Objective:To explore the application value of non-invasive myocardial work imaging in evaluating the cardiac function of ST-segment elevation myocardial infarction (STEMI) patients with left ventricular remodeling (LVR) after percutaneous coronary intervention (PCI).Methods:One hundred and twenty-six patients with STEMI undergoing PCI in General Hospital of Ningxia Medical University from December 2021 to September 2022 were prospectively collected and divided into left ventricular remodeling group (LVR group, 34 cases) and non left ventricular remodeling group (NLVR group, 92 cases) according to whether there was left ventricular remodeling 3 months after surgery. General data were collected. Routine echocardiography and noninvasive myocardial work imaging were performed before, 1 week, 1 month, and 3 months after surgery, the differences in the above parameters between the two groups were compared. Pearson correlation analysis was used to analyze the correlation between the indicators.Logistic regression analysis was used to determine the independent risk factors of left ventricular remodeling after STEMI, and a predictive model was obtained. The diagnostic value of the model was judged by ROC curve.Results:①General information comparison: There were statistically significant differences between the two groups in BMI, systolic blood pressure, diastolic blood pressure, average number of stents implanted, and history of hyperlipidemia (all P<0.05), but there was no significant difference in other data (all P>0.05). There was no statistically significant difference in two-dimensional transthoracic echocardiography (2D-TTE) parameters and non-invasive myocardial work (MW) parameters between the two groups before and 1 week after operation (both P>0.05). ②2D-TTE parameter comparison: LVESV and LVEDV at 3 months after PCI in the LVR group were significantly higher than those in the NLVR group, and LVEF and E/A were significantly lower than those in the NLVR group (all P<0.05); There were no significant differences in other indexes between the two groups by conventional echocardiography at 3 months after PCI(all P>0.05). ③Comparisons of noninvasive myocardial work parameters: GLS, GWE, GWI, GCW at 1 month and 3 months after PCI in the LVR group were significantly lower than those in the NLVR group, and GWW were significantly higher than those in the NLVR group ( P<0.001). ④Correlation analysis: GLS, GWE, GCW, GWI and LVEDV were negatively correlated at 1 month after operation ( r=-0.42, -0.38, -0.50, -0.53, all P<0.001), GWW was positively correlated with LVEDV ( r=0.45, P<0.001). ⑤Logistic regression analysis: GLS<17%, GCW<1 900 mmHg%, GWW>105 mmHg%, and GWE<90 mmHg% at 1 month after PCI were independent predictors for LVR in STEMI patients after PCI (all P<0.05). The predictive model was Logit (P)=0.692GLS+ 0.804GCW+ 0.972GWW+ 0.880GWE. The AUC of this model was 0.886, 95% CI=0.845-0.926, which was significantly higher than single index, the sensitivity was 0.86, and the specificity was 0.79. Conclusions:GLS, GWE, GWI, GCW are positively correlated with LVR, while GWW is negatively correlated with left ventricular remodeling. Noninvasive myocardial work parameters are independent risk factors for left ventricular remodeling in patients with STEMI after PCI surgery. This technique can be used to evaluate LVR and has great clinical application value.