Decision Strategies in AI-Based Ensemble Models in Opportunistic Alzheimer's Detection from Structural MRI.
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| Title: | Decision Strategies in AI-Based Ensemble Models in Opportunistic Alzheimer's Detection from Structural MRI. |
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| Authors: | Hammonds SK; Stavanger Medical Imaging Laboratory, Radiology Department, Stavanger University Hospital, Gerd-Ragna Bloch Thorsens gate 8, Stavanger, 4011, Norway. solveig.kristina.hammonds@sus.no.; Centre for Age-Related Medicine (SESAM), Stavanger University Hospital, Gerd-Ragna Bloch Thorsens gate 8, Stavanger, 4011, Norway. solveig.kristina.hammonds@sus.no.; Department of Electrical Engineering and Computer Science, University of Stavanger, Kjølv Egelands hus, Kristine Bonnevies vei 22, Stavanger, 4021, Norway. solveig.kristina.hammonds@sus.no., Eftestøl T; Department of Electrical Engineering and Computer Science, University of Stavanger, Kjølv Egelands hus, Kristine Bonnevies vei 22, Stavanger, 4021, Norway., Kurz KD; Stavanger Medical Imaging Laboratory, Radiology Department, Stavanger University Hospital, Gerd-Ragna Bloch Thorsens gate 8, Stavanger, 4011, Norway.; Department of Electrical Engineering and Computer Science, University of Stavanger, Kjølv Egelands hus, Kristine Bonnevies vei 22, Stavanger, 4021, Norway., Fernandez-Quilez A; Department of Electrical Engineering and Computer Science, University of Stavanger, Kjølv Egelands hus, Kristine Bonnevies vei 22, Stavanger, 4021, Norway. |
| Corporate Authors: | for the Alzheimer’s Disease Neuroimaging Initiative |
| Source: | Journal of imaging informatics in medicine [J Imaging Inform Med] 2026 Jun; Vol. 39 (3), pp. 2271-2289. Date of Electronic Publication: 2025 Sep 17. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Springer Nature Country of Publication: Switzerland NLM ID: 9918663679206676 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2948-2933 (Electronic) Linking ISSN: 29482925 NLM ISO Abbreviation: J Imaging Inform Med Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 40963032 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Decision Strategies in AI-Based Ensemble Models in Opportunistic Alzheimer's Detection from Structural MRI. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Hammonds+SK%22">Hammonds SK</searchLink>; Stavanger Medical Imaging Laboratory, Radiology Department, Stavanger University Hospital, Gerd-Ragna Bloch Thorsens gate 8, Stavanger, 4011, Norway. solveig.kristina.hammonds@sus.no.; Centre for Age-Related Medicine (SESAM), Stavanger University Hospital, Gerd-Ragna Bloch Thorsens gate 8, Stavanger, 4011, Norway. solveig.kristina.hammonds@sus.no.; Department of Electrical Engineering and Computer Science, University of Stavanger, Kjølv Egelands hus, Kristine Bonnevies vei 22, Stavanger, 4021, Norway. solveig.kristina.hammonds@sus.no.<br /><searchLink fieldCode="AU" term="%22Eftestøl+T%22">Eftestøl T</searchLink>; Department of Electrical Engineering and Computer Science, University of Stavanger, Kjølv Egelands hus, Kristine Bonnevies vei 22, Stavanger, 4021, Norway.<br /><searchLink fieldCode="AU" term="%22Kurz+KD%22">Kurz KD</searchLink>; Stavanger Medical Imaging Laboratory, Radiology Department, Stavanger University Hospital, Gerd-Ragna Bloch Thorsens gate 8, Stavanger, 4011, Norway.; Department of Electrical Engineering and Computer Science, University of Stavanger, Kjølv Egelands hus, Kristine Bonnevies vei 22, Stavanger, 4021, Norway.<br /><searchLink fieldCode="AU" term="%22Fernandez-Quilez+A%22">Fernandez-Quilez A</searchLink>; Department of Electrical Engineering and Computer Science, University of Stavanger, Kjølv Egelands hus, Kristine Bonnevies vei 22, Stavanger, 4021, Norway. – Name: AuthorCorporate Label: Corporate Authors Group: Au Data: <searchLink fieldCode="CA" term="%22for the Alzheimer%27s Disease Neuroimaging Initiative%22">for the Alzheimer’s Disease Neuroimaging Initiative</searchLink> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%229918663679206676%22">Journal of imaging informatics in medicine</searchLink> [J Imaging Inform Med] 2026 Jun; Vol. 39 (3), pp. 2271-2289. <i>Date of Electronic Publication: </i>2025 Sep 17. – 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="%22Springer+Nature%22">Springer Nature </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>9918663679206676 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2948-2933 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2229482925%22">29482925 </searchLink><i>NLM ISO Abbreviation: </i>J Imaging Inform Med <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=40963032 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s10278-025-01604-5 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 2271 Titles: – TitleFull: Decision Strategies in AI-Based Ensemble Models in Opportunistic Alzheimer's Detection from Structural MRI. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Hammonds SK – PersonEntity: Name: NameFull: Eftestøl T – PersonEntity: Name: NameFull: Kurz KD – PersonEntity: Name: NameFull: Fernandez-Quilez A IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 06 Text: 2026 Jun Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 2948-2933 Numbering: – Type: volume Value: 39 – Type: issue Value: 3 Titles: – TitleFull: Journal of imaging informatics in medicine Type: main |
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