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Therefore, an unstructured documentation method is still used by most healthcare providers in order to reserve clarity and flexibility.
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Various types of EHR data, ranging from structured data to unstructured narrative documentation, are selected and reviewed for validation.
These problems of distributed and unstructured nursing documentation also exist in other Austrian hospitals [ 32] and in other countries [ 33].
Billing codes and structured laboratory data can be combined with natural language processing algorithms to extract information from unstructured clinical documentation to gain greater understanding of an individual's phenotype.
In many cases, simple flat files or other unstructured text documents are provided by researchers as documentation, which are often missing software dependencies, versions and sufficient documentation to understand the workflow and parameter settings.
It could be demonstrated that it was possible to transform the formerly unstructured text-based documentation into a detailed and structured model.
11 16 CRIS obtains data from the SLaM BRC Case Register from structured electronic health record fields and also using natural language processing (NLP) from unstructured free-text documentation.
Structured data (e.g., source code) has a formal syntax and is straightforward to analyze; unstructured data (e.g., documentation) is a mix of natural language, noise, and snippets of structured data, and it is harder to analyze.
The methodology involved evaluation toolkits, photographic documentations and unstructured interviews.
Research involving EMR systems often involves processing both structured (e.g. billing codes) and unstructured data (e.g. clinical documentation generated by physicians).
To develop a data acquisition model for the histopathological examination report, the requirements for the documentation system were collected by unstructured interviews with three urologists and three pathologists.
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