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Extraction of Endoscopic Markers from Clinical Notes in Italian Patients with Autoimmune Atrophic Gastritis Using Small Language Models.

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Title: Extraction of Endoscopic Markers from Clinical Notes in Italian Patients with Autoimmune Atrophic Gastritis Using Small Language Models.
Authors: Bergomi L; Department of Computer, Electrical and Biomedical Engineering, University of Pavia, Pavia, Italy., Buonocore TM; Department of Computer, Electrical and Biomedical Engineering, University of Pavia, Pavia, Italy.; IRCCS Mondino Foundation, Pavia, Italy., Parimbelli E; Department of Computer, Electrical and Biomedical Engineering, University of Pavia, Pavia, Italy.; IRCCS Mondino Foundation, Pavia, Italy., Lenti MV; Department of Internal Medicine and Medical Therapeutics, University of Pavia, Italy., Santacroce G; Department of Internal Medicine and Medical Therapeutics, University of Pavia, Italy., di Sabatino A; Department of Internal Medicine and Medical Therapeutics, University of Pavia, Italy., Pala D; Department of Management, Information and Production Engineering, University of Bergamo, Dalmine, Italy.
Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 924-928.
Publication Type: Journal Article
Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE; In Process
Database: MEDLINE Ultimate
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  Data: Extraction of Endoscopic Markers from Clinical Notes in Italian Patients with Autoimmune Atrophic Gastritis Using Small Language Models.
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  Data: <searchLink fieldCode="AU" term="%22Bergomi+L%22">Bergomi L</searchLink>; Department of Computer, Electrical and Biomedical Engineering, University of Pavia, Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22Buonocore+TM%22">Buonocore TM</searchLink>; Department of Computer, Electrical and Biomedical Engineering, University of Pavia, Pavia, Italy.; IRCCS Mondino Foundation, Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22Parimbelli+E%22">Parimbelli E</searchLink>; Department of Computer, Electrical and Biomedical Engineering, University of Pavia, Pavia, Italy.; IRCCS Mondino Foundation, Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22Lenti+MV%22">Lenti MV</searchLink>; Department of Internal Medicine and Medical Therapeutics, University of Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22Santacroce+G%22">Santacroce G</searchLink>; Department of Internal Medicine and Medical Therapeutics, University of Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22di+Sabatino+A%22">di Sabatino A</searchLink>; Department of Internal Medicine and Medical Therapeutics, University of Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22Pala+D%22">Pala D</searchLink>; Department of Management, Information and Production Engineering, University of Bergamo, Dalmine, Italy.
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  Data: <searchLink fieldCode="JN" term="%229214582%22">Studies in health technology and informatics</searchLink> [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 924-928.
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        Value: 10.3233/SHTI260314
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              Text: 2026 May 21
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