Title :
Automatic removal of extracardiac hotspots in technetium-99m myocardial perfusion SPECT
Author :
Tan, W.H. ; Coatrieux, G. ; Besar, R. ; Solaiman, B.
Author_Institution :
Center for Multimedia Security & Signal Process., Multimedia Univ., Cyberjaya, Malaysia
Abstract :
In Technitium-99m myocardial perfusion SPECT (MPS) tomograms, there is usually a substantial radioactive tracer uptake in the abdominal organs, especially the liver, bowel and stomach. This extracardiac activity frequently emerges as areas of intense brightness or hotspots, which hamper efforts in automatic MPS quantification. Though it would be favourable to remove the hotspots, their multitudinous appearance and proximity to the heart have made them difficult to be removed. In this paper, we propose an image processing technique to automatically remove the hotspots. Our technique uses the morphological watershed segmentation to delineate the hotspots before they are iteratively removed. The proposed technique has been applied on clinical MPS tomograms in which it has completely removed the hotspots in 90% of the test data. In addition, it has also shown to increase the success rate of an automatic left ventricle detection scheme to 100%.
Keywords :
cardiology; image denoising; image segmentation; medical image processing; radioactive tracers; single photon emission computed tomography; SPECT MPS tomograms; abdominal organs; automatic MPS quantification; automatic left ventricle detection scheme; bowel; extracardiac hotspot automatic removal; hotspot delineation; image processing technique; iterative hotspot removal; liver; morphological watershed segmentation; radioactive tracer uptake; stomach; technetium-99m myocardial perfusion SPECT; Gamma ray detection; Gamma ray detectors; Heart; Image processing; Image reconstruction; Image segmentation; Liver; Myocardium; Optical imaging; Stomach; Myocardial perfusion SPECT; artifact removal; extracardiac hotspots; image processing; watershed segmentation;
Conference_Titel :
Signal and Image Processing Applications (ICSIPA), 2009 IEEE International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-5560-7
DOI :
10.1109/ICSIPA.2009.5478667