data lake articles
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?
What defined the Data Warehouse concept according to Bill Inmon?
Which approach did Ralph Kimball champion in data warehousing methodologies?
What is the primary operational focus of a Clinical Data Repository (CDR)?
What is the stated primary goal of a Clinical Data Warehouse (CDW)?
How is clinical data characterized compared to traditional business data in a DW?
Which time horizon is associated with a Clinical Data Warehouse (CDW) analysis?
What is identified as the key challenge for a Clinical Data Warehouse (CDW) specifically?
What specific integration hurdle necessitated the development of the CDW structure?
When did the realization of needing a specialized analytical structure emerge?
What factor determines the value realization of a CDW built on foundational architecture?
What specific dimension requires extreme precision when modeling clinical events in a CDW?
What architectural feature defined HL7 version 2 messages requiring complex parsing?
What major objective did the 21st Century Cures Act specifically target regarding health data?
Which standard utilizes Application Programming Interfaces (APIs) and REST architecture?
What characterized the earliest forms of digital health data communication before structured standards?
What was the primary effect of the HITECH Act of 2009 on interoperability efforts?
What is the significant role of the Office of the National Coordinator for Health Information Technology (ONC)?
How does FHIR offer a more granular approach compared to HL7 v2 messaging?
How is the creation of functional health data interoperability best characterized?
What industry-accepted data formats does FHIR employ alongside its REST architecture?
How have the Centers for Medicare & Medicaid Services (CMS) influenced data sharing requirements?