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Enhancing diabetes risk stratification through natural language processing: a multimodal data integration approach.

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Title: Enhancing diabetes risk stratification through natural language processing: a multimodal data integration approach.
Authors: Lu Y; School of Public Health, Guilin Medical University, Guilin, China.; Department of Foreign Languages, Guilin Medical University, Guilin, China., Li T; School of Public Health, Guilin Medical University, Guilin, China., Ge L; School of Public Health, Guilin Medical University, Guilin, China., Wei Y; School of Humanities and Management, Guilin Medical University, Guilin, China., Li Y; School of Humanities and Management, Guilin Medical University, Guilin, China., Huang S; School of Humanities and Management, Guilin Medical University, Guilin, China., Jiang T; School of Humanities and Management, Guilin Medical University, Guilin, China., Chen Y; Guangxi Key Laboratory of Diabetic Systems Medicine, Guilin Medical University, Guilin, China., Xiang Z; The First Affiliated Hospital of Guilin Medical University, Guilin Medical University, Guilin, China.
Source: Frontiers in public health [Front Public Health] 2026 May 28; Vol. 14, pp. 1793361. Date of Electronic Publication: 2026 May 28 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Editorial Office Country of Publication: Switzerland NLM ID: 101616579 Publication Model: eCollection Cited Medium: Internet ISSN: 2296-2565 (Electronic) Linking ISSN: 22962565 NLM ISO Abbreviation: Front Public Health Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Lu+Y%22">Lu Y</searchLink>; School of Public Health, Guilin Medical University, Guilin, China.; Department of Foreign Languages, Guilin Medical University, Guilin, China.<br /><searchLink fieldCode="AU" term="%22Li+T%22">Li T</searchLink>; School of Public Health, Guilin Medical University, Guilin, China.<br /><searchLink fieldCode="AU" term="%22Ge+L%22">Ge L</searchLink>; School of Public Health, Guilin Medical University, Guilin, China.<br /><searchLink fieldCode="AU" term="%22Wei+Y%22">Wei Y</searchLink>; School of Humanities and Management, Guilin Medical University, Guilin, China.<br /><searchLink fieldCode="AU" term="%22Li+Y%22">Li Y</searchLink>; School of Humanities and Management, Guilin Medical University, Guilin, China.<br /><searchLink fieldCode="AU" term="%22Huang+S%22">Huang S</searchLink>; School of Humanities and Management, Guilin Medical University, Guilin, China.<br /><searchLink fieldCode="AU" term="%22Jiang+T%22">Jiang T</searchLink>; School of Humanities and Management, Guilin Medical University, Guilin, China.<br /><searchLink fieldCode="AU" term="%22Chen+Y%22">Chen Y</searchLink>; Guangxi Key Laboratory of Diabetic Systems Medicine, Guilin Medical University, Guilin, China.<br /><searchLink fieldCode="AU" term="%22Xiang+Z%22">Xiang Z</searchLink>; The First Affiliated Hospital of Guilin Medical University, Guilin Medical University, Guilin, China.
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              Text: 2026 May 28
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