Artificial intelligence software for assessing brain ischemic penumbra/core infarction on computed tomography perfusion:A real-world accuracy study

BACKGROUND With the increasingly extensive application of artificial intelligence(AI)in medical systems,the accuracy of AI in medical diagnosis in the real world deserves attention and objective evaluation.AIM To investigate the accuracy of AI diagnostic software(Shukun)in assessing ischemic penumbra/core infarction in acute ischemic stroke patients due to large vessel occlusion.METHODS From November 2021 to March 2022,consecutive acute stroke patients with large vessel occlusion who underwent mechanical thrombectomy(MT)post-Shukun AI penumbra assessment were included.Computed tomography angiography(CTA)and perfusion exams were analyzed by AI,reviewed by senior neurointerventional experts.In the case of divergences among the three experts,discussions were held to reach a final conclusion.When the results of AI were inconsistent with the neurointerventional experts’diagnosis,the diagnosis by AI was considered inaccurate.RESULTS A total of 22 patients were included in the study.The vascular recanalization rate was 90.9%,and 63.6%of patients had modified Rankin scale scores of 0-2 at the 3-month follow-up.The computed tomography(CT)perfusion diagnosis by Shukun(AI)was confirmed to be invalid in 3 patients(inaccuracy rate:13.6%).CONCLUSION AI(Shukun)has limits in assessing ischemic penumbra.Integrating clinical and imaging data(CT,CTA,and even magnetic resonance imaging)is crucial for MT decision-making.

Effect of spironolactone on cardiac remodeling after acute myocardial infarction

BACKGROUND:Few studies have reported the effect of aldosterone receptor antagonist(ARA) on myocardial remodeling after acute myocardial infarction(AMI).This study was undertaken to investigate the preventive effect of ARA on myocardial remodeling after AMI.METHODS:A total of 616 patients who had been admitted into the CCU of the First Affiliated Hospital of Harbin Medical University from January 2008 to January 2010 were studied prospectively.Only 528 patients were observed completely,including 266 of the control group and 262 of the treatment group.There was no statistical difference in age,gender,medical history,admission situation,and treatment between the two groups(P>0.05).The preventive effects of spironolactone on cardiac remodeling,left ventricular function,renal function and blood levels of potassium were evaluated by echocardiography,serum potassium and serum creatinine at one-month and one-year follow-up.RESULTS:The echocardiography indicators such as LVESD,LVEDD,LVEF,LAD-ML and LADSI were significantly improved in the treatment group compared with the control group at one year(P<0.05).In the treatment group,LVESD,LVEDD,LVPWT,LVEF,LAD-ML and LAD-SI were more significantly improved at one year than one month(P<0.05,P=0.007 to LVEF),and in the control group LVEF was more significantly improved at one year than one month(P=0.0277).There were no significant differences in serum potassium and serum creatinine levels between the two groups.CONCLUSION:On the basis of conventional treatment,the early combination of low-dose spironolactone(20 mg/d) could inhibit cardiac remodeling at late stage and prevent heart fadure.