reviewFrontiers in PharmacologyApr 30, 2025GOLD OA

Advancing precision oncology with AI-powered genomic analysis

Centre for Cellular and Molecular Biology

PubMed
Indexed incrossrefdoajpubmed

Abstract

Multiomics data integration approaches offer a comprehensive functional understanding of biological systems, with significant applications in disease therapeutics. However, the quantitative integration of multiomics data presents a complex challenge, requiring highly specialized computational methods. By providing deep insights into disease-associated molecular mechanisms, multiomics facilitates precision medicine by accounting for individual omics profiles, enabling early disease detection and prevention, aiding biomarker discovery for diagnosis, prognosis, and treatment monitoring, and identifying molecular targets for innovative drug development or the repurposing of existing therapies. AI-driven…

Citation impact

44
total citations
FWCI
32.20
Percentile
100%
References
231
Citations per year

Authors

1

Topics & keywords

Keywords
  • Precision medicine
  • Genomics
  • Biomarker discovery
  • Data integration
  • Omics
  • Workflow
  • Repurposing
  • Personalized medicine
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Funding