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AI-assisted extraction of opportunistic findings from oncologic CT reports using large language models.

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Title: AI-assisted extraction of opportunistic findings from oncologic CT reports using large language models.
Authors: Roitero K; University of Udine, Udine, Italy. kevin.roitero@uniud.it., Nardone L; Department of Medicine (DMED), Institute of Radiology, University of Udine, Udine, 33100, Italy., Lacitignola D; University of Udine, Udine, Italy., Lunardi R; University of Udine, Udine, Italy., Vegni V; Department of Radiology, Campostaggia Hospital, Azienda USL Toscana Sud-Est, Poggibonsi, 53036, Italy., Casotto L; Department of Medicine (DMED), Institute of Radiology, University of Udine, Udine, 33100, Italy., Bacchetti E; Department of Medicine (DMED), Institute of Radiology, University of Udine, Udine, 33100, Italy., Pavone I; Department of Medicine (DMED), Institute of Radiology, University of Udine, Udine, 33100, Italy., Taveri N; Department of Medicine (DMED), Institute of Radiology, University of Udine, Udine, 33100, Italy., Gerratana L; Department of Medicine (DMED), Institute of Radiology, University of Udine, Udine, 33100, Italy.; Department of Medical Oncology, CRO di Aviano, National Cancer Institute, IRCCS, Aviano, 33081, Italy.; Department of Medicine, University of Udine, Udine, 33100, Italy., Puglisi F; Department of Medicine (DMED), Institute of Radiology, University of Udine, Udine, 33100, Italy.; Department of Medical Oncology, CRO di Aviano, National Cancer Institute, IRCCS, Aviano, 33081, Italy.; Department of Medicine, University of Udine, Udine, 33100, Italy., Girometti R; Department of Medicine (DMED), Institute of Radiology, University of Udine, Udine, 33100, Italy.; Institute of Radiology, University Hospital S. Maria della Misericordia, Azienda Sanitaria Universitaria Friuli Centrale (ASUFC), Udine, 33100, Italy., Zuiani C; Department of Medicine (DMED), Institute of Radiology, University of Udine, Udine, 33100, Italy.; Institute of Radiology, University Hospital S. Maria della Misericordia, Azienda Sanitaria Universitaria Friuli Centrale (ASUFC), Udine, 33100, Italy., Della Mea V; University of Udine, Udine, Italy. vincenzo.dellamea@uniud.it., Cereser L; Department of Medicine (DMED), Institute of Radiology, University of Udine, Udine, 33100, Italy. lorenzo.cereser@uniud.it.; Institute of Radiology, University Hospital S. Maria della Misericordia, Azienda Sanitaria Universitaria Friuli Centrale (ASUFC), Udine, 33100, Italy. lorenzo.cereser@uniud.it.
Source: Scientific reports [Sci Rep] 2026 Jun 10. Date of Electronic Publication: 2026 Jun 10.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: AI-assisted extraction of opportunistic findings from oncologic CT reports using large language models.
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  Data: <searchLink fieldCode="AU" term="%22Roitero+K%22">Roitero K</searchLink>; University of Udine, Udine, Italy. kevin.roitero@uniud.it.<br /><searchLink fieldCode="AU" term="%22Nardone+L%22">Nardone L</searchLink>; Department of Medicine (DMED), Institute of Radiology, University of Udine, Udine, 33100, Italy.<br /><searchLink fieldCode="AU" term="%22Lacitignola+D%22">Lacitignola D</searchLink>; University of Udine, Udine, Italy.<br /><searchLink fieldCode="AU" term="%22Lunardi+R%22">Lunardi R</searchLink>; University of Udine, Udine, Italy.<br /><searchLink fieldCode="AU" term="%22Vegni+V%22">Vegni V</searchLink>; Department of Radiology, Campostaggia Hospital, Azienda USL Toscana Sud-Est, Poggibonsi, 53036, Italy.<br /><searchLink fieldCode="AU" term="%22Casotto+L%22">Casotto L</searchLink>; Department of Medicine (DMED), Institute of Radiology, University of Udine, Udine, 33100, Italy.<br /><searchLink fieldCode="AU" term="%22Bacchetti+E%22">Bacchetti E</searchLink>; Department of Medicine (DMED), Institute of Radiology, University of Udine, Udine, 33100, Italy.<br /><searchLink fieldCode="AU" term="%22Pavone+I%22">Pavone I</searchLink>; Department of Medicine (DMED), Institute of Radiology, University of Udine, Udine, 33100, Italy.<br /><searchLink fieldCode="AU" term="%22Taveri+N%22">Taveri N</searchLink>; Department of Medicine (DMED), Institute of Radiology, University of Udine, Udine, 33100, Italy.<br /><searchLink fieldCode="AU" term="%22Gerratana+L%22">Gerratana L</searchLink>; Department of Medicine (DMED), Institute of Radiology, University of Udine, Udine, 33100, Italy.; Department of Medical Oncology, CRO di Aviano, National Cancer Institute, IRCCS, Aviano, 33081, Italy.; Department of Medicine, University of Udine, Udine, 33100, Italy.<br /><searchLink fieldCode="AU" term="%22Puglisi+F%22">Puglisi F</searchLink>; Department of Medicine (DMED), Institute of Radiology, University of Udine, Udine, 33100, Italy.; Department of Medical Oncology, CRO di Aviano, National Cancer Institute, IRCCS, Aviano, 33081, Italy.; Department of Medicine, University of Udine, Udine, 33100, Italy.<br /><searchLink fieldCode="AU" term="%22Girometti+R%22">Girometti R</searchLink>; Department of Medicine (DMED), Institute of Radiology, University of Udine, Udine, 33100, Italy.; Institute of Radiology, University Hospital S. Maria della Misericordia, Azienda Sanitaria Universitaria Friuli Centrale (ASUFC), Udine, 33100, Italy.<br /><searchLink fieldCode="AU" term="%22Zuiani+C%22">Zuiani C</searchLink>; Department of Medicine (DMED), Institute of Radiology, University of Udine, Udine, 33100, Italy.; Institute of Radiology, University Hospital S. Maria della Misericordia, Azienda Sanitaria Universitaria Friuli Centrale (ASUFC), Udine, 33100, Italy.<br /><searchLink fieldCode="AU" term="%22Della+Mea+V%22">Della Mea V</searchLink>; University of Udine, Udine, Italy. vincenzo.dellamea@uniud.it.<br /><searchLink fieldCode="AU" term="%22Cereser+L%22">Cereser L</searchLink>; Department of Medicine (DMED), Institute of Radiology, University of Udine, Udine, 33100, Italy. lorenzo.cereser@uniud.it.; Institute of Radiology, University Hospital S. Maria della Misericordia, Azienda Sanitaria Universitaria Friuli Centrale (ASUFC), Udine, 33100, Italy. lorenzo.cereser@uniud.it.
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