@article {Cachin1625, author = {Florent Cachin and Janusz Lipiecki and Dani{\`e}le Mestas and Aim{\'e} Amonchot and Benjamin Geissler and Cyril Thouly and Jean Ponsonnaille and Jean Maublant}, title = {Preliminary Evaluation of a Fuzzy Logic-Based Automatic Quantitative Analysis in Myocardial SPECT}, volume = {44}, number = {10}, pages = {1625--1632}, year = {2003}, publisher = {Society of Nuclear Medicine}, abstract = {This study validates a new quantitative myocardial perfusion SPECT software. Methods: The processing starts with the extraction of the morphologic skeleton of the left ventricular myocardium from reconstructed transverse sections. Fuzzy logic is used to decide whether a pixel belongs to the myocardium and any perfusion defect is filled according to a truncated bullet model. The resulting image is partitioned in 18 isovolumetric sectors. Sex-matched normal limits, criteria of abnormality for rest 201Tl and 99mTc-labeled perfusion tracers, reproducibility studies, and detection of coronary artery disease were developed and validated in an overall population of 343 patients. The sex- and tracer-matched means and SDs of a normal response were calculated in 93 male and 93 female patients with a \<5\% likelihood of coronary artery disease. Reproducibility measurements and assignment of different sectors of the myocardium to a specific coronary were performed from data collected in 49 and 60 patients, respectively. The accuracy of the detection of a coronary artery occlusion was assessed in 48 patients who also underwent coronary angiography. Results: The intra- and interoperator reproducibility of the sectorial activity was high with a linear regression coefficient of 0.97 and a SD of the difference measurement at 4.4\% and 3.8\%, respectively. Overall sensitivity and specificity for the detection of occluded coronary artery were 90\% and 80\%, respectively. For the detection of left anterior descending, left circumflex, and right artery coronary occlusion, sensitivity was 92\%, 75\%, and 92.5\%, respectively, and specificity was 75\%, 78\%, and 90\%, respectively. Conclusion: The new quantitative myocardial perfusion SPECT software appears to be a very helpful program for the objective analysis of perfusion tracer distribution in myocardial SPECT and a very accurate tool in the detection and localization of coronary artery occlusion.}, issn = {0161-5505}, URL = {https://jnm.snmjournals.org/content/44/10/1625}, eprint = {https://jnm.snmjournals.org/content/44/10/1625.full.pdf}, journal = {Journal of Nuclear Medicine} }