Pre-annotating clinical notes and clinical trial announcements for gold standard corpus development: Evaluating the impact on annotation speed and potential bias

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

Volumn , Issue , 2012, Pages 108-

  Lingren, Todd ^a   Deleger, Louise ^a   Molnar, Katalin ^a   Zhai, Haijun ^a   Meinzen Derr, Jareen ^a   Kaiser, Megan ^a   Stoutenborough, Laura ^a   Li, Qi ^a   Solti, Imre ^a  

^a CINCINNATI CHILDREN'S HOSPITAL MEDICAL CENTER   (United States)

Author keywords

annotation; bias; clinical notes; clinical trial announcements; Cross corpus pre annotation; IE; Information Extraction; Intra corpus pre annotation; named entity; Natural Language Processing; NLP; SNOMED CT; speed; UMLS CUI

Indexed keywords

ANNOTATION; BIAS; CLINICAL NOTES; CLINICAL TRIAL; CROSS-CORPUS PRE-ANNOTATION; IE; INFORMATION EXTRACTION; INTRA-CORPUS PRE-ANNOTATION; NAMED ENTITIES; NATURAL LANGUAGE PROCESSING; NLP; SNOMED CT; UMLS CUI;

GOLD; LINGUISTICS; NATURAL LANGUAGE PROCESSING SYSTEMS; SPEED;

EXPERIMENTS;

EID: 84871949206     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/HISB.2012.33     Document Type: Conference Paper

References (0)