View in EDS

Artificial intelligence for solving pediatric clinical cases: A Retrieval-Augmented approach utilizing Llama3.2 and structured references.

Saved in:
Bibliographic Details
Title: Artificial intelligence for solving pediatric clinical cases: A Retrieval-Augmented approach utilizing Llama3.2 and structured references.
Authors: Mondillo G; Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania 'Luigi Vanvitelli', Via Luigi De Crecchio 2, Naples, Italy., Colosimo S; Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania 'Luigi Vanvitelli', Via Luigi De Crecchio 2, Naples, Italy., Perrotta A; Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania 'Luigi Vanvitelli', Via Luigi De Crecchio 2, Naples, Italy., Frattolillo V; Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania 'Luigi Vanvitelli', Via Luigi De Crecchio 2, Naples, Italy., Masino M; Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania 'Luigi Vanvitelli', Via Luigi De Crecchio 2, Naples, Italy., Martino M; Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania 'Luigi Vanvitelli', Via Luigi De Crecchio 2, Naples, Italy., Miraglia Del Giudice E; Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania 'Luigi Vanvitelli', Via Luigi De Crecchio 2, Naples, Italy., Marzuillo P; Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania 'Luigi Vanvitelli', Via Luigi De Crecchio 2, Naples, Italy. Electronic address: pierluigi.marzuillo@unicampania.it.
Source: International journal of medical informatics [Int J Med Inform] 2025 Nov; Vol. 203, pp. 106027. Date of Electronic Publication: 2025 Jun 23.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Science Ireland Ltd Country of Publication: Ireland NLM ID: 9711057 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-8243 (Electronic) Linking ISSN: 13865056 NLM ISO Abbreviation: Int J Med Inform Subsets: MEDLINE
Database: MEDLINE Ultimate
FullText Text:
  Availability: 0
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 40561685
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Artificial intelligence for solving pediatric clinical cases: A Retrieval-Augmented approach utilizing Llama3.2 and structured references.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Mondillo+G%22">Mondillo G</searchLink>; Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania 'Luigi Vanvitelli', Via Luigi De Crecchio 2, Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Colosimo+S%22">Colosimo S</searchLink>; Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania 'Luigi Vanvitelli', Via Luigi De Crecchio 2, Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Perrotta+A%22">Perrotta A</searchLink>; Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania 'Luigi Vanvitelli', Via Luigi De Crecchio 2, Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Frattolillo+V%22">Frattolillo V</searchLink>; Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania 'Luigi Vanvitelli', Via Luigi De Crecchio 2, Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Masino+M%22">Masino M</searchLink>; Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania 'Luigi Vanvitelli', Via Luigi De Crecchio 2, Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Martino+M%22">Martino M</searchLink>; Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania 'Luigi Vanvitelli', Via Luigi De Crecchio 2, Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Miraglia+Del+Giudice+E%22">Miraglia Del Giudice E</searchLink>; Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania 'Luigi Vanvitelli', Via Luigi De Crecchio 2, Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Marzuillo+P%22">Marzuillo P</searchLink>; Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania 'Luigi Vanvitelli', Via Luigi De Crecchio 2, Naples, Italy. Electronic address: pierluigi.marzuillo@unicampania.it.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%229711057%22">International journal of medical informatics</searchLink> [Int J Med Inform] 2025 Nov; Vol. 203, pp. 106027. <i>Date of Electronic Publication: </i>2025 Jun 23.
– 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+Science+Ireland+Ltd%22">Elsevier Science Ireland Ltd </searchLink><i>Country of Publication: </i>Ireland <i>NLM ID: </i>9711057 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1872-8243 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2213865056%22">13865056 </searchLink><i>NLM ISO Abbreviation: </i>Int J Med Inform <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=40561685
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1016/j.ijmedinf.2025.106027
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        StartPage: 106027
    Titles:
      – TitleFull: Artificial intelligence for solving pediatric clinical cases: A Retrieval-Augmented approach utilizing Llama3.2 and structured references.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Mondillo G
      – PersonEntity:
          Name:
            NameFull: Colosimo S
      – PersonEntity:
          Name:
            NameFull: Perrotta A
      – PersonEntity:
          Name:
            NameFull: Frattolillo V
      – PersonEntity:
          Name:
            NameFull: Masino M
      – PersonEntity:
          Name:
            NameFull: Martino M
      – PersonEntity:
          Name:
            NameFull: Miraglia Del Giudice E
      – PersonEntity:
          Name:
            NameFull: Marzuillo P
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 11
              Text: 2025 Nov
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-electronic
              Value: 1872-8243
          Numbering:
            – Type: volume
              Value: 203
          Titles:
            – TitleFull: International journal of medical informatics
              Type: main
ResultId 1