DocumentCode :
2500500
Title :
Automatic registration and alignment on a template of cardiac stress and rest SPECT images
Author :
Declerck, Jérôme ; Feldmar, Jacques ; Betting, Fabienne ; Goris, Michael L.
Author_Institution :
Inst. Nat. de Recherche en Inf. et Autom., Sophia-Antipolis, France
fYear :
1996
fDate :
21-22 Jun 1996
Firstpage :
212
Lastpage :
221
Abstract :
Single photon emission computed tomography (SPECT) imaging is used to assess the location or the extent of myocardial infarction or ischemia. A method is proposed to decrease the effect of operator variability and morphologically blind sampling in the quantification of scintigraphic myocardial perfusion studies. To effect this, the patient´s myocardial images (target cases) are registered automatically over a template image, utilizing non-rigid transformations. The registration method is an adaptation of the Iterative Closest Point algorithm. Experiments have been conducted on a database including 40 pairs of images selected to obtain a group of image abnormalities and variability. Upon the successful clinical validation of this work, a reliable, operator independent method for the analysis and interpretation of myocardial perfusion scintigraphies will be available
Keywords :
cardiology; edge detection; feature extraction; image matching; image registration; image sampling; iterative methods; mathematical morphology; medical image processing; single photon emission computed tomography; Iterative Closest Point algorithm; SPECT imaging; alignment; automatic registration; cardiac stress SPECT images; database; image abnormalities; image variability; ischemia; morphologically blind sampling; myocardial images; myocardial infarction; myocardial perfusion scintigraphies; nonrigid transformations; operator variability; quantification; rest SPECT images; scintigraphic myocardial perfusion studies; single photon emission computed tomography; target cases; template; Arteries; Blood; Coronary arteriosclerosis; Diseases; Heart; Ischemic pain; Myocardium; Nuclear medicine; Single photon emission computed tomography; Stress;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mathematical Methods in Biomedical Image Analysis, 1996., Proceedings of the Workshop on
Conference_Location :
San Francisco, CA
Print_ISBN :
0-8186-7368-0
Type :
conf
DOI :
10.1109/MMBIA.1996.534073
Filename :
534073
Link To Document :
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