Information extraction from multi-institutional radiology reports

Artificial Intelligence in Medicine

Volumn 66, Issue , 2016, Pages 29-39

  Hassanpour, Saeed ^a   Langlotz, Curtis P ^b  

^a DARTMOUTH MEDICAL SCHOOL   (United States)

^b STANFORD UNIVERSITY   (United States)

Author keywords

Discriminative sequence classifier; Information extraction; Natural language processing; Radiology report narrative

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTATIONAL LINGUISTICS; CONTENT BASED RETRIEVAL; DATA MINING; DECISION SUPPORT SYSTEMS; HEALTH CARE; IMAGE RETRIEVAL; INFORMATION ANALYSIS; INFORMATION RETRIEVAL; INFORMATION RETRIEVAL SYSTEMS; INFORMATION SYSTEMS; INFORMATION THEORY; INFORMATION USE; LEARNING ALGORITHMS; LEARNING SYSTEMS; MEDICAL COMPUTING; MEDICAL IMAGING; NATURAL LANGUAGE PROCESSING SYSTEMS; RADIATION; RADIOLOGY; SEMANTICS; SOCIETIES AND INSTITUTIONS;

CONTENT BASED IMAGE RETRIEVAL; HEALTH CARE INFORMATION SYSTEM; INFORMATION EXTRACTION METHODS; INFORMATION EXTRACTION SYSTEMS; MACHINE LEARNING APPROACHES; MACHINE LEARNING TECHNIQUES; NATURAL LANGUAGE PROCESSING; RADIOLOGY REPORTS;

CLASSIFICATION (OF INFORMATION);

ARTICLE; CLINICAL DATA REPOSITORY; CLINICAL RESEARCH; CONDITIONAL MARKOV MODEL; CONDITIONAL RANDOM FIELD MODEL; DATA EXTRACTION; DOCUMENTATION; HEALTH CARE ORGANIZATION; HUMAN; INFORMATION MODEL; INFORMATION RETRIEVAL; MACHINE LEARNING; MEASUREMENT PRECISION; MEDICAL DOCUMENTATION; MEDICAL ILLUSTRATION; MEDICAL INFORMATION; NAMED ENTITY RECOGNITION; NATURAL LANGUAGE PROCESSING; PRIORITY JOURNAL; RADIOLOGY REPORT; SEMANTICS; AUTOMATED PATTERN RECOGNITION; CLINICAL TRIAL; COMPUTER ASSISTED DIAGNOSIS; DATA MINING; DISCRIMINANT ANALYSIS; ELECTRONIC HEALTH RECORD; FACTUAL DATABASE; MEDICAL RECORD; MULTICENTER STUDY; OBSERVER VARIATION; PREDICTIVE VALUE; PROCEDURES; RADIOLOGY INFORMATION SYSTEM; REPRODUCIBILITY; THEORETICAL MODEL; UNITED STATES;

DATA MINING; DATABASES, FACTUAL; DISCRIMINANT ANALYSIS; ELECTRONIC HEALTH RECORDS; HUMANS; INFORMATION STORAGE AND RETRIEVAL; MACHINE LEARNING; MEDICAL RECORD LINKAGE; MODELS, THEORETICAL; NATURAL LANGUAGE PROCESSING; OBSERVER VARIATION; PATTERN RECOGNITION, AUTOMATED; PREDICTIVE VALUE OF TESTS; RADIOGRAPHIC IMAGE INTERPRETATION, COMPUTER-ASSISTED; RADIOLOGY INFORMATION SYSTEMS; REPRODUCIBILITY OF RESULTS; SEMANTICS; UNITED STATES;

EID: 84958115528     PISSN: 09333657     EISSN: 18732860     Source Type: Journal    
DOI: 10.1016/j.artmed.2015.09.007     Document Type: Article

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