Exploring the Narratives of Patients With Cancer Using Large Language Models: Topic Modeling and Social Network Analysis.

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Title: Exploring the Narratives of Patients With Cancer Using Large Language Models: Topic Modeling and Social Network Analysis.
Authors: Feng X; School of Nursing, The Hong Kong Polytechnic University, 11 Yuk Choi Road, Hung Hom, Kowloon, China (Hong Kong), 852 27664691., Kwok HC; School of Nursing, The Hong Kong Polytechnic University, 11 Yuk Choi Road, Hung Hom, Kowloon, China (Hong Kong), 852 27664691., Chung CK; School of Nursing, The Hong Kong Polytechnic University, 11 Yuk Choi Road, Hung Hom, Kowloon, China (Hong Kong), 852 27664691., Yorke J; School of Nursing, The Hong Kong Polytechnic University, 11 Yuk Choi Road, Hung Hom, Kowloon, China (Hong Kong), 852 27664691.; School of Nursing, University of Manchester, Manchester, United Kingdom., Hui V; School of Nursing, The Hong Kong Polytechnic University, 11 Yuk Choi Road, Hung Hom, Kowloon, China (Hong Kong), 852 27664691.; Department of Health and Community Sytems, School of Nursing, University of Pittsburgh, Pittsburgh, PA, United States.
Source: Journal of medical Internet research [J Med Internet Res] 2026 Jul 06; Vol. 28, pp. e92539. Date of Electronic Publication: 2026 Jul 06.
Publication Type: Journal Article
Journal Info: Publisher: JMIR Publications Country of Publication: Canada NLM ID: 100959882 Publication Model: Electronic Cited Medium: Internet ISSN: 1438-8871 (Electronic) Linking ISSN: 14388871 NLM ISO Abbreviation: J Med Internet Res Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Feng+X%22">Feng X</searchLink>; School of Nursing, The Hong Kong Polytechnic University, 11 Yuk Choi Road, Hung Hom, Kowloon, China (Hong Kong), 852 27664691.<br /><searchLink fieldCode="AU" term="%22Kwok+HC%22">Kwok HC</searchLink>; School of Nursing, The Hong Kong Polytechnic University, 11 Yuk Choi Road, Hung Hom, Kowloon, China (Hong Kong), 852 27664691.<br /><searchLink fieldCode="AU" term="%22Chung+CK%22">Chung CK</searchLink>; School of Nursing, The Hong Kong Polytechnic University, 11 Yuk Choi Road, Hung Hom, Kowloon, China (Hong Kong), 852 27664691.<br /><searchLink fieldCode="AU" term="%22Yorke+J%22">Yorke J</searchLink>; School of Nursing, The Hong Kong Polytechnic University, 11 Yuk Choi Road, Hung Hom, Kowloon, China (Hong Kong), 852 27664691.; School of Nursing, University of Manchester, Manchester, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Hui+V%22">Hui V</searchLink>; School of Nursing, The Hong Kong Polytechnic University, 11 Yuk Choi Road, Hung Hom, Kowloon, China (Hong Kong), 852 27664691.; Department of Health and Community Sytems, School of Nursing, University of Pittsburgh, Pittsburgh, PA, United States.
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        Value: 10.2196/92539
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      – Code: eng
        Text: English
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            NameFull: Feng X
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            NameFull: Kwok HC
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            – D: 06
              M: 07
              Text: 2026 Jul 06
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