View in EDS HTML Full Text PDF Full Text

Evaluating the capability of large language models in radiotherapy through professional certification examinations in Japan.

Saved in:
Bibliographic Details
Title: Evaluating the capability of large language models in radiotherapy through professional certification examinations in Japan.
Authors: Kadoya N; Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan., Takahashi Y; Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan., Koga S; Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan., Tanno H; Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan., Arai K; Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan., Tanaka S; Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan., Katsuta Y; Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan., Harada H; Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan., Omata S; Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan., Yamamoto T; Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan., Umezawa R; Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan., Takeda K; Course of Radiological Technology, Health Sciences, Tohoku University Graduate School of Medicine, 2-1 Seiryo-machi, Aoba-ku, Sendai, 980-8575, Japan., Jingu K; Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan.
Source: Journal of radiation research [J Radiat Res] 2026 Jan 28; Vol. 67 (1), pp. 114-120.
Publication Type: Journal Article
Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 0376611 Publication Model: Print Cited Medium: Internet ISSN: 1349-9157 (Electronic) Linking ISSN: 04493060 NLM ISO Abbreviation: J Radiat Res Subsets: MEDLINE
Database: MEDLINE Ultimate
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 41518145
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Evaluating the capability of large language models in radiotherapy through professional certification examinations in Japan.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Kadoya+N%22">Kadoya N</searchLink>; Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan.<br /><searchLink fieldCode="AU" term="%22Takahashi+Y%22">Takahashi Y</searchLink>; Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan.<br /><searchLink fieldCode="AU" term="%22Koga+S%22">Koga S</searchLink>; Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan.<br /><searchLink fieldCode="AU" term="%22Tanno+H%22">Tanno H</searchLink>; Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan.<br /><searchLink fieldCode="AU" term="%22Arai+K%22">Arai K</searchLink>; Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan.<br /><searchLink fieldCode="AU" term="%22Tanaka+S%22">Tanaka S</searchLink>; Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan.<br /><searchLink fieldCode="AU" term="%22Katsuta+Y%22">Katsuta Y</searchLink>; Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan.<br /><searchLink fieldCode="AU" term="%22Harada+H%22">Harada H</searchLink>; Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan.<br /><searchLink fieldCode="AU" term="%22Omata+S%22">Omata S</searchLink>; Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan.<br /><searchLink fieldCode="AU" term="%22Yamamoto+T%22">Yamamoto T</searchLink>; Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan.<br /><searchLink fieldCode="AU" term="%22Umezawa+R%22">Umezawa R</searchLink>; Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan.<br /><searchLink fieldCode="AU" term="%22Takeda+K%22">Takeda K</searchLink>; Course of Radiological Technology, Health Sciences, Tohoku University Graduate School of Medicine, 2-1 Seiryo-machi, Aoba-ku, Sendai, 980-8575, Japan.<br /><searchLink fieldCode="AU" term="%22Jingu+K%22">Jingu K</searchLink>; Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%220376611%22">Journal of radiation research</searchLink> [J Radiat Res] 2026 Jan 28; Vol. 67 (1), pp. 114-120.
– 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="%22Oxford+University+Press%22">Oxford University Press </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>0376611 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>1349-9157 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2204493060%22">04493060 </searchLink><i>NLM ISO Abbreviation: </i>J Radiat Res <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41518145
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1093/jrr/rraf083
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        StartPage: 114
    Titles:
      – TitleFull: Evaluating the capability of large language models in radiotherapy through professional certification examinations in Japan.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Kadoya N
      – PersonEntity:
          Name:
            NameFull: Takahashi Y
      – PersonEntity:
          Name:
            NameFull: Koga S
      – PersonEntity:
          Name:
            NameFull: Tanno H
      – PersonEntity:
          Name:
            NameFull: Arai K
      – PersonEntity:
          Name:
            NameFull: Tanaka S
      – PersonEntity:
          Name:
            NameFull: Katsuta Y
      – PersonEntity:
          Name:
            NameFull: Harada H
      – PersonEntity:
          Name:
            NameFull: Omata S
      – PersonEntity:
          Name:
            NameFull: Yamamoto T
      – PersonEntity:
          Name:
            NameFull: Umezawa R
      – PersonEntity:
          Name:
            NameFull: Takeda K
      – PersonEntity:
          Name:
            NameFull: Jingu K
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 28
              M: 01
              Text: 2026 Jan 28
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-electronic
              Value: 1349-9157
          Numbering:
            – Type: volume
              Value: 67
            – Type: issue
              Value: 1
          Titles:
            – TitleFull: Journal of radiation research
              Type: main
ResultId 1