Advancing precision oncology with AI-powered genomic analysis
Centre for Cellular and Molecular Biology
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
- FWCI
- 32.20
- Percentile
- 100%
- References
- 231
Authors
1Topics & keywords
- Precision medicine
- Genomics
- Biomarker discovery
- Data integration
- Omics
- Workflow
- Repurposing
- Personalized medicine