Machine Learning-Based Multiclass Classification of Cognitive Stages Using Plasma Biomarkers, Clinical Assessments, and Genetic Features: A Repeated, Nested Cross-Validation Study in ADNI with External Evaluation in CNTN.
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| Title: | Machine Learning-Based Multiclass Classification of Cognitive Stages Using Plasma Biomarkers, Clinical Assessments, and Genetic Features: A Repeated, Nested Cross-Validation Study in ADNI with External Evaluation in CNTN. |
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| Authors: | Xu, Jiayuan1 (AUTHOR), Costen, Fumie1 (AUTHOR) fumie.costen@manchester.ac.uk |
| Source: | Diagnostics (2075-4418). Jun2026, Vol. 16 Issue 12, p1755. 19p. |
| Database: | Academic Search Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Items | – Name: Title Label: Title Group: Ti Data: Machine Learning-Based Multiclass Classification of Cognitive Stages Using Plasma Biomarkers, Clinical Assessments, and Genetic Features: A Repeated, Nested Cross-Validation Study in ADNI with External Evaluation in CNTN. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Xu%2C+Jiayuan%22">Xu, Jiayuan</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Costen%2C+Fumie%22">Costen, Fumie</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> fumie.costen@manchester.ac.uk</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Diagnostics+%282075-4418%29%22">Diagnostics (2075-4418)</searchLink>. Jun2026, Vol. 16 Issue 12, p1755. 19p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=194906670 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/diagnostics16121755 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 19 StartPage: 1755 Titles: – TitleFull: Machine Learning-Based Multiclass Classification of Cognitive Stages Using Plasma Biomarkers, Clinical Assessments, and Genetic Features: A Repeated, Nested Cross-Validation Study in ADNI with External Evaluation in CNTN. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Xu, Jiayuan – PersonEntity: Name: NameFull: Costen, Fumie IsPartOfRelationships: – BibEntity: Dates: – D: 15 M: 06 Text: Jun2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 20754418 Numbering: – Type: volume Value: 16 – Type: issue Value: 12 Titles: – TitleFull: Diagnostics (2075-4418) Type: main |
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