What are the challenges in sharing large cancer datasets?
Sharing large cancer datasets presents several challenges. One major issue is data privacy, particularly when dealing with sensitive patient information. Ensuring data security and compliance with regulations such as HIPAA and GDPR is essential. Another challenge is the standardization of data formats and annotations, which is necessary for interoperability and effective data integration. Additionally, the sheer volume of data can pose storage and computational challenges, requiring robust infrastructure and sophisticated analytical tools.
