Evaluating Large Language Models for Automated Evidence Synthesis in Neuroimaging AI: A Multi-Model Benchmark.
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| Title: | Evaluating Large Language Models for Automated Evidence Synthesis in Neuroimaging AI: A Multi-Model Benchmark. |
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| Authors: | Sulaimanov, Umid1 (AUTHOR), Sanlier, Nafiye1,2 (AUTHOR), Moniri, Ariorad2,3 (AUTHOR), Demir, Behman1,4 (AUTHOR), Serikkanov, Yerkebulan1,5 (AUTHOR), Bayramoglu, Ahmed Rasim1 (AUTHOR), Al-Jebur, Maryam Sabah1,2 (AUTHOR), Sanlier, Melih Yucel3 (AUTHOR), Erginoglu, Ugur4 (AUTHOR), Otles, Erkin5 (AUTHOR), Ammanuel, Simon Gashaw1 (AUTHOR), Keles, Abdullah1 (AUTHOR), Erginoglu, Ufuk1 (AUTHOR), Baskaya, Mustafa Kemal1 (AUTHOR) baskaya@neurosurgery.wisc.edu |
| Source: | Journal of Clinical Medicine. Jun2026, Vol. 15 Issue 11, p4230. 18p. |
| Database: | Academic Search Ultimate |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 194584569 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Evaluating Large Language Models for Automated Evidence Synthesis in Neuroimaging AI: A Multi-Model Benchmark. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Sulaimanov%2C+Umid%22">Sulaimanov, Umid</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Sanlier%2C+Nafiye%22">Sanlier, Nafiye</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Moniri%2C+Ariorad%22">Moniri, Ariorad</searchLink><relatesTo>2,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Demir%2C+Behman%22">Demir, Behman</searchLink><relatesTo>1,4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Serikkanov%2C+Yerkebulan%22">Serikkanov, Yerkebulan</searchLink><relatesTo>1,5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Bayramoglu%2C+Ahmed+Rasim%22">Bayramoglu, Ahmed Rasim</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Al-Jebur%2C+Maryam+Sabah%22">Al-Jebur, Maryam Sabah</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Sanlier%2C+Melih+Yucel%22">Sanlier, Melih Yucel</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Erginoglu%2C+Ugur%22">Erginoglu, Ugur</searchLink><relatesTo>4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Otles%2C+Erkin%22">Otles, Erkin</searchLink><relatesTo>5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Ammanuel%2C+Simon+Gashaw%22">Ammanuel, Simon Gashaw</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Keles%2C+Abdullah%22">Keles, Abdullah</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Erginoglu%2C+Ufuk%22">Erginoglu, Ufuk</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Baskaya%2C+Mustafa+Kemal%22">Baskaya, Mustafa Kemal</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> baskaya@neurosurgery.wisc.edu</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Journal+of+Clinical+Medicine%22">Journal of Clinical Medicine</searchLink>. Jun2026, Vol. 15 Issue 11, p4230. 18p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=194584569 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/jcm15114230 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 18 StartPage: 4230 Titles: – TitleFull: Evaluating Large Language Models for Automated Evidence Synthesis in Neuroimaging AI: A Multi-Model Benchmark. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Sulaimanov, Umid – PersonEntity: Name: NameFull: Sanlier, Nafiye – PersonEntity: Name: NameFull: Moniri, Ariorad – PersonEntity: Name: NameFull: Demir, Behman – PersonEntity: Name: NameFull: Serikkanov, Yerkebulan – PersonEntity: Name: NameFull: Bayramoglu, Ahmed Rasim – PersonEntity: Name: NameFull: Al-Jebur, Maryam Sabah – PersonEntity: Name: NameFull: Sanlier, Melih Yucel – PersonEntity: Name: NameFull: Erginoglu, Ugur – PersonEntity: Name: NameFull: Otles, Erkin – PersonEntity: Name: NameFull: Ammanuel, Simon Gashaw – PersonEntity: Name: NameFull: Keles, Abdullah – PersonEntity: Name: NameFull: Erginoglu, Ufuk – PersonEntity: Name: NameFull: Baskaya, Mustafa Kemal IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 06 Text: Jun2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 20770383 Numbering: – Type: volume Value: 15 – Type: issue Value: 11 Titles: – TitleFull: Journal of Clinical Medicine Type: main |
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