What are the Challenges to Data Integrity in Cancer Research?
Despite best efforts, maintaining data integrity can be challenging due to various factors:
Data Volume: The sheer volume of data generated in cancer research, from clinical trials to biomedical imaging, makes it difficult to manage. Data Heterogeneity: Cancer research data is often heterogeneous, coming from different sources and formats, complicating data integration and consistency. Human Error: Manual data entry and processing can introduce errors that compromise data integrity. Cybersecurity Threats: Cyber-attacks can lead to data breaches, altering or corrupting sensitive research data.
