4 (AUTHOR), Nicholson, George2,6 (AUTHOR), Packham, Joe4 (AUTHOR), Patel, Selina3,4 (AUTHOR), Payne, Richard4 (AUTHOR), Roberts, Stephen J.8 (AUTHOR), Schuller, Björn W.2,5 (AUTHOR), Tendero‐Cañadas, Ana4,9 (AUTHOR) |
| Source: | Statistics in Medicine. 11/10/2024, Vol. 43 Issue 25, p4861-4871. 11p. |
| Database: | Mathematics Source |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: msf DbLabel: Mathematics Source An: 180375509 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=msf&AN=180375509 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1002/sim.10211 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 11 StartPage: 4861 Titles: – TitleFull: Assessing the Performance of Machine Learning Methods Trained on Public Health Observational Data: A Case Study From COVID‐19. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Pigoli, Davide – PersonEntity: Name: NameFull: Baker, Kieran – PersonEntity: Name: NameFull: Budd, Jobie – PersonEntity: Name: NameFull: Butler, Lorraine – PersonEntity: Name: NameFull: Coppock, Harry – PersonEntity: Name: NameFull: Egglestone, Sabrina – PersonEntity: Name: NameFull: Gilmour, Steven G. – PersonEntity: Name: NameFull: Holmes, Chris – PersonEntity: Name: NameFull: Hurley, David – PersonEntity: Name: NameFull: Jersakova, Radka – PersonEntity: Name: NameFull: Kiskin, Ivan – PersonEntity: Name: NameFull: Koutra, Vasiliki – PersonEntity: Name: NameFull: Mellor, Jonathon – PersonEntity: Name: NameFull: Nicholson, George – PersonEntity: Name: NameFull: Packham, Joe – PersonEntity: Name: NameFull: Patel, Selina – PersonEntity: Name: NameFull: Payne, Richard – PersonEntity: Name: NameFull: Roberts, Stephen J. – PersonEntity: Name: NameFull: Schuller, Björn W. – PersonEntity: Name: NameFull: Tendero‐Cañadas, Ana IsPartOfRelationships: – BibEntity: Dates: – D: 10 M: 11 Text: 11/10/2024 Type: published Y: 2024 Identifiers: – Type: issn-print Value: 02776715 Numbering: – Type: volume Value: 43 – Type: issue Value: 25 Titles: – TitleFull: Statistics in Medicine Type: main |
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