Multi-Stage LLM Pipeline to Support Qualitative Content Analysis - A Proof of Concept Experiment with Expert Validation.
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| Title: | Multi-Stage LLM Pipeline to Support Qualitative Content Analysis - A Proof of Concept Experiment with Expert Validation. |
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| Authors: | Forster E; AIT Austrian Institute of Technology, Center for Health & Bioresources, Digital Health Information Systems, Graz and Vienna, Austria.; Medical University of Vienna, Centre for Medical Data Science, Institute for Outcomes Research, Vienna, Austria., Kartschmit N; Medical University of Vienna, Centre for Medical Data Science, Institute for Outcomes Research, Vienna, Austria., Klager E; Ludwig-Boltzmann Institute, Digital Health and Patient Safety, Vienna, Austria., Mosor E; Medical University of Vienna, Centre for Medical Data Science, Institute for Outcomes Research, Vienna, Austria., Schuster B; Ludwig-Boltzmann Institute, Digital Health and Patient Safety, Vienna, Austria., Mosor E; Medical University of Vienna, Centre for Medical Data Science, Institute for Outcomes Research, Vienna, Austria., Stamm T; Medical University of Vienna, Centre for Medical Data Science, Institute for Outcomes Research, Vienna, Austria., Donsa K; AIT Austrian Institute of Technology, Center for Health & Bioresources, Digital Health Information Systems, Graz and Vienna, Austria. |
| Source: | Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 07; Vol. 335, pp. 110-116. |
| 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 |
| Database: | MEDLINE Ultimate |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42119101 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Multi-Stage LLM Pipeline to Support Qualitative Content Analysis - A Proof of Concept Experiment with Expert Validation. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Forster+E%22">Forster E</searchLink>; AIT Austrian Institute of Technology, Center for Health & Bioresources, Digital Health Information Systems, Graz and Vienna, Austria.; Medical University of Vienna, Centre for Medical Data Science, Institute for Outcomes Research, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Kartschmit+N%22">Kartschmit N</searchLink>; Medical University of Vienna, Centre for Medical Data Science, Institute for Outcomes Research, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Klager+E%22">Klager E</searchLink>; Ludwig-Boltzmann Institute, Digital Health and Patient Safety, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Mosor+E%22">Mosor E</searchLink>; Medical University of Vienna, Centre for Medical Data Science, Institute for Outcomes Research, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Schuster+B%22">Schuster B</searchLink>; Ludwig-Boltzmann Institute, Digital Health and Patient Safety, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Mosor+E%22">Mosor E</searchLink>; Medical University of Vienna, Centre for Medical Data Science, Institute for Outcomes Research, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Stamm+T%22">Stamm T</searchLink>; Medical University of Vienna, Centre for Medical Data Science, Institute for Outcomes Research, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Donsa+K%22">Donsa K</searchLink>; AIT Austrian Institute of Technology, Center for Health & Bioresources, Digital Health Information Systems, Graz and Vienna, Austria. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%229214582%22">Studies in health technology and informatics</searchLink> [Stud Health Technol Inform] 2026 May 07; Vol. 335, pp. 110-116. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22IOS+Press%22">IOS Press </searchLink><i>Country of Publication: </i>Netherlands <i>NLM ID: </i>9214582 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>1879-8365 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2209269630%22">09269630 </searchLink><i>NLM ISO Abbreviation: </i>Stud Health Technol Inform <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42119101 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3233/SHTI260065 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 110 Titles: – TitleFull: Multi-Stage LLM Pipeline to Support Qualitative Content Analysis - A Proof of Concept Experiment with Expert Validation. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Forster E – PersonEntity: Name: NameFull: Kartschmit N – PersonEntity: Name: NameFull: Klager E – PersonEntity: Name: NameFull: Mosor E – PersonEntity: Name: NameFull: Schuster B – PersonEntity: Name: NameFull: Mosor E – PersonEntity: Name: NameFull: Stamm T – PersonEntity: Name: NameFull: Donsa K IsPartOfRelationships: – BibEntity: Dates: – D: 07 M: 05 Text: 2026 May 07 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1879-8365 Numbering: – Type: volume Value: 335 Titles: – TitleFull: Studies in health technology and informatics Type: main |
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