Privacy-Preserving Generation of Structured Lymphoma Progression Reports from Cross-sectional Imaging: A Comparative Analysis of Llama 3.3 and Llama 4.
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| Title: | Privacy-Preserving Generation of Structured Lymphoma Progression Reports from Cross-sectional Imaging: A Comparative Analysis of Llama 3.3 and Llama 4. |
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| Authors: | Prucker P; Institute for Diagnostic and Interventional Radiology, School of Medicine and Health, TUM University Hospital rechts der Isar, Technical University of Munich, Munich, Germany., Bressem KK; Institute for Diagnostic and Interventional Radiology, School of Medicine and Health, TUM University Hospital rechts der Isar, Technical University of Munich, Munich, Germany.; Institute of Diagnostic and Interventional Neuroradiology, School of Medicine and Health, TUM University Hospital rechts der Isar, Technical University of Munich, Munich, Germany., Kim SH; Institute for Cardiovascular Radiology and Nuclear Medicine, School of Medicine and Health, TUM University Hospital German Heart Center, Technical University of Munich, Munich, Germany., Weller D; Institute for Diagnostic and Interventional Radiology, School of Medicine and Health, TUM University Hospital rechts der Isar, Technical University of Munich, Munich, Germany., Kader A; Institute for Diagnostic and Interventional Radiology, School of Medicine and Health, TUM University Hospital rechts der Isar, Technical University of Munich, Munich, Germany., Dorfner FJ; Department of Radiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany., Ziegelmayer S; Institute for Diagnostic and Interventional Radiology, School of Medicine and Health, TUM University Hospital rechts der Isar, Technical University of Munich, Munich, Germany., Graf MM; Institute for Diagnostic and Interventional Radiology, School of Medicine and Health, TUM University Hospital rechts der Isar, Technical University of Munich, Munich, Germany., Lemke T; Institute for Diagnostic and Interventional Radiology, School of Medicine and Health, TUM University Hospital rechts der Isar, Technical University of Munich, Munich, Germany., Gassert F; Institute for Diagnostic and Interventional Radiology, School of Medicine and Health, TUM University Hospital rechts der Isar, Technical University of Munich, Munich, Germany., Can E; Department of Interventional Radiology, Faculty of Medicine, Medical Center - University of Freiburg, Freiburg im Breisgau, Germany., Meddeb A; Department of Neuroradiology, Charité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.; Department of Neuroradiology, Hôpital Maison-Blanche, CHU Reims, Université Reims-Champagne-Ardenne, Reims, France.; Berlin Institute of Health at Charité, Universitätsmedizin Berlin, Berlin, Germany., Truhn D; Department of Radiology, University Hospital RWTH Aachen, Aachen, Germany., Hadamitzky M; Institute of Diagnostic and Interventional Neuroradiology, School of Medicine and Health, TUM University Hospital rechts der Isar, Technical University of Munich, Munich, Germany., Makowski MR; Institute for Diagnostic and Interventional Radiology, School of Medicine and Health, TUM University Hospital rechts der Isar, Technical University of Munich, Munich, Germany., Adams LC; Institute for Diagnostic and Interventional Radiology, School of Medicine and Health, TUM University Hospital rechts der Isar, Technical University of Munich, Munich, Germany., Busch F; Institute for Diagnostic and Interventional Radiology, School of Medicine and Health, TUM University Hospital rechts der Isar, Technical University of Munich, Munich, Germany. felix.busch@tum.de. |
| Source: | Journal of imaging informatics in medicine [J Imaging Inform Med] 2026 Apr; Vol. 39 (2), pp. 1868-1878. Date of Electronic Publication: 2025 Jul 25. |
| Publication Type: | Journal Article; Comparative Study |
| 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: 40715863 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Privacy-Preserving Generation of Structured Lymphoma Progression Reports from Cross-sectional Imaging: A Comparative Analysis of Llama 3.3 and Llama 4. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Prucker+P%22">Prucker P</searchLink>; Institute for Diagnostic and Interventional Radiology, School of Medicine and Health, TUM University Hospital rechts der Isar, Technical University of Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Bressem+KK%22">Bressem KK</searchLink>; Institute for Diagnostic and Interventional Radiology, School of Medicine and Health, TUM University Hospital rechts der Isar, Technical University of Munich, Munich, Germany.; Institute of Diagnostic and Interventional Neuroradiology, School of Medicine and Health, TUM University Hospital rechts der Isar, Technical University of Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Kim+SH%22">Kim SH</searchLink>; Institute for Cardiovascular Radiology and Nuclear Medicine, School