how to get readability statistics on word for mac

Fortunately, a freely available EHR dataset has been released. Contributing factors include proprietary commercial EHR systems, protection of patient privacy, and worries about revealing care quality issues through note sharing.

One barrier to developing NLP techniques for clinical notes is the lack of access to shared data 4. However, unstructured information locked in sentences cannot be analyzed in mass quantities without techniques such as information retrieval, text mining, and natural language processing (NLP) 3 to process the data and extract information for further use. Unstructured data are easy for clinicians to record by typing or dictation. While structured data are preferred for analysis due to their machine-readable format, unstructured data also contain information with high expressivity about patient medical history, clinical analyses, care processes, and treatments 2.

The clinical notes in MIMIC-III can be a viable option for researchers who are interested in clinicians’ language use but have no access to proprietary EHR systems.Įlectronic health record (EHR) systems have been widely adopted in the United States so that abundant clinical data are constantly being generated 1. The results show that the text characteristics of MIMIC-III notes were comparable with proprietary EHR notes, although the note readability index was slightly lower. We further compare the results with our previous study where proprietary EHR notes were used. In this study, we present the summary of the basic text characteristics and the readability of the MIMIC-III ICU notes. While the database has been utilized by a few studies, the text characteristics of the notes have not been summarized. A freely available intensive care unit database, MIMIC-III, was released in 2016 to address this issue and benefit the informatics research community. Developing such techniques requires shared data, but clinical data are often not easy to access. Unstructured data stored in an electronic health record (EHR) system can be very informative but require techniques such as natural language processing to extract the information.

How to get readability statistics on word for mac