Which regulation necessitates stringent governance for medical data lakes used for predictive analytics?
Answer
HIPAA
Due to the sensitive nature of patient information contained within medical data lakes—even when data is in its raw state—strict adherence to regulatory frameworks is non-negotiable. HIPAA is explicitly mentioned as the regulation that demands this stringent governance layer. When data lakes are leveraged for advanced applications like predictive analytics or population health improvement, the data must be correctly pseudonymized or de-identified before being made accessible to analysts. Failure in managing this governance risks not only analytical obstruction but also severe legal and compliance breaches associated with patient privacy laws.
Related Questions
What individual is credited with coining the term "data lake" near 2010?What approach defines how data is handled in a data lake regarding schemas?What is the Data State characteristic associated with a traditional Data Warehouse context in biopharma?Which roles primarily utilize the Data Lake in a clinical or research setting?What architecture blends lake storage flexibility with warehouse governance features?What governance elements are crucial when processing sensitive data in a medical data lake?Which regulation necessitates stringent governance for medical data lakes used for predictive analytics?How large can data output be from a single whole-genome sequencing run?What term describes a data lake repository where data quality is poor and finding information is nearly impossible?Which data types are best suited for ingestion into a Data Lake environment due to their raw nature?