Application of AI diagnostic system in the evaluation of CHD patients in high-altitude areas / 重庆医学

Objective To explore the application of diagnostic system with artificial intelligence(AI)in the evaluation of patients with coronary heart disease(CHD)at high altitude.Methods A total of 318 pa-tients underwent coronary CT angiography(CTA)at the hospital from January to December 2022 were pro-spectively collected.According to the altitude gradient,the patients were divided into the 2 000-3 000 m group and>3 000 m group.Coronary angiography(CAG)was used as the gold standard to verify the diag-nostic performance of AI diagnostic system.Coronary artery diagnosis system with AI technology and CT de-rived fractional flow reserve(CT-FFR)measurement system were used to evaluate the plaque structure char-acteristics and hemodynamic changes in the two groups of patients.Results Calcified plaques and vulnerable plaques in the>3 000 m group were more than those in the 2 000-3 000 m group(χ2=3.976,6.482,P= 0.046,0.011).The incidence of multi-vessel coronary artery disease,moderate stenosis,severe stenosis and complete occlusion in the>3 000 m group was higher than that in the 2 000-3 000 m group,and the inci-dence of single-vessel coronary artery disease and mild stenosis in the 2 000-3 000 m group was higher than that in the>3 000 m group(P<0.05).The incidence of CT-FFR≤0.80 and<0.70 in the>3 000 m group was higher than that in the 2 000-3 000 m group(χ2=4.782,28.118,P=0.029,<0.001).The comparison with the gold standard showed that this method has high sensitivity,specificity,and diagnostic consistency(P<0.001).Conclusion The coronary diagnosis system with AI technology has certain value in the system-atic evaluation of coronary artery characteristics and hemodynamic changes in CHD patients at high altitude.

Evaluation of early efficacy of neoadjuvant chemotherapy in patient with breast cancer based on dynamic contrast-enhanced MRI via comparing with 18F-FDG PET/CT / 实用放射学杂志

Objective To investigate the predictive value of early efficacy of neoadjuvant chemotherapy(NAC)in patient with breast cancer via full quantitative parameters of dynamic contrast-enhanced magnetic resonance imaging(DCE-MRI).Methods Forty patients with breast cancer were selected.The 18 fluorodeoxyglucose positron emission tomography/computed tomography(18F-FDG PET/CT)and DCE-MRI were performed before and after two cycles of NAC.According to the decrease rate of maximum standardized uptake value(ΔSUVmax)of PET/CT before and after two cycles of NAC,all patients were divided into two groups,including good response group(24 cases)(ΔSUVmax>40%)and general response group(16 cases)(ΔSUVmax≤40%).The changes of full quantitative parameters of DCE-MRI between the two groups were observed and analyzed.Results There were statistically significant differences in changes of Ktrans and Kep between the two groups(P<0.05),however,there was no significant difference in the change of Ve between the two groups(P>0.05).There was a significant positive correlation between ΔKtrans and ΔSUVmax(r=0.850,P<0.001).There was a high positive correlation between ΔKtrans and ΔKep(r=0.727,P<0.001).Conclusion The full quantitative parameters of DCE-MRI are helpful to evaluate the early efficacy of NAC in breast cancer,which can reflect the changes of microcirculation in the lesion,further reflect the therapeutic effect of NAC,guide the clinical optimization of treatment plan in time,and achieve accurate evaluation and individualized treatment.