View in EDS PDF Full Text

Improving MedDRA/J Coding Accuracy with a Fine-Tuned Text Embedding Model.

Saved in:
Bibliographic Details
Title: Improving MedDRA/J Coding Accuracy with a Fine-Tuned Text Embedding Model.
Authors: Wada S; Department of Transformative System for Medical Information, Graduate School of Medicine, The University of Osaka.; Department of Medical Informatics, Graduate School of Medicine, The University of Osaka., Okamoto M; Department of Medical Informatics, Graduate School of Medicine, The University of Osaka., Sugimoto K; Department of Medical Informatics, Graduate School of Medicine, The University of Osaka., Matsumura Y; Department of Medical Informatics, Graduate School of Medicine, The University of Osaka.; National Hospital Organization Osaka National Hospital., Okada K; Department of Medical Informatics, Graduate School of Medicine, The University of Osaka., Konishi S; Department of Medical Informatics, Graduate School of Medicine, The University of Osaka., Hara T; Pharmacovigilance Department, Drug Development and Regulatory Science Division, Shionogi & Co., Ltd., Kato J; Pharmacovigilance Department, Drug Development and Regulatory Science Division, Shionogi & Co., Ltd., Matsuno T; Data Science Department, DX Promotion Division, Shionogi & Co., Ltd., Nakano S; Data Science Department, DX Promotion Division, Shionogi & Co., Ltd., Takeda T; Department of Medical Informatics, Graduate School of Medicine, The University of Osaka.
Source: Studies in health technology and informatics [Stud Health Technol Inform] 2025 Aug 07; Vol. 329, pp. 1812-1813.
Publication Type: Journal Article
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
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 40776244
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Improving MedDRA/J Coding Accuracy with a Fine-Tuned Text Embedding Model.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Wada+S%22">Wada S</searchLink>; Department of Transformative System for Medical Information, Graduate School of Medicine, The University of Osaka.; Department of Medical Informatics, Graduate School of Medicine, The University of Osaka.<br /><searchLink fieldCode="AU" term="%22Okamoto+M%22">Okamoto M</searchLink>; Department of Medical Informatics, Graduate School of Medicine, The University of Osaka.<br /><searchLink fieldCode="AU" term="%22Sugimoto+K%22">Sugimoto K</searchLink>; Department of Medical Informatics, Graduate School of Medicine, The University of Osaka.<br /><searchLink fieldCode="AU" term="%22Matsumura+Y%22">Matsumura Y</searchLink>; Department of Medical Informatics, Graduate School of Medicine, The University of Osaka.; National Hospital Organization Osaka National Hospital.<br /><searchLink fieldCode="AU" term="%22Okada+K%22">Okada K</searchLink>; Department of Medical Informatics, Graduate School of Medicine, The University of Osaka.<br /><searchLink fieldCode="AU" term="%22Konishi+S%22">Konishi S</searchLink>; Department of Medical Informatics, Graduate School of Medicine, The University of Osaka.<br /><searchLink fieldCode="AU" term="%22Hara+T%22">Hara T</searchLink>; Pharmacovigilance Department, Drug Development and Regulatory Science Division, Shionogi & Co., Ltd.<br /><searchLink fieldCode="AU" term="%22Kato+J%22">Kato J</searchLink>; Pharmacovigilance Department, Drug Development and Regulatory Science Division, Shionogi & Co., Ltd.<br /><searchLink fieldCode="AU" term="%22Matsuno+T%22">Matsuno T</searchLink>; Data Science Department, DX Promotion Division, Shionogi & Co., Ltd.<br /><searchLink fieldCode="AU" term="%22Nakano+S%22">Nakano S</searchLink>; Data Science Department, DX Promotion Division, Shionogi & Co., Ltd.<br /><searchLink fieldCode="AU" term="%22Takeda+T%22">Takeda T</searchLink>; Department of Medical Informatics, Graduate School of Medicine, The University of Osaka.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%229214582%22">Studies in health technology and informatics</searchLink> [Stud Health Technol Inform] 2025 Aug 07; Vol. 329, pp. 1812-1813.
– 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="%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=40776244
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.3233/SHTI251227
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        StartPage: 1812
    Titles:
      – TitleFull: Improving MedDRA/J Coding Accuracy with a Fine-Tuned Text Embedding Model.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Wada S
      – PersonEntity:
          Name:
            NameFull: Okamoto M
      – PersonEntity:
          Name:
            NameFull: Sugimoto K
      – PersonEntity:
          Name:
            NameFull: Matsumura Y
      – PersonEntity:
          Name:
            NameFull: Okada K
      – PersonEntity:
          Name:
            NameFull: Konishi S
      – PersonEntity:
          Name:
            NameFull: Hara T
      – PersonEntity:
          Name:
            NameFull: Kato J
      – PersonEntity:
          Name:
            NameFull: Matsuno T
      – PersonEntity:
          Name:
            NameFull: Nakano S
      – PersonEntity:
          Name:
            NameFull: Takeda T
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 07
              M: 08
              Text: 2025 Aug 07
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-electronic
              Value: 1879-8365
          Numbering:
            – Type: volume
              Value: 329
          Titles:
            – TitleFull: Studies in health technology and informatics
              Type: main
ResultId 1