Identification of Incidental Pulmonary Nodules in Free-text Radiology Reports: An Initial Investigation

Studies in Health Technology and Informatics

Volumn 216, Issue , 2015, Pages 1027-

  Oliveira, Lucas ^a   Tellis, Ranjith ^a   Qian, Yuechen ^a   Trovato, Karen ^a   Mankovich, Gabe ^a  

^a PHILIPS RESEARCH LABORATORIES   (Netherlands)

Author keywords

Algorithms; Incidental Findings; Natural Language Processing; Patient Care; Radiology

Indexed keywords

ALGORITHMS; BIOINFORMATICS; NATURAL LANGUAGE PROCESSING SYSTEMS; RADIATION; RADIOLOGY;

FREE TEXTS; IMAGE STUDY; INCIDENTAL FINDINGS; PATIENT CARE; PRELIMINARY ANALYSIS; PULMONARY NODULES; RADIOLOGY REPORTS;

COMPUTERIZED TOMOGRAPHY;

ABDOMINAL RADIOGRAPHY; CLASSIFICATION; CLINICAL DECISION SUPPORT SYSTEM; COMPUTER ASSISTED DIAGNOSIS; CONTROLLED VOCABULARY; DATA MINING; EPIDEMIOLOGY; HUMAN; ILLINOIS; INCIDENTAL FINDING; MACHINE LEARNING; NATURAL LANGUAGE PROCESSING; NOMENCLATURE; ORGANIZATION AND MANAGEMENT; PILOT STUDY; PROCEDURES; RADIOLOGY INFORMATION SYSTEM; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; STATISTICS AND NUMERICAL DATA; SUPPLY AND DISTRIBUTION;

DATA MINING; DECISION SUPPORT SYSTEMS, CLINICAL; DIAGNOSIS, COMPUTER-ASSISTED; HUMANS; ILLINOIS; INCIDENTAL FINDINGS; MACHINE LEARNING; NATURAL LANGUAGE PROCESSING; PILOT PROJECTS; RADIOGRAPHY, ABDOMINAL; RADIOLOGY INFORMATION SYSTEMS; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; TERMINOLOGY AS TOPIC; VOCABULARY, CONTROLLED;

EID: 84951967014     PISSN: 09269630     EISSN: 18798365     Source Type: Book Series    
DOI: 10.3233/978-1-61499-564-7-1027     Document Type: Conference Paper

References (4)

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2. Lumbreras B, Donat L, Hernández-Aguado I. Incidental findings in imaging diagnostic tests: A systematic review. Br J Radiol. 2010: 83(988):276-289.
3. Orme NM, Fletcher JG, Siddiki HA, Harmsen WS, O'Byrne MM, Port JD, Tremaine WJ, Pitot HC, McFarland EG, Robinson ME, Koenig BA, King BF, Wolf SM. ncidental Findings in Imaging Research: Evaluating Incidence, Benefit, and Burden. Arch Intern Med 2010:170(17):1525-1532.
4. Blagev DP, Lloyd JF, Conner K, Dickerson J, Adams D, Stevens SM, Woller SC, Evans RS, Elliott CG. Follow-up of incidental pulmonary nodules and the radiology report. J Am Coll Radiol 2014:11(4):378-283.