Natural language processing as an alternative to manual reporting of colonoscopy quality metrics
نویسندگان
چکیده
منابع مشابه
Utility of Natural Language Processing for Clinical Quality Measures Reporting
Introduction Clinical quality measures (CQMs) are tools that help measure and track the quality of health care services. Measuring and reporting CQMs helps to ensure that our health care system is delivering effective, safe, efficient, patient-centered, equitable, and timely care. The CQM for influenza immunization measures the percentage of patients aged 6 months and older seen for a visit bet...
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The rapid increase in the electronic information due global technology advancement as well as manual text usage has resulted in text information overload problem. This has leads to significant changes on text processing activities from the traditional way. Due to continous increase in both online and offline text, demand for text summarization has become the focus of huge interest and investmen...
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OBJECTIVES To provide an overview and tutorial of natural language processing (NLP) and modern NLP-system design. TARGET AUDIENCE This tutorial targets the medical informatics generalist who has limited acquaintance with the principles behind NLP and/or limited knowledge of the current state of the art. SCOPE We describe the historical evolution of NLP, and summarize common NLP sub-problems...
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ژورنال
عنوان ژورنال: Gastrointestinal Endoscopy
سال: 2015
ISSN: 0016-5107
DOI: 10.1016/j.gie.2015.01.049