Search Results for "transparent"

...This package will run a series of data quality checks against an OMOP CDM instance (currently supports v5.4, v5.3 and v5.2). It systematically runs the checks, evaluates the checks against some pre-specified threshold, and then communicates what was done in a transparent and easily understandable way. The quality checks were organized according to the Kahn Framework1 which uses a system of categories and contexts that represent strategies for assessing data quality. Using this framework, the Data Quality Dashboard takes a systematic-based approach to running data quality checks. Instead of writing thousands of individual checks, we use “data quality check types”. ...

...Its multilingual support and configurable language settings enhance communication and usage in diverse cultural contexts, while features such as local patient management, transparent reference and geolocation functionalities contribute to improved patient care and holistic community health management.

...Because the library is lightweight and relies on minimal external dependencies, it is appropriate for small scripts, front-end utilities, and situations where you want to avoid over-engineering. Its simplicity also makes it easy to inspect, understand, and extend — useful traits if you prefer transparent code rather than black-box libraries.