Automated search for patient records: Classification of free-text medical reports using conditional random fields

IHI'12 - Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium

Volumn , Issue , 2012, Pages 691-695

  Cvejic, Ivko ^a   Zhang, Jun ^a   Marx, James ^b   Tjoe, Judy ^b  

^a UNIVERSITY OF WISCONSIN MILWAUKEE   (United States)

^b AURORA HEALTH CARE   (United States)

Author keywords

Conditional Random Field; Free text; Patient search; Trial criteria

Indexed keywords

AUTOMATED SEARCHES; BREAST CANCER; CLINICAL TRIAL; CONDITIONAL RANDOM FIELD; FREE-TEXT; PATIENT IDENTIFICATION; PATIENT RECORD; PATIENT SEARCH; TRIAL CRITERIA;

EXPERIMENTS; HEALTH CARE; IMAGE SEGMENTATION; RANDOM PROCESSES;

TEXT PROCESSING;

EID: 84863297416     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2110363.2110442     Document Type: Conference Paper

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