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
         
        
        
        
        
        
            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;
         
        
        
        
            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
         
        
        
            DOI : 
10.1109/MMBIA.1996.534073