To address these challenges, various initiatives and standards have been developed:
The Global Alliance for Genomics and Health (GA4GH) works to create frameworks and standards for sharing genomic and clinical data. The Clinical Data Interchange Standards Consortium (CDISC) develops global standards to streamline clinical research data management. Organizations like NIH and NCI provide guidelines and resources for data standardization and sharing.
