Normalization in cancer research refers to the process of adjusting and standardizing various biological data to ensure that differences observed in experiments are truly due to biological variations rather than technical inconsistencies. This is particularly important in high-throughput techniques like gene expression profiling, where data can be affected by numerous technical factors.