March 2018
Beginner to intermediate
576 pages
13h 29m
English
Content preview from Implementing Splunk 7, Third Edition - Third Edition
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Natural language processing
Another example of using machine learning that is coming into its own is with natural language processing (NLP). NLP can be put to work on collections of free text, such as unstructured clinical notes found in EHR, academic journal articles, patient satisfaction surveys, or other narrative data.
As reported by Jennifer Bresnick (Top 4 Machine Learning Use Cases for Healthcare Providers, March 2017):
"In one project from the United Kingdom, researchers applied natural language processing tools to physicians' evaluations of their peers, and discovered that the NLP tools agreed with human assessments of the content up to 98 percent of the time. The complexity of open-text information means that, unlike the scores ...
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