Automatic evaluation of left ventricular systolic function in rats with myocardial infarction by myocardial contrast echocardiography based on neutrosophic similarity score algorithm / 中华超声影像学杂志

ABSTRACT

Objective To evaluate the accuracy and value of automatically assessing left ventricular systolic function in rats with myocardial infarction ( MI) by myocardial contrast echocardiography ( MCE) based on neutrosophic similarity score( NSS) algorithm. Methods According to different infarction size (IS),SD rats were divided into large MI (MI-L,IS≥15% ) and small MI (MI-S,IS＜15% ) groups. MCE was performed before MI and at 7,28 days after MI. In vitro study:the automatic segmentation of the endocardial contour based on neutrosophic similarity score algorithm was compared with the manual segmentation boundary. In vivo study:the left ventricular ejection fraction( LVEF) were calculated using the NSS system,biplane Simpson and PV-loop,respectively,and then NSS-LVEF,Simpson-LVEF and PV-LVEF were acquired,respectively. The IS was calculated by Masson and HE staining. The consistency between the two LVEFs was evaluated by Bland-Altman. The intraclass correlation coefficient ( ICC) was calculated to evaluate the reproducibility of MCE analysis system. Results ① The endocardial contour obtained by automatic segmentation had good agreement with the boundary of artificial tracing. ② There was no significant difference among the three LVEFs in same group ( F ＝0.028, P ＝ 0.973),but there was significant difference in different group ( F ＝78.61, P ＜0.01). NSS-LVEF was well consistent with both Simpson-LVEF and PV-LVEF. ③ The ICC of NSS algorithm for inter-observer and intra-observer were 0.96 and 0.98,respectively. ④Compared with before MI and at 7 days after MI,the LVEF in MI-L and MI-S groups at 28 days after MI decreased significantly ( P ＜0.05),especially in MI-L group ( P ＜0.01). There was significantly negative correlation between LVEF and IS ( r ＝ －0.917, P ＜ 0.01). Conclusions Left ventricular endocardium can be identificated automatically and LVEF can be calculated rapidly and accurately by MCE based on neutrosophic similarity score algorithm in rats with myocardial infarction.