AIMC Topic: Hospitals, Veterans

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Extraction of Vital Signs from Clinical Notes.

Studies in health technology and informatics Jan 1, 2015
Assessment of vital signs is an essential part of surveillance of critically ill patients to detect condition changes and clinical deterioration. While most modern electronic medical records allow for vitals to be recorded in a structured format, the...
Humans Machine Learning Software Electronic Health Records Decision Support Systems, Clinical United States Natural Language Processing Data Mining Semantics Biological Ontologies Vital Signs Hospitals, Veterans Vocabulary, Controlled Physical Examination
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Classifying the Indication for Colonoscopy Procedures: A Comparison of NLP Approaches in a Diverse National Healthcare System.

Studies in health technology and informatics Jan 1, 2015
In order to measure the level of utilization of colonoscopy procedures, identifying the primary indication for the procedure is required. Colonoscopies may be utilized not only for screening, but also for diagnostic or therapeutic purposes. To determ...
Humans Machine Learning Electronic Health Records Colonoscopy Decision Support Systems, Clinical United States Mass Screening Natural Language Processing Data Mining Hospitals, Veterans National Health Programs Needs Assessment Colonic Diseases Medical Overuse
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