http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2019057191-A1

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publicationDate 2019-02-21-04:00^^<http://www.w3.org/2001/XMLSchema#date>
publicationNumber US-2019057191-A1
titleOfInvention Cognitive framework to identify medical case safety reports in free form text
abstract A method, a computing system and a computer program product are provided. A computing system identifies elements within a collection of medical documents. The elements include patients, adverse events and medical drugs. The medical documents are analyzed by the computer system to determine associations between the identified medical drugs and corresponding identified adverse events. The identified elements and the determined associations may be encoded as features by the computing system. The computing system identifies portions of the medical documents as containing the identified elements and the determined associations. The computing system generates a classification model based at least on the encoded features associated with the identified portions for identifying medical case safety reports within medical documents. The classification model is applied to a new document to determine a classification of the new document with respect to a medical case safety report.
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Total number of triples: 35.