Extracting medication information from clinical text

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منابع مشابه

Extracting medication information from clinical text

The Third i2b2 Workshop on Natural Language Processing Challenges for Clinical Records focused on the identification of medications, their dosages, modes (routes) of administration, frequencies, durations, and reasons for administration in discharge summaries. This challenge is referred to as the medication challenge. For the medication challenge, i2b2 released detailed annotation guidelines al...

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Extracting Medication Information from French Clinical Texts

Much more Natural Language Processing (NLP) work has been performed on the English language than on any other. This general observation is also true of medical NLP, although clinical language processing needs are as strong in other languages as they are in English. In specific subdomains, such as drug prescription, the expression of information can be closely related across different languages,...

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Extracting Medication Information from Discharge Summaries

Extracting medication information from clinical records has many potential applications and was the focus of the i2b2 challenge in 2009. We present a hybrid system, comprised of machine learning and rule-based modules, for medication information extraction. With only a handful of template-filling rules, the system’s core is a cascade of statistical classifiers for field detection. It achieved g...

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Extracting and standardizing medication information in clinical text – the MedEx-UIMA system

Extraction of medication information embedded in clinical text is important for research using electronic health records (EHRs). However, most of current medication information extraction systems identify drug and signature entities without mapping them to standard representation. In this study, we introduced the open source Java implementation of MedEx, an existing high-performance medication ...

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Extracting Financial Information from Text Documents

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ژورنال

عنوان ژورنال: Journal of the American Medical Informatics Association

سال: 2010

ISSN: 1067-5027,1527-974X

DOI: 10.1136/jamia.2010.003947