Data labeling in cancer research involves the process of annotating medical data, such as imaging scans, histopathology slides, or genomic sequences, to identify and classify cancerous and non-cancerous regions or mutations. This is a crucial step in developing and improving diagnostic tools, treatment plans, and predictive models.