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Multi‐Omics Biomarkers From Variant to Clinic: A Systematic Review and Meta‐Analysis of Evidence, AI/ML, Governance, Equity, and Real‐World Implementation Across Global Health Systems
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| Published in: | Health Science Reports |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| _version_ | 1868552951356719104 |
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| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Health Science Reports |
| description | |
| discipline_display | Health and Safety |
| discipline_facet | Health and Safety |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:69452 |
| institution | FRELIP |
| journal_source_facet | Health Science Reports |
| last_indexed | 2026-06-20T21:29:00.958Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Multi‐Omics Biomarkers From Variant to Clinic: A Systematic Review and Meta‐Analysis of Evidence, AI/ML, Governance, Equity, and Real‐World Implementation Across Global Health Systems Health and Safety General Health and Safety |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Health and Safety General Health and Safety |
| subject_facet | Health and Safety General Health and Safety |
| title | Multi‐Omics Biomarkers From Variant to Clinic: A Systematic Review and Meta‐Analysis of Evidence, AI/ML, Governance, Equity, and Real‐World Implementation Across Global Health Systems |
| title_alt | Biomarcadores multiómicos desde la variante hasta la clínica: una revisión sistemática y metaanálisis de evidencia, IA/ML, gobernanza, equidad e implementación en el mundo real en sistemas de salud globales Biomarqueurs multi-omiques du variant à la clinique : une revue systématique et méta-analyse des preuves, IA/ML, gouvernance, équité et mise en œuvre dans le monde réel à travers les systèmes de santé mondiaux Biomarcadores Multi-Ômicos da Variante à Clínica: Uma Revisão Sistemática e Meta-Análise de Evidências, IA/ML, Governança, Equidade e Implementação no Mundo Real em Sistemas de Saúde Globais |
| title_auth | Multi‐Omics Biomarkers From Variant to Clinic: A Systematic Review and Meta‐Analysis of Evidence, AI/ML, Governance, Equity, and Real‐World Implementation Across Global Health Systems |
| title_es_txt | Biomarcadores multiómicos desde la variante hasta la clínica: una revisión sistemática y metaanálisis de evidencia, IA/ML, gobernanza, equidad e implementación en el mundo real en sistemas de salud globales |
| title_fr_txt | Biomarqueurs multi-omiques du variant à la clinique : une revue systématique et méta-analyse des preuves, IA/ML, gouvernance, équité et mise en œuvre dans le monde réel à travers les systèmes de santé mondiaux |
| title_full | Multi‐Omics Biomarkers From Variant to Clinic: A Systematic Review and Meta‐Analysis of Evidence, AI/ML, Governance, Equity, and Real‐World Implementation Across Global Health Systems |
| title_fullStr | Multi‐Omics Biomarkers From Variant to Clinic: A Systematic Review and Meta‐Analysis of Evidence, AI/ML, Governance, Equity, and Real‐World Implementation Across Global Health Systems |
| title_full_unstemmed | Multi‐Omics Biomarkers From Variant to Clinic: A Systematic Review and Meta‐Analysis of Evidence, AI/ML, Governance, Equity, and Real‐World Implementation Across Global Health Systems |
| title_pt_txt | Biomarcadores Multi-Ômicos da Variante à Clínica: Uma Revisão Sistemática e Meta-Análise de Evidências, IA/ML, Governança, Equidade e Implementação no Mundo Real em Sistemas de Saúde Globais |
| title_short | Multi‐Omics Biomarkers From Variant to Clinic: A Systematic Review and Meta‐Analysis of Evidence, AI/ML, Governance, Equity, and Real‐World Implementation Across Global Health Systems |
| title_sort | multi‐omics biomarkers from variant to clinic: a systematic review and meta‐analysis of evidence, ai/ml, governance, equity, and real‐world implementation across global health systems |
| topic | Health and Safety General Health and Safety |
| url | https://onlinelibrary.wiley.com/doi/10.1002/hsr2.72452?af=R |