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

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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
Description
ISSN:1872-8243
DOI:10.1016/j.ijmedinf.2025.106027