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

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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
Description
ISSN:1532-0480
DOI:10.1016/j.jbi.2025.104906