What Are the Challenges of Implementing Data Lakes in Cancer Research?
While data lakes offer numerous benefits, they also come with challenges. Ensuring data quality and consistency is crucial, as poor-quality data can lead to inaccurate results. Additionally, data security and patient privacy must be maintained, which can be complex given the sensitive nature of health data. Effective data governance and compliance with regulations such as HIPAA are essential.