of Medicine and Health, TUM University Hospital German Heart Center, Technical University of Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Weller+D%22">Weller D</searchLink>; Institute for Diagnostic and Interventional Radiology, School of Medicine and Health, TUM University Hospital rechts der Isar, Technical University of Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Kader+A%22">Kader A</searchLink>; Institute for Diagnostic and Interventional Radiology, School of Medicine and Health, TUM University Hospital rechts der Isar, Technical University of Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Dorfner+FJ%22">Dorfner FJ</searchLink>; Department of Radiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Ziegelmayer+S%22">Ziegelmayer S</searchLink>; Institute for Diagnostic and Interventional Radiology, School of Medicine and Health, TUM University Hospital rechts der Isar, Technical University of Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Graf+MM%22">Graf MM</searchLink>; Institute for Diagnostic and Interventional Radiology, School of Medicine and Health, TUM University Hospital rechts der Isar, Technical University of Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Lemke+T%22">Lemke T</searchLink>; Institute for Diagnostic and Interventional Radiology, School of Medicine and Health, TUM University Hospital rechts der Isar, Technical University of Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Gassert+F%22">Gassert F</searchLink>; Institute for Diagnostic and Interventional Radiology, School of Medicine and Health, TUM University Hospital rechts der Isar, Technical University of Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Can+E%22">Can E</searchLink>; Department of Interventional Radiology, Faculty of Medicine, Medical Center - University of Freiburg, Freiburg im Breisgau, Germany.<br /><searchLink fieldCode="AU" term="%22Meddeb+A%22">Meddeb A</searchLink>; Department of Neuroradiology, Charité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.; Department of Neuroradiology, Hôpital Maison-Blanche, CHU Reims, Université Reims-Champagne-Ardenne, Reims, France.; Berlin Institute of Health at Charité, Universitätsmedizin Berlin, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Truhn+D%22">Truhn D</searchLink>; Department of Radiology, University Hospital RWTH Aachen, Aachen, Germany.<br /><searchLink fieldCode="AU" term="%22Hadamitzky+M%22">Hadamitzky M</searchLink>; Institute of Diagnostic and Interventional Neuroradiology, School of Medicine and Health, TUM University Hospital rechts der Isar, Technical University of Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Makowski+MR%22">Makowski MR</searchLink>; Institute for Diagnostic and Interventional Radiology, School of Medicine and Health, TUM University Hospital rechts der Isar, Technical University of Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Adams+LC%22">Adams LC</searchLink>; Institute for Diagnostic and Interventional Radiology, School of Medicine and Health, TUM University Hospital rechts der Isar, Technical University of Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Busch+F%22">Busch F</searchLink>; Institute for Diagnostic and Interventional Radiology, School of Medicine and Health, TUM University Hospital rechts der Isar, Technical University of Munich, Munich, Germany. felix.busch@tum.de. – 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 Apr; Vol. 39 (2), pp. 1868-1878. <i>Date of Electronic Publication: </i>2025 Jul 25. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Comparative Study – 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=40715863 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s10278-025-01618-z Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 1868 Titles: – TitleFull: Privacy-Preserving Generation of Structured Lymphoma Progression Reports from Cross-sectional Imaging: A Comparative Analysis of Llama 3.3 and Llama 4. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Prucker P – PersonEntity: Name: NameFull: Bressem KK – PersonEntity: Name: NameFull: Kim SH – PersonEntity: Name: NameFull: Weller D – PersonEntity: Name: NameFull: Kader A – PersonEntity: Name: NameFull: Dorfner FJ – PersonEntity: Name: NameFull: Ziegelmayer S – PersonEntity: Name: NameFull: Graf MM – PersonEntity: Name: NameFull: Lemke T – PersonEntity: Name: NameFull: Gassert F – PersonEntity: Name: NameFull: Can E – PersonEntity: Name: NameFull: Meddeb A – PersonEntity: Name: NameFull: Truhn D – PersonEntity: Name: NameFull: Hadamitzky M – PersonEntity: Name: NameFull: Makowski MR – PersonEntity: Name: NameFull: Adams LC – PersonEntity: Name: NameFull: Busch F IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 04 Text: 2026 Apr Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 2948-2933 Numbering: – Type: volume Value: 39 – Type: issue Value: 2 Titles: – TitleFull: Journal of imaging informatics in medicine Type: main |
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