Unimodal vs. multimodal deep learning for non-invasive MGMT promoter methylation prediction in glioblastoma: A systematic evaluation on the BraTS 2021 dataset.
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| Title: | Unimodal vs. multimodal deep learning for non-invasive MGMT promoter methylation prediction in glioblastoma: A systematic evaluation on the BraTS 2021 dataset. |
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| Authors: | Oulia, Freddy1,2 (AUTHOR), Charton, Philippe1,2 (AUTHOR), Kabir, Muhammad3 (AUTHOR), Gardebien, Fabrice1,2 (AUTHOR), Damour, Cédric4 (AUTHOR), Cadet, Frederic1,2,5 (AUTHOR) cedric.damour@univ-reunion.fr |
| Source: | PLoS ONE. 6/21/2026, Vol. 21 Issue 6, p1-19. 19p. |
| Database: | Academic Search Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 194544393 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=194544393 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1371/journal.pone.0351405 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 19 StartPage: 1 Titles: – TitleFull: Unimodal vs. multimodal deep learning for non-invasive MGMT promoter methylation prediction in glioblastoma: A systematic evaluation on the BraTS 2021 dataset. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Oulia, Freddy – PersonEntity: Name: NameFull: Charton, Philippe – PersonEntity: Name: NameFull: Kabir, Muhammad – PersonEntity: Name: NameFull: Gardebien, Fabrice – PersonEntity: Name: NameFull: Damour, Cédric – PersonEntity: Name: NameFull: Cadet, Frederic IsPartOfRelationships: – BibEntity: Dates: – D: 12 M: 06 Text: 6/21/2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 19326203 Numbering: – Type: volume Value: 21 – Type: issue Value: 6 Titles: – TitleFull: PLoS ONE Type: main |
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