A pipeline of machine learning-driven multi-modal data fusion methods for prognostic risk analysis in bevacizumab-treated metastatic colorectal cancer.
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| Title: | A pipeline of machine learning-driven multi-modal data fusion methods for prognostic risk analysis in bevacizumab-treated metastatic colorectal cancer. |
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| Authors: | Thomas, Valentina1 (AUTHOR), Nyamundanda, Gift2 (AUTHOR), Lärkeryd, Adrian3 (AUTHOR), Hari, P. S.2,4 (AUTHOR), Miller, Ian S.1 (AUTHOR), Venken, Tom5,6 (AUTHOR), Smeets, Dominiek5,6 (AUTHOR), Boeckx, Bram5,6 (AUTHOR), Betge, Johannes7,8,9 (AUTHOR), Ebert, Matthias P. A.7,9 (AUTHOR), Gaiser, Timo10 (AUTHOR), Murphy, Verena11 (AUTHOR), Kay, Elaine12 (AUTHOR), Verheul, Henk M.13 (AUTHOR), O'Farrell, Alice C.1 (AUTHOR), Cremolini, Chiara14,15 (AUTHOR), Marmorino, Federica14,15 (AUTHOR), Gallagher, William M.16 (AUTHOR), Barat, Ana17 (AUTHOR), Klinger, Rut18 (AUTHOR) |
| Source: | Scientific Reports. 4/13/2026, Vol. 16 Issue 1, p1-10. 10p. |
| Database: | Academic Search Ultimate |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 192963501 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=asn&AN=192963501 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s41598-026-39189-w Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 10 StartPage: 1 Titles: – TitleFull: A pipeline of machine learning-driven multi-modal data fusion methods for prognostic risk analysis in bevacizumab-treated metastatic colorectal cancer. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Thomas, Valentina – PersonEntity: Name: NameFull: Nyamundanda, Gift – PersonEntity: Name: NameFull: Lärkeryd, Adrian – PersonEntity: Name: NameFull: Hari, P. S. – PersonEntity: Name: NameFull: Miller, Ian S. – PersonEntity: Name: NameFull: Venken, Tom – PersonEntity: Name: NameFull: Smeets, Dominiek – PersonEntity: Name: NameFull: Boeckx, Bram – PersonEntity: Name: NameFull: Betge, Johannes – PersonEntity: Name: NameFull: Ebert, Matthias P. A. – PersonEntity: Name: NameFull: Gaiser, Timo – PersonEntity: Name: NameFull: Murphy, Verena – PersonEntity: Name: NameFull: Kay, Elaine – PersonEntity: Name: NameFull: Verheul, Henk M. – PersonEntity: Name: NameFull: O'Farrell, Alice C. – PersonEntity: Name: NameFull: Cremolini, Chiara – PersonEntity: Name: NameFull: Marmorino, Federica – PersonEntity: Name: NameFull: Gallagher, William M. – PersonEntity: Name: NameFull: Barat, Ana – PersonEntity: Name: NameFull: Klinger, Rut IsPartOfRelationships: – BibEntity: Dates: – D: 13 M: 04 Text: 4/13/2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 20452322 Numbering: – Type: volume Value: 16 – Type: issue Value: 1 Titles: – TitleFull: Scientific Reports Type: main |
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