What Challenges are Associated with Validating Cancer Data?
There are several challenges in validating cancer data:
Heterogeneity: Cancer is a complex and heterogeneous disease, making it difficult to standardize data. Volume: The sheer volume of data can be overwhelming and difficult to manage. Privacy Concerns: Ensuring patient data confidentiality while sharing data for validation purposes. Technological Limitations: Variability in data collection and storage technologies can affect data quality.
