Despite their advantages, cancer data analysis programs face several challenges:
1. Data Integration: Combining data from diverse sources can be complex. 2. Data Quality: Ensuring data accuracy and consistency is crucial. 3. Interoperability: Different programs often use different formats, which can hinder data sharing. 4. Privacy Concerns: Protecting patient data while enabling research is a significant concern.