Automated RECIST tumor response classification through prompt-guided large language models.
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| Title: | Automated RECIST tumor response classification through prompt-guided large language models. |
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| Authors: | Mergen M; Department of Diagnostic and Interventional Radiology, Technical University of Munich, School of Medicine and Health, Klinikum rechts der Isar, TUM University Hospital, 81675, Munich, Germany. markus.mergen@tum.de.; Medical Clinic and Polyclinic II, TUM School of Medicine and Health, TUM University Hospital, Technical University Munich (TUM), Ismaningerstr. 22, 81675, Munich, Germany. markus.mergen@tum.de., Busch F; Department of Diagnostic and Interventional Radiology, Technical University of Munich, School of Medicine and Health, Klinikum rechts der Isar, TUM University Hospital, 81675, Munich, Germany., Sauter AP; Department of Diagnostic and Interventional Radiology, Technical University of Munich, School of Medicine and Health, Klinikum rechts der Isar, TUM University Hospital, 81675, Munich, Germany., Pfeiffer D; Department of Diagnostic and Interventional Radiology, Technical University of Munich, School of Medicine and Health, Klinikum rechts der Isar, TUM University Hospital, 81675, Munich, Germany.; Munich Institute for Advanced Study, Technical University of Munich, 85748, Garching, Germany., Makowski MR; Department of Diagnostic and Interventional Radiology, Technical University of Munich, School of Medicine and Health, Klinikum rechts der Isar, TUM University Hospital, 81675, Munich, Germany., Spitzl D; Department of Diagnostic and Interventional Radiology, Technical University of Munich, School of Medicine and Health, Klinikum rechts der Isar, TUM University Hospital, 81675, Munich, Germany., Gassert FT; Department of Diagnostic and Interventional Radiology, Technical University of Munich, School of Medicine and Health, Klinikum rechts der Isar, TUM University Hospital, 81675, Munich, Germany. |
| Source: | Scientific reports [Sci Rep] 2026 May 27; Vol. 16 (1). Date of Electronic Publication: 2026 May 27. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42204251 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Automated RECIST tumor response classification through prompt-guided large language models. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Mergen+M%22">Mergen M</searchLink>; Department of Diagnostic and Interventional Radiology, Technical University of Munich, School of Medicine and Health, Klinikum rechts der Isar, TUM University Hospital, 81675, Munich, Germany. markus.mergen@tum.de.; Medical Clinic and Polyclinic II, TUM School of Medicine and Health, TUM University Hospital, Technical University Munich (TUM), Ismaningerstr. 22, 81675, Munich, Germany. markus.mergen@tum.de.<br /><searchLink fieldCode="AU" term="%22Busch+F%22">Busch F</searchLink>; Department of Diagnostic and Interventional Radiology, Technical University of Munich, School of Medicine and Health, Klinikum rechts der Isar, TUM University Hospital, 81675, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Sauter+AP%22">Sauter AP</searchLink>; Department of Diagnostic and Interventional Radiology, Technical University of Munich, School of Medicine and Health, Klinikum rechts der Isar, TUM University Hospital, 81675, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Pfeiffer+D%22">Pfeiffer D</searchLink>; Department of Diagnostic and Interventional Radiology, Technical University of Munich, School of Medicine and Health, Klinikum rechts der Isar, TUM University Hospital, 81675, Munich, Germany.; Munich Institute for Advanced Study, Technical University of Munich, 85748, Garching, Germany.<br /><searchLink fieldCode="AU" term="%22Makowski+MR%22">Makowski MR</searchLink>; Department of Diagnostic and Interventional Radiology, Technical University of Munich, School of Medicine and Health, Klinikum rechts der Isar, TUM University Hospital, 81675, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Spitzl+D%22">Spitzl D</searchLink>; Department of Diagnostic and Interventional Radiology, Technical University of Munich, School of Medicine and Health, Klinikum rechts der Isar, TUM University Hospital, 81675, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Gassert+FT%22">Gassert FT</searchLink>; Department of Diagnostic and Interventional Radiology, Technical University of Munich, School of Medicine and Health, Klinikum rechts der Isar, TUM University Hospital, 81675, Munich, Germany. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2026 May 27; Vol. 16 (1). <i>Date of Electronic Publication: </i>2026 May 27. – 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="%22Nature+Publishing+Group%22">Nature Publishing Group </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101563288 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2045-2322 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220452322%22">20452322 </searchLink><i>NLM ISO Abbreviation: </i>Sci Rep <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42204251 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s41598-026-54979-y Languages: – Code: eng Text: English Titles: – TitleFull: Automated RECIST tumor response classification through prompt-guided large language models. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Mergen M – PersonEntity: Name: NameFull: Busch F – PersonEntity: Name: NameFull: Sauter AP – PersonEntity: Name: NameFull: Pfeiffer D – PersonEntity: Name: NameFull: Makowski MR – PersonEntity: Name: NameFull: Spitzl D – PersonEntity: Name: NameFull: Gassert FT IsPartOfRelationships: – BibEntity: Dates: – D: 27 M: 05 Text: 2026 May 27 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 2045-2322 Numbering: – Type: volume Value: 16 – Type: issue Value: 1 Titles: – TitleFull: Scientific reports Type: main |
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