Extracting structured clinical data from pediatric emergency records using LLMs: A multimodel retrospective study of children with medical complexity.
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| Title: | Extracting structured clinical data from pediatric emergency records using LLMs: A multimodel retrospective study of children with medical complexity. |
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| Authors: | Brigiari G; Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Padova, Italy., Franzoi M; Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Padova, Italy., Piana C; Department of Women's and Children's Health, University of Padova, Padova, Italy., Quarantiello F; Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Padova, Italy., Zanin A; Palliative Care and Pain Service, Department of Women's and Children's Health, University of Padova, Padova, Italy., Benini F; Palliative Care and Pain Service, Department of Women's and Children's Health, University of Padova, Padova, Italy., Gregori D; Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Padova, Italy. |
| Source: | Digital health [Digit Health] 2026 May 04; Vol. 12, pp. 20552076261431431. Date of Electronic Publication: 2026 May 04 (Print Publication: 2026). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: SAGE Publications Ltd Country of Publication: United States NLM ID: 101690863 Publication Model: eCollection Cited Medium: Print ISSN: 2055-2076 (Print) Linking ISSN: 20552076 NLM ISO Abbreviation: Digit Health Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2055-2076 |
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| DOI: | 10.1177/20552076261431431 |
