2013 · 11 citations · 8 references
ComputingBiomedical InformaticsHealth InformaticsClinical Decision SupportClinical InformaticsDecision Support SystemsClinical Natural Language ProcessingDrug Information ResourcesDrug Information SystemsHealth Information RetrievalInformation ExtractionPharmaceutical Data IntegrationDrug Data IntegrationDrug Information RetrievalDrug Knowledge BasesDrug Knowledge IntegrationInformation Needs AnalysisInformation Needs AssessmentPatient Drug InformationUnstructured Data Extraction
Physicians are overwhelmed with many different drugs and the need to know a lot of information about all of them. That is, however, almost impossible in the fast evolving area of pharmaceutical industry. Although many data sources about drugs are published on the Web, structured or unstructured, it is very time consuming to search through them. In this paper we identify these data sources according to information needs of physicians. We show that they can be relatively easily integrated using the Linked Data principles and, in case of unstructured data, NLP methods. An application on the top of the integrated data sets is presented as a possible tool for clinical decision support.
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Stephen Dill, John A. Tomlin, Jason Y. Zien et al. · 2003 · 457 citations
Gediminas Adomavičius, Young Ok Kwon · Conference on Recommender Systems · 2011 · 207 citations