Advancing health equity in proactive health management: from data underrepresentation and algorithmic bias to a closed-loop governance framework.
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| Title: | Advancing health equity in proactive health management: from data underrepresentation and algorithmic bias to a closed-loop governance framework. |
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| Authors: | Zhao Q; Medical Big Data and Bioinformatics Research Center, First Affiliated Hospital of Gannan Medical University, Ganzhou, China.; School of Public Health and Health Management, Gannan Medical University, Ganzhou, China., Jiang W; Medical Big Data and Bioinformatics Research Center, First Affiliated Hospital of Gannan Medical University, Ganzhou, China.; School of Public Health and Health Management, Gannan Medical University, Ganzhou, China., Zhang C; Medical Big Data and Bioinformatics Research Center, First Affiliated Hospital of Gannan Medical University, Ganzhou, China.; School of Public Health and Health Management, Gannan Medical University, Ganzhou, China., Ouyang M; First School of Clinical Medicine, Gannan Medical University, Ganzhou, China., Wu N; First School of Clinical Medicine, Gannan Medical University, Ganzhou, China., Guo Y; Medical Big Data and Bioinformatics Research Center, First Affiliated Hospital of Gannan Medical University, Ganzhou, China.; School of Public Health and Health Management, Gannan Medical University, Ganzhou, China.; Ganzhou Key Laboratory of Medical Big Data, Ganzhou, China.; Gannan Subcenter for Medical Genomics, National Genomics Data Center, Ganzhou, China. |
| Source: | Frontiers in public health [Front Public Health] 2026 Jun 17; Vol. 14, pp. 1863050. Date of Electronic Publication: 2026 Jun 17 (Print Publication: 2026). |
| Publication Type: | Journal Article; Review |
| 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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| ISSN: | 2296-2565 |
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| DOI: | 10.3389/fpubh.2026.1863050 |
