While big data presents numerous opportunities, it also poses significant challenges. One major issue is data integration. Cancer data comes from various sources, including hospitals, laboratories, and wearable technologies. Integrating these disparate datasets requires sophisticated algorithms and robust data management systems to ensure consistency and accuracy.
Another challenge is the sheer volume of data. Handling and processing petabytes of information demands high-performance computing resources and advanced analytical tools. Moreover, data privacy and security remain critical concerns, necessitating stringent measures to protect patient information.
