论文信息 - MeSHx-Notes: web-system for clinical notes information extraction

MeSHx-Notes: web-system for clinical notes information extraction

We present MeSHx-Notes, MeSH eXtended for clinical notes, a multi-language web system based on the Django framework to present information selected in clinical notes. MeSHx-Notes extends Medical Subject Headings (MeSH) terms with Word Embeddings with similar semantic/syntactic words. Since MeSH is available for 15 languages, MeSHx-Notes is easily extendable by replacing the MeSH thesaurus with the target language. In this demo, we show examples with Portuguese and English.

[1] Jeffrey Dean,et al. Distributed Representations of Words and Phrases and their Compositionality , 2013, NIPS.

[2] Shuying Shen,et al. 2010 i2b2/VA challenge on concepts, assertions, and relations in clinical text , 2011, J. Am. Medical Informatics Assoc..

[3] Sunghwan Sohn,et al. Mayo clinical Text Analysis and Knowledge Extraction System (cTAKES): architecture, component evaluation and applications , 2010, J. Am. Medical Informatics Assoc..

[4] D. Blumenthal,et al. The benefits of health information technology: a review of the recent literature shows predominantly positive results. , 2011, Health affairs.