View in EDS

SynthMedic: Utilizing large language models for synthetic discharge summary generation, correction and validation.

Saved in:
Bibliographic Details
Title: SynthMedic: Utilizing large language models for synthetic discharge summary generation, correction and validation.
Authors: Grazhdanski G; Faculty of Mathematics and Informatics, Sofia University St. Kliment Ohridski, 5 James Bourchier Blvd., Sofia, 1164, Bulgaria. Electronic address: ggrazhdans@uni-sofia.bg., Vasilev V; Faculty of Mathematics and Informatics, Sofia University St. Kliment Ohridski, 5 James Bourchier Blvd., Sofia, 1164, Bulgaria; Graphwise, 111R Tsarigradsko Shosse, Synergy Tower, fl. 12, Sofia, 1784, Bulgaria. Electronic address: vnvasilev1@uni-sofia.bg., Vassileva S; Faculty of Mathematics and Informatics, Sofia University St. Kliment Ohridski, 5 James Bourchier Blvd., Sofia, 1164, Bulgaria. Electronic address: svasileva@fmi.uni-sofia.bg., Taskov D; Multiprofile Hospital for Active Treatment in Neurology and Psychiatry 'St. Naum', 1 Dr. Lyuben Rusev St., Sofia, 1113, Bulgaria; Medical University of Sofia, 15 Akademik I. E. Geshov Blvd., Sofia, 1431, Bulgaria. Electronic address: d.taskov@medfac.mu-sofia.bg., Antova I; Multiprofile Hospital for Active Treatment in Neurology and Psychiatry 'St. Naum', 1 Dr. Lyuben Rusev St., Sofia, 1113, Bulgaria. Electronic address: iantova@medfac.mu-sofia.bg., Koychev I; Faculty of Mathematics and Informatics, Sofia University St. Kliment Ohridski, 5 James Bourchier Blvd., Sofia, 1164, Bulgaria. Electronic address: koychev@fmi.uni-sofia.bg., Boytcheva S; Faculty of Mathematics and Informatics, Sofia University St. Kliment Ohridski, 5 James Bourchier Blvd., Sofia, 1164, Bulgaria; Graphwise, 111R Tsarigradsko Shosse, Synergy Tower, fl. 12, Sofia, 1784, Bulgaria. Electronic address: svetla.boytcheva@graphwise.ai.
Source: Journal of biomedical informatics [J Biomed Inform] 2025 Oct; Vol. 170, pp. 104906. Date of Electronic Publication: 2025 Sep 15.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 100970413 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1532-0480 (Electronic) Linking ISSN: 15320464 NLM ISO Abbreviation: J Biomed Inform Subsets: MEDLINE
Database: MEDLINE Ultimate
FullText Text:
  Availability: 0
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 40962129
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: SynthMedic: Utilizing large language models for synthetic discharge summary generation, correction and validation.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Grazhdanski+G%22">Grazhdanski G</searchLink>; Faculty of Mathematics and Informatics, Sofia University St. Kliment Ohridski, 5 James Bourchier Blvd., Sofia, 1164, Bulgaria. Electronic address: ggrazhdans@uni-sofia.bg.<br /><searchLink fieldCode="AU" term="%22Vasilev+V%22">Vasilev V</searchLink>; Faculty of Mathematics and Informatics, Sofia University St. Kliment Ohridski, 5 James Bourchier Blvd., Sofia, 1164, Bulgaria; Graphwise, 111R Tsarigradsko Shosse, Synergy Tower, fl. 12, Sofia, 1784, Bulgaria. Electronic address: vnvasilev1@uni-sofia.bg.<br /><searchLink fieldCode="AU" term="%22Vassileva+S%22">Vassileva S</searchLink>; Faculty of Mathematics and Informatics, Sofia University St. Kliment Ohridski, 5 James Bourchier Blvd., Sofia, 1164, Bulgaria. Electronic address: svasileva@fmi.uni-sofia.bg.<br /><searchLink fieldCode="AU" term="%22Taskov+D%22">Taskov D</searchLink>; Multiprofile Hospital for Active Treatment in Neurology and Psychiatry 'St. Naum', 1 Dr. Lyuben Rusev St., Sofia, 1113, Bulgaria; Medical University of Sofia, 15 Akademik I. E. Geshov Blvd., Sofia, 1431, Bulgaria. Electronic address: d.taskov@medfac.mu-sofia.bg.<br /><searchLink fieldCode="AU" term="%22Antova+I%22">Antova I</searchLink>; Multiprofile Hospital for Active Treatment in Neurology and Psychiatry 'St. Naum', 1 Dr. Lyuben Rusev St., Sofia, 1113, Bulgaria. Electronic address: iantova@medfac.mu-sofia.bg.<br /><searchLink fieldCode="AU" term="%22Koychev+I%22">Koychev I</searchLink>; Faculty of Mathematics and Informatics, Sofia University St. Kliment Ohridski, 5 James Bourchier Blvd., Sofia, 1164, Bulgaria. Electronic address: koychev@fmi.uni-sofia.bg.<br /><searchLink fieldCode="AU" term="%22Boytcheva+S%22">Boytcheva S</searchLink>; Faculty of Mathematics and Informatics, Sofia University St. Kliment Ohridski, 5 James Bourchier Blvd., Sofia, 1164, Bulgaria; Graphwise, 111R Tsarigradsko Shosse, Synergy Tower, fl. 12, Sofia, 1784, Bulgaria. Electronic address: svetla.boytcheva@graphwise.ai.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22100970413%22">Journal of biomedical informatics</searchLink> [J Biomed Inform] 2025 Oct; Vol. 170, pp. 104906. <i>Date of Electronic Publication: </i>2025 Sep 15.
– 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="%22Elsevier%22">Elsevier </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>100970413 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1532-0480 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2215320464%22">15320464 </searchLink><i>NLM ISO Abbreviation: </i>J Biomed Inform <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=40962129
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1016/j.jbi.2025.104906
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        StartPage: 104906
    Titles:
      – TitleFull: SynthMedic: Utilizing large language models for synthetic discharge summary generation, correction and validation.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Grazhdanski G
      – PersonEntity:
          Name:
            NameFull: Vasilev V
      – PersonEntity:
          Name:
            NameFull: Vassileva S
      – PersonEntity:
          Name:
            NameFull: Taskov D
      – PersonEntity:
          Name:
            NameFull: Antova I
      – PersonEntity:
          Name:
            NameFull: Koychev I
      – PersonEntity:
          Name:
            NameFull: Boytcheva S
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 10
              Text: 2025 Oct
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-electronic
              Value: 1532-0480
          Numbering:
            – Type: volume
              Value: 170
          Titles:
            – TitleFull: Journal of biomedical informatics
              Type: main
ResultId 1