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To streamline this process, tools like the Medical Language Extraction and Encoding System and KnowledgeMap [40], vocabularies from the Unified Medical Language System [41], biomedical knowledge graphs [42], and curated dictionary lookup modules [43] have been employed to automate feature engineering...
As the preliminary trial, we adopt a standard off-the-shelf text retrieval system built upon Apache Lucene, Elasticsearch, using inverted index lookup followed by BM25 ranking. Specifically, for each question q and each answer option 𝑎𝑖ai, we send 𝑞+𝑎𝑖q+ai as a query to the ...
Then, the image matrix’s coordinate elements are replaced by the results of a lookup table comprised of a 256-by-256 Latin square matrix containing a chaotic sequence, with replacement coordinates determined depending on the values of the image’s pixels and the sequence’s values. The ...
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Free content Linking Lookup box Close organometallic (redirected fromOrganometallics) Also found in:Dictionary,Wikipedia. organometallic [or″gah-no-mĕ-tal´ik] consisting of a metal combined with an organic radical, particularly when the metal is linked directly to a carbon atom. ...
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Typical NER systems use dictionary lookup methods to determine semantic categories of a word (e.g., gene names in a dictionary). In this study, we used MedEx, the best rule-based medication extraction system in the 2009 i2b2 challenge, to assign medication specific categories into words. For...
medical entity linking have been proposed (e.g., [43], [44]), the most frequently-used off-the-shelf tools [6], [3] for broad-coverage biomedical information extraction (as well as many recent hybrid models [45], [46], [47]) rely heavily on dictionary lookup and sub-string ...