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Global knowledge graph of osteoporosis biomarkers based on large language model embeddings and complex network algorithms.

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Title: Global knowledge graph of osteoporosis biomarkers based on large language model embeddings and complex network algorithms.
Authors: Tan Q; Guangzhou University of Chinese Medicine, Guangzhou, China., Liang W; The Eighth Clinical Medical College of Guangzhou University of Chinese Medicine, Foshan, China., Liu M; Guangzhou University of Chinese Medicine, Guangzhou, China., Fan Q; Guangdong Provincial Hospital of Integrated Traditional Chinese and Western Medicine, Foshan, Guangdong, China., Pan W; Guangzhou University of Chinese Medicine, Guangzhou, China., Zhou J; Guangzhou University of Chinese Medicine, Guangzhou, China., Yang Q; Guangzhou University of Chinese Medicine, Guangzhou, China., Wang K; Guangzhou University of Chinese Medicine, Guangzhou, China.
Source: Frontiers in endocrinology [Front Endocrinol (Lausanne)] 2026 May 08; Vol. 17, pp. 1776707. Date of Electronic Publication: 2026 May 08 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Research Foundation] Country of Publication: Switzerland NLM ID: 101555782 Publication Model: eCollection Cited Medium: Print ISSN: 1664-2392 (Print) Linking ISSN: 16642392 NLM ISO Abbreviation: Front Endocrinol (Lausanne) Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Tan+Q%22">Tan Q</searchLink>; Guangzhou University of Chinese Medicine, Guangzhou, China.<br /><searchLink fieldCode="AU" term="%22Liang+W%22">Liang W</searchLink>; The Eighth Clinical Medical College of Guangzhou University of Chinese Medicine, Foshan, China.<br /><searchLink fieldCode="AU" term="%22Liu+M%22">Liu M</searchLink>; Guangzhou University of Chinese Medicine, Guangzhou, China.<br /><searchLink fieldCode="AU" term="%22Fan+Q%22">Fan Q</searchLink>; Guangdong Provincial Hospital of Integrated Traditional Chinese and Western Medicine, Foshan, Guangdong, China.<br /><searchLink fieldCode="AU" term="%22Pan+W%22">Pan W</searchLink>; Guangzhou University of Chinese Medicine, Guangzhou, China.<br /><searchLink fieldCode="AU" term="%22Zhou+J%22">Zhou J</searchLink>; Guangzhou University of Chinese Medicine, Guangzhou, China.<br /><searchLink fieldCode="AU" term="%22Yang+Q%22">Yang Q</searchLink>; Guangzhou University of Chinese Medicine, Guangzhou, China.<br /><searchLink fieldCode="AU" term="%22Wang+K%22">Wang K</searchLink>; Guangzhou University of Chinese Medicine, Guangzhou, China.
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  Data: <searchLink fieldCode="JN" term="%22101555782%22">Frontiers in endocrinology</searchLink> [Front Endocrinol (Lausanne)] 2026 May 08; Vol. 17, pp. 1776707. <i>Date of Electronic Publication: </i>2026 May 08 (<i>Print Publication: </i>2026).
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        Value: 10.3389/fendo.2026.1776707
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        Text: English
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              Text: 2026 May 08
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              Y: 2026
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