Narrative text is an important component of communication in health care, including patient-
specific information in health record reports and notes and general biomedical knowledge …

In the biomedical domain, large amounts of data are stored in narrative text, such as clinical
documents in electronic health records (EHRs) and biomedical articles in bibliographic …

7.1 220 7.2 222 7.2. 1 222 7.2. 2 Report Analyzer.......................................................... 222 7.2. 3
Text Analyzer............................................................ 223 7.2. 4 Core NLP Components …

Abstract Information relevant to mental health is commonly recorded as unstructured
narrative text. This text may be part of a clinical record, a social media post, a diary, or a …

The increasing adoption of electronic health records (EHRs) and the corresponding interest
in using these data for quality improvement and research have made it clear that the …

In contemporary electronic medical records much of the clinically important data—signs and
symptoms, symptom severity, disease status, etc.—are not provided in structured data fields …

The unstructured narratives in medicine have been increasingly targeted for content
extraction using the techniques of natural language processing (NLP). In most cases, these …

To help maintain a complete, accurate and timely Problem List, we are developing a system
to automatically retrieve medical problems from free-text documents. This system uses …

Machine learning has demonstrated superior performance in solving many problems in
various fields of medicine compared to non-machine learning approaches. The aim of this …

Textual medical records contain a wealth of information that needs to be extracted and/or
indexed in order to be analyzed and interpreted by the automated tools. We have developed …