Linguistic approach for identification of medication names and related information in clinical narratives

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Linguistic approach for identification of medication names and related information in clinical narratives

BACKGROUND Pharmacotherapy is an integral part of any medical care process and plays an important role in the medical history of most patients. Information on medication is crucial for several tasks such as pharmacovigilance, medical decision or biomedical research. OBJECTIVES Within a narrative text, medication-related information can be buried within other non-relevant data. Specific method...

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Analysis of Cross-Institutional Medication Description Patterns in Clinical Narratives

A large amount of medication information resides in the unstructured text found in electronic medical records, which requires advanced techniques to be properly mined. In clinical notes, medication information follows certain semantic patterns (eg, medication, dosage, frequency, and mode). Some medication descriptions contain additional word(s) between medication attributes. Therefore, it is es...

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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.2010.004036