Linking DICOM pixel data with radiology reports using automatic semantic annotation

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 8425, Issue , 2012, Pages

  Pathak, Sayan D ^a   Kim, Woojin ^b   Munasinghe, Indeera ^c   Criminisi, Antonio ^c   White, Steve ^a   Siddiqui, Khan ^a  

^a MICROSOFT   (United States)

^b HOSPITAL OF THE UNIVERSITY OF PENNSYLVANIA   (United States)

^c MICROSOFT RESEARCH   (United States)

Author keywords

Classification; DICOM; Machine learning; Natural language processing; Regression; Semantic association

Indexed keywords

CLINICAL STUDY; COMPUTED TOMOGRAPHY; DICOM; HYPERLINKED TEXTS; IMAGE DATA; IMAGE INTERPRETATION; IMAGE SHARING; IMAGING DATA; NATURAL LANGUAGE PROCESSING; ORAL COMMUNICATION; RADIOLOGY REPORTS; REGRESSION; SEARCH APPLICATION; SEMANTIC ANNOTATIONS; SEMANTIC ASSOCIATIONS; TEXTUAL DESCRIPTION; WINDOW LEVEL;

CLASSIFICATION (OF INFORMATION); COMMUNICATION; COMPUTATIONAL LINGUISTICS; COMPUTERIZED TOMOGRAPHY; LEARNING ALGORITHMS; LEARNING SYSTEMS; MEDICAL APPLICATIONS; MEDICAL IMAGING; NATURAL LANGUAGE PROCESSING SYSTEMS; PHOTONIC CRYSTALS; RADIATION; RADIOLOGY; SEMANTICS;

COMPUTER AIDED DIAGNOSIS;

EID: 84861879075     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.912391     Document Type: Conference Paper

References (5)

1. Criminisi, A, Shotton, J., Robertson, D., and Konukoglu, E., "Recognition Techniques and Applications in Medical Imaging, " (MICCAI-MCV), Medical Computer Vision 2010: Springer Verlag, September (2010).
2. http://montagehealthcare.com/.
3. Criminisi, A., Shotton, J., and Bucciarelli, S., "Probabilistic Models for Medical Image Analysis, " MICCAIworkshop on PMMIA, (2009).
4. http://code.google.com/p/negex/wiki/NegExAlgorithmDescription.
5. Pathak, SD, Criminisi, A., Shotton, J., White, S., Munasinghe, I., Sparks, B., Robertson, D., and Siddiqui, KM, "Automatic semantic annotation and validation of anatomy in DICOM CT images, ", SPIE Medical Imaging, (2011).