Evaluation of Context-Aware Prompting Techniques for Classification of Tumor Response Categories in Radiology Reports Using Large Language Model.
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| Title: | Evaluation of Context-Aware Prompting Techniques for Classification of Tumor Response Categories in Radiology Reports Using Large Language Model. |
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| Authors: | Park J; Department of Radiology, Research Institute of Radiological Science, and Center for Clinical Imaging Data Science (CCIDS), Yonsei University College of Medicine, 50-1 Yonsei-Ro, Seodaemun-Gu, Seoul, 03722, South Korea., Sim WS; Department of Biomedical Systems Informatics, Yonsei University College of Medicine, 50-1 Yonsei-Ro, Seodaemun-Gu, Seoul, 03722, South Korea., Yu JY; Department of Biomedical Systems Informatics, Yonsei University College of Medicine, 50-1 Yonsei-Ro, Seodaemun-Gu, Seoul, 03722, South Korea., Park YR; Department of Biomedical Systems Informatics, Yonsei University College of Medicine, 50-1 Yonsei-Ro, Seodaemun-Gu, Seoul, 03722, South Korea. yurangpark@yuhs.ac.; Institute for Innovation in Digital Healthcare, Yonsei University, Seoul, South Korea. yurangpark@yuhs.ac., Lee YH; Department of Radiology, Research Institute of Radiological Science, and Center for Clinical Imaging Data Science (CCIDS), Yonsei University College of Medicine, 50-1 Yonsei-Ro, Seodaemun-Gu, Seoul, 03722, South Korea. sando@yuhs.ac.; Institute for Innovation in Digital Healthcare, Yonsei University, Seoul, South Korea. sando@yuhs.ac. |
| Source: | Journal of imaging informatics in medicine [J Imaging Inform Med] 2026 Jun; Vol. 39 (3), pp. 2782-2793. Date of Electronic Publication: 2025 Sep 29. |
| 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: 41023521 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Evaluation of Context-Aware Prompting Techniques for Classification of Tumor Response Categories in Radiology Reports Using Large Language Model. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Park+J%22">Park J</searchLink>; Department of Radiology, Research Institute of Radiological Science, and Center for Clinical Imaging Data Science (CCIDS), Yonsei University College of Medicine, 50-1 Yonsei-Ro, Seodaemun-Gu, Seoul, 03722, South Korea.<br /><searchLink fieldCode="AU" term="%22Sim+WS%22">Sim WS</searchLink>; Department of Biomedical Systems Informatics, Yonsei University College of Medicine, 50-1 Yonsei-Ro, Seodaemun-Gu, Seoul, 03722, South Korea.<br /><searchLink fieldCode="AU" term="%22Yu+JY%22">Yu JY</searchLink>; Department of Biomedical Systems Informatics, Yonsei University College of Medicine, 50-1 Yonsei-Ro, Seodaemun-Gu, Seoul, 03722, South Korea.<br /><searchLink fieldCode="AU" term="%22Park+YR%22">Park YR</searchLink>; Department of Biomedical Systems Informatics, Yonsei University College of Medicine, 50-1 Yonsei-Ro, Seodaemun-Gu, Seoul, 03722, South Korea. yurangpark@yuhs.ac.; Institute for Innovation in Digital Healthcare, Yonsei University, Seoul, South Korea. yurangpark@yuhs.ac.<br /><searchLink fieldCode="AU" term="%22Lee+YH%22">Lee YH</searchLink>; Department of Radiology, Research Institute of Radiological Science, and Center for Clinical Imaging Data Science (CCIDS), Yonsei University College of Medicine, 50-1 Yonsei-Ro, Seodaemun-Gu, Seoul, 03722, South Korea. sando@yuhs.ac.; Institute for Innovation in Digital Healthcare, Yonsei University, Seoul, South Korea. sando@yuhs.ac. – 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. 2782-2793. <i>Date of Electronic Publication: </i>2025 Sep 29. – 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=41023521 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s10278-025-01685-2 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 2782 Titles: – TitleFull: Evaluation of Context-Aware Prompting Techniques for Classification of Tumor Response Categories in Radiology Reports Using Large Language Model. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Park J – PersonEntity: Name: NameFull: Sim WS – PersonEntity: Name: NameFull: Yu JY – PersonEntity: Name: NameFull: Park YR – PersonEntity: Name: NameFull: Lee YH 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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