SPOT the drug! An unsupervised pattern matching method to extract drug names from very large clinical corpora

Proceedings - 2012 IEEE 2nd Conference on Healthcare Informatics, Imaging and Systems Biology, HISB 2012

Volumn , Issue , 2012, Pages 33-39

  Coden, Anni ^a   Gruhl, Daniel ^b   Lewis, Neal ^b   Tanenblatt, Michael ^a   Terdiman, Joe ^b  

^a IBM T J WATSON RESEARCH CENTER   (United States)

^b IBM ALMADEN RESEARCH CENTER   (United States)

Author keywords

context matching; Dictionary expansion; drug interactions; drugs; healthcare; medications; pattern discovery; pattern matching; unsupervised learning

Indexed keywords

BOOTSTRAPPING ALGORITHM; CONTEXT MATCHING; DRUG-DRUG INTERACTIONS; DRUGS; ELECTRONIC HEALTH RECORD; FAST ALGORITHMS; MEDICATIONS; NATURAL LANGUAGE PROCESSING; NLP TOOLS; PATIENT HEALTH; PATIENT HISTORY; PATTERN DISCOVERY; PERFORMANCE TRADE-OFF; PHARMACOLOGICAL SUBSTANCES; PRECISION AND RECALL; PRESCRIPTION DRUGS; SECONDARY USE;

ALGORITHMS; DIAGNOSIS; HEALTH CARE; LINGUISTICS; NATURAL LANGUAGE PROCESSING SYSTEMS; PATIENT TREATMENT; PATTERN MATCHING; UNSUPERVISED LEARNING;

DRUG INTERACTIONS;

EID: 84871942099     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/HISB.2012.16     Document Type: Conference Paper

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