Interpretable machine learning for chronic kidney disease prediction: Insights from SHAP and LIME analyses.
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| Title: | Interpretable machine learning for chronic kidney disease prediction: Insights from SHAP and LIME analyses. |
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| Authors: | Mehdi Chouit, El1 (AUTHOR) elmehdi.chouit@gmail.com, Rachdi, Mohamed2 (AUTHOR), Bellafkih, Mostafa1 (AUTHOR), Raouyane, Brahim3 (AUTHOR) |
| Source: | PLoS ONE. 2/26/2026, Vol. 21 Issue 2, p1-28. 28p. |
| Database: | Academic Search Ultimate |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 191951261 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Interpretable machine learning for chronic kidney disease prediction: Insights from SHAP and LIME analyses. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Mehdi+Chouit%2C+El%22">Mehdi Chouit, El</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> elmehdi.chouit@gmail.com</i><br /><searchLink fieldCode="AR" term="%22Rachdi%2C+Mohamed%22">Rachdi, Mohamed</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Bellafkih%2C+Mostafa%22">Bellafkih, Mostafa</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Raouyane%2C+Brahim%22">Raouyane, Brahim</searchLink><relatesTo>3</relatesTo> (AUTHOR) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22PLoS+ONE%22">PLoS ONE</searchLink>. 2/26/2026, Vol. 21 Issue 2, p1-28. 28p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=191951261 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1371/journal.pone.0343205 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 28 StartPage: 1 Titles: – TitleFull: Interpretable machine learning for chronic kidney disease prediction: Insights from SHAP and LIME analyses. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Mehdi Chouit, El – PersonEntity: Name: NameFull: Rachdi, Mohamed – PersonEntity: Name: NameFull: Bellafkih, Mostafa – PersonEntity: Name: NameFull: Raouyane, Brahim IsPartOfRelationships: – BibEntity: Dates: – D: 26 M: 02 Text: 2/26/2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 19326203 Numbering: – Type: volume Value: 21 – Type: issue Value: 2 Titles: – TitleFull: PLoS ONE Type: main |
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