Identification of metabolomics-based biomarker discovery in individuals with down syndrome utilizing kernel-tree model-enhanced explainable artificial intelligence methodology.
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| Title: | Identification of metabolomics-based biomarker discovery in individuals with down syndrome utilizing kernel-tree model-enhanced explainable artificial intelligence methodology. |
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| Authors: | Colak C; Department of Biostatistics and Medical Informatics, Faculty of Medicine, Inonu University, Malatya, Türkiye., Yagin FH; Department of Biostatistics and Medical Informatics, Faculty of Medicine, Inonu University, Malatya, Türkiye., Yagin B; Department of Biostatistics and Medical Informatics, Faculty of Medicine, Inonu University, Malatya, Türkiye., Alkhateeb A; Department of Computer Science, Lakehead University, Thunder Bay, ON, Canada., Al-Rawi MBA; Department of Optometry, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia., Akhloufi MA; Perception, Robotics and Intelligent Machines (PRIME) Lab, Department Computer Science, Université de Moncton, Moncton, NB, Canada., Aghaei M; Department of Ocean Operations and Civil Engineering, Norwegian University of Science and Technology (NTNU), Alesund, Norway.; Department of Sustainable Systems Engineering (INATECH), Albert Ludwigs University of Freiburg, Freiburg, Germany. |
| Source: | Frontiers in molecular biosciences [Front Mol Biosci] 2025 Apr 09; Vol. 12, pp. 1567199. Date of Electronic Publication: 2025 Apr 09 (Print Publication: 2025). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Frontiers Media S.A Country of Publication: Switzerland NLM ID: 101653173 Publication Model: eCollection Cited Medium: Print ISSN: 2296-889X (Print) Linking ISSN: 2296889X NLM ISO Abbreviation: Front Mol Biosci Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 40270591 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Identification of metabolomics-based biomarker discovery in individuals with down syndrome utilizing kernel-tree model-enhanced explainable artificial intelligence methodology. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Colak+C%22">Colak C</searchLink>; Department of Biostatistics and Medical Informatics, Faculty of Medicine, Inonu University, Malatya, Türkiye.<br /><searchLink fieldCode="AU" term="%22Yagin+FH%22">Yagin FH</searchLink>; Department of Biostatistics and Medical Informatics, Faculty of Medicine, Inonu University, Malatya, Türkiye.<br /><searchLink fieldCode="AU" term="%22Yagin+B%22">Yagin B</searchLink>; Department of Biostatistics and Medical Informatics, Faculty of Medicine, Inonu University, Malatya, Türkiye.<br /><searchLink fieldCode="AU" term="%22Alkhateeb+A%22">Alkhateeb A</searchLink>; Department of Computer Science, Lakehead University, Thunder Bay, ON, Canada.<br /><searchLink fieldCode="AU" term="%22Al-Rawi+MBA%22">Al-Rawi MBA</searchLink>; Department of Optometry, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Akhloufi+MA%22">Akhloufi MA</searchLink>; Perception, Robotics and Intelligent Machines (PRIME) Lab, Department Computer Science, Université de Moncton, Moncton, NB, Canada.<br /><searchLink fieldCode="AU" term="%22Aghaei+M%22">Aghaei M</searchLink>; Department of Ocean Operations and Civil Engineering, Norwegian University of Science and Technology (NTNU), Alesund, Norway.; Department of Sustainable Systems Engineering (INATECH), Albert Ludwigs University of Freiburg, Freiburg, Germany. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101653173%22">Frontiers in molecular biosciences</searchLink> [Front Mol Biosci] 2025 Apr 09; Vol. 12, pp. 1567199. <i>Date of Electronic Publication: </i>2025 Apr 09 (<i>Print Publication: </i>2025). – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Frontiers+Media+S%2EA%22">Frontiers Media S.A </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101653173 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Print <i>ISSN: </i>2296-889X (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%222296889X%22">2296889X </searchLink><i>NLM ISO Abbreviation: </i>Front Mol Biosci <i>Subsets: </i>PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=40270591 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3389/fmolb.2025.1567199 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 1567199 Titles: – TitleFull: Identification of metabolomics-based biomarker discovery in individuals with down syndrome utilizing kernel-tree model-enhanced explainable artificial intelligence methodology. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Colak C – PersonEntity: Name: NameFull: Yagin FH – PersonEntity: Name: NameFull: Yagin B – PersonEntity: Name: NameFull: Alkhateeb A – PersonEntity: Name: NameFull: Al-Rawi MBA – PersonEntity: Name: NameFull: Akhloufi MA – PersonEntity: Name: NameFull: Aghaei M IsPartOfRelationships: – BibEntity: Dates: – D: 09 M: 04 Text: 2025 Apr 09 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 2296-889X Numbering: – Type: volume Value: 12 Titles: – TitleFull: Frontiers in molecular biosciences Type: main |
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