What Are the Challenges Associated with Cancer Databases?
One of the main challenges is the standardization of data across different databases, which often vary in format and annotation. Ensuring data quality and consistency is crucial for reliable analysis. Additionally, the sheer volume and complexity of data require advanced computational power and expertise in bioinformatics. Another challenge is maintaining patient privacy while sharing data. Databases need to implement robust security measures to protect sensitive information, aligning with regulations such as the General Data Protection Regulation (GDPR).
