Inductive thematic analysis of healthcare qualitative interviews using open-source large language models: How does it compare to traditional methods?

•Large language models show great promise in medical research, but health privacy challenges limit usage.•We implement a locally-hosted open source LLM which allows us to analyze protected clinical data.•Local LLM generate codes and themes as key phases of thematic analysis of clinical qualitative i...

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Veröffentlicht in:	Computer methods and programs in biomedicine 2024-10, Vol.255, p.108356, Article 108356
Hauptverfasser:	Mathis, Walter S, Zhao, Sophia, Pratt, Nicholas, Weleff, Jeremy, De Paoli, Stefano
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial Intelligence Delivery of Health Care Humans Interviews as Topic Large language models Mental health Natural Language Processing Qualitative methods Qualitative Research Thematic analysis
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