Image classification of bowel abnormalities and ischemia
2014 (English)Conference paper (Refereed)Text
Intestinal abnormalities and ischemia are medical conditions in which inflammation and injury of the intestine are caused by inadequate blood supply. Developments of computerized systems for the automated identification of these types of complex gastrointestinal disorders are rarely reported. In this paper, we introduce a mapping model of spatial uncertainty in computed tomography images for feature extraction, which can be effectively applied for diagnostic detection. Experimental results obtained from the analysis of clinical data suggest the usefulness of the proposed uncertainty mapping model.
Place, publisher, year, edition, pages
2014. 2764-2768 p.
Intestinal abnormalities, Computed tomography, Indicator kriging, Pattern classification
Computer Vision and Robotics (Autonomous Systems)
IdentifiersURN: urn:nbn:se:liu:diva-128582DOI: 10.1109/ICIP.2014.7025559OAI: oai:DiVA.org:liu-128582DiVA: diva2:935125
2014 IEEE International Conference on Image Processing (ICIP). 27-30 Oct. 2014, Paris