Improving Meditron for Medical Coding Through Fine-Tuning: A Comparative Evaluation Against GPT-4.
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| Title: | Improving Meditron for Medical Coding Through Fine-Tuning: A Comparative Evaluation Against GPT-4. |
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| Authors: | Galland-Decker C; Medical informatics, Lausanne University Hospital, Switzerland., Ursenbacher M; Medical informatics, Lausanne University Hospital, Switzerland., Nunes C; Medical informatics, Lausanne University Hospital, Switzerland., Bouche F; Medical informatics, Lausanne University Hospital, Switzerland., Blanchard M; Medical informatics, Lausanne University Hospital, Switzerland., Carra G; Medical informatics, Lausanne University Hospital, Switzerland., Raisaro JL; Biomedical Data Science Center, Lausanne University Hospital, Switzerland., Bastardot F; Medical informatics, Lausanne University Hospital, Switzerland. |
| Source: | Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 1072-1073. |
| Publication Type: | Journal Article; Comparative Study |
| Journal Info: | Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42175030 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Improving Meditron for Medical Coding Through Fine-Tuning: A Comparative Evaluation Against GPT-4. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Galland-Decker+C%22">Galland-Decker C</searchLink>; Medical informatics, Lausanne University Hospital, Switzerland.<br /><searchLink fieldCode="AU" term="%22Ursenbacher+M%22">Ursenbacher M</searchLink>; Medical informatics, Lausanne University Hospital, Switzerland.<br /><searchLink fieldCode="AU" term="%22Nunes+C%22">Nunes C</searchLink>; Medical informatics, Lausanne University Hospital, Switzerland.<br /><searchLink fieldCode="AU" term="%22Bouche+F%22">Bouche F</searchLink>; Medical informatics, Lausanne University Hospital, Switzerland.<br /><searchLink fieldCode="AU" term="%22Blanchard+M%22">Blanchard M</searchLink>; Medical informatics, Lausanne University Hospital, Switzerland.<br /><searchLink fieldCode="AU" term="%22Carra+G%22">Carra G</searchLink>; Medical informatics, Lausanne University Hospital, Switzerland.<br /><searchLink fieldCode="AU" term="%22Raisaro+JL%22">Raisaro JL</searchLink>; Biomedical Data Science Center, Lausanne University Hospital, Switzerland.<br /><searchLink fieldCode="AU" term="%22Bastardot+F%22">Bastardot F</searchLink>; Medical informatics, Lausanne University Hospital, Switzerland. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%229214582%22">Studies in health technology and informatics</searchLink> [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 1072-1073. – 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="%22IOS+Press%22">IOS Press </searchLink><i>Country of Publication: </i>Netherlands <i>NLM ID: </i>9214582 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>1879-8365 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2209269630%22">09269630 </searchLink><i>NLM ISO Abbreviation: </i>Stud Health Technol Inform <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42175030 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3233/SHTI260356 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 1072 Titles: – TitleFull: Improving Meditron for Medical Coding Through Fine-Tuning: A Comparative Evaluation Against GPT-4. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Galland-Decker C – PersonEntity: Name: NameFull: Ursenbacher M – PersonEntity: Name: NameFull: Nunes C – PersonEntity: Name: NameFull: Bouche F – PersonEntity: Name: NameFull: Blanchard M – PersonEntity: Name: NameFull: Carra G – PersonEntity: Name: NameFull: Raisaro JL – PersonEntity: Name: NameFull: Bastardot F IsPartOfRelationships: – BibEntity: Dates: – D: 21 M: 05 Text: 2026 May 21 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1879-8365 Numbering: – Type: volume Value: 336 Titles: – TitleFull: Studies in health technology and informatics Type: main |
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