There are several challenges in validating cancer data:
Diverse data sources: Cancer research involves data from genomics, imaging, patient records, and more, which can vary in format and structure. Large datasets: The volume of data in cancer research can make thorough validation difficult without advanced tools and sufficient computational resources. Data privacy: Ensuring that validation processes comply with privacy laws, such as HIPAA, is crucial when handling sensitive patient information.
