The role of artificial intelligence in advancing population-based cancer registration - PubMed
5 hours ago
- #Cancer Registration
- #Deep Learning
- #Artificial Intelligence
- Cancer is the second leading cause of death globally, with increasing burden and disparities.
- Population-based cancer registries collect data crucial for cancer prevention and control strategies.
- Artificial intelligence (AI) can reduce the labor-intensive nature of registry operations.
- AI enables processing large datasets and extracting complex or unstructured data patterns.
- AI supports data quality control and enhances cancer registration data abstraction.
- AI methodologies are increasingly integrated into the analysis and dissemination of registry data.
- Challenges include network and computational constraints, uneven resource allocation, and AI biases.
- A forward-looking AI-enhanced framework is proposed to optimize cancer registration efficiency.
- AI can enhance the use of registry data for cancer control and research.