Data monitoring in cancer faces several challenges: - Data Quality: Ensuring the accuracy, completeness, and consistency of data. - Data Integration: Combining data from different sources and formats. - Privacy and Security: Protecting sensitive patient information. - Standardization: Developing standardized protocols for data collection and analysis.