Data standardization involves the process of bringing data from different sources into a common format. In the context of cancer research, this ensures that diverse datasets can be accurately compared and analyzed. Given the heterogeneity of cancer data, which includes genomic, clinical, and imaging data, standardization is crucial for effective research and treatment development.