Beyond Comparing Machine Learning and Logistic Regression in Clinical Prediction Modelling: Shifting from Model Debate to Data Quality.
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| Title: | Beyond Comparing Machine Learning and Logistic Regression in Clinical Prediction Modelling: Shifting from Model Debate to Data Quality. |
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| Authors: | Hu, Yanan1, yanan.hu@monash.edu, Zhang, Xin2, Slavin, Valerie3,4,5,6, Belsti, Yitayeh1, Tiruneh, Sofonyas Abebaw1, Callander, Emily1,7, Enticott, Joanne1 |
| Source: | Journal of Medical Internet Research; 2025, Vol. 27, p1-6, 6p |
| Database: | Applied Science & Technology Source |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: aci DbLabel: Applied Science & Technology Source An: 190701439 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=aci&AN=190701439 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.2196/77721 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 6 StartPage: 1 Titles: – TitleFull: Beyond Comparing Machine Learning and Logistic Regression in Clinical Prediction Modelling: Shifting from Model Debate to Data Quality. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Hu, Yanan – PersonEntity: Name: NameFull: Zhang, Xin – PersonEntity: Name: NameFull: Slavin, Valerie – PersonEntity: Name: NameFull: Belsti, Yitayeh – PersonEntity: Name: NameFull: Tiruneh, Sofonyas Abebaw – PersonEntity: Name: NameFull: Callander, Emily – PersonEntity: Name: NameFull: Enticott, Joanne IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Text: 2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 14394456 Numbering: – Type: volume Value: 27 Titles: – TitleFull: Journal of Medical Internet Research Type: main |
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