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Objective:To compare the consistency of artificial analysis and artificial intelligence analysis in the identification of fundus lesions in diabetic patients.Methods:A retrospective study. From May 2018 to May 2019, 1 053 consecutive diabetic patients (2 106 eyes) of the endocrinology department of the First Affiliated Hospital of Zhengzhou University were included in the study. Among them, 888 patients were males and 165 were females. They were 20-70 years old, with an average age of 53 years old. All patients were performed fundus imaging on diabetic Inspection by useing Japanese Kowa non-mydriatic fundus cameras. The artificial intelligence analysis of Shanggong's ophthalmology cloud network screening platform automatically detected diabetic retinopathy (DR) such as exudation, bleeding, and microaneurysms, and automatically classifies the image detection results according to the DR international staging standard. Manual analysis was performed by two attending physicians and reviewed by the chief physician to ensure the accuracy of manual analysis. When differences appeared between the analysis results of the two analysis methods, the manual analysis results shall be used as the standard. Consistency rate were calculated and compared. Consistency rate = (number of eyes with the same diagnosis result/total number of effective eyes collected) × 100%. Kappa consistency test was performed on the results of manual analysis and artificial intelligence analysis, 0.0≤ κ<0.2 was a very poor degree of consistency, 0.2≤ κ<0.4 meant poor consistency, 0.4≤ κ<0.6 meant medium consistency, and 0.6≤ κ<1.0 meant good consistency. Results:Among the 2 106 eyes, 64 eyes were excluded that cannot be identified by artificial intelligence due to serious illness, 2042 eyes were finally included in the analysis. The results of artificial analysis and artificial intelligence analysis were completely consistent with 1835 eyes, accounting for 89.86%. There were differences in analysis of 207 eyes, accounting for 10.14%. The main differences between the two are as follows: (1) Artificial intelligence analysis points Bleeding, oozing, and manual analysis of 96 eyes (96/2042, 4.70%); (2) Artificial intelligence analysis of drusen, and manual analysis of 71 eyes (71/2042, 3.48%); (3) Artificial intelligence analyzes normal or vitreous degeneration, while manual analysis of punctate exudation or hemorrhage or microaneurysms in 40 eyes (40/2042, 1.95%). The diagnostic rates for non-DR were 23.2% and 20.2%, respectively. The diagnostic rates for non-DR were 76.8% and 79.8%, respectively. The accuracy of artificial intelligence interpretation is 87.8%. The results of the Kappa consistency test showed that the diagnostic results of manual analysis and artificial intelligence analysis were moderately consistent ( κ=0.576, P<0.01). Conclusions:Manual analysis and artificial intelligence analysis showed moderate consistency in the diagnosis of fundus lesions in diabetic patients. The accuracy of artificial intelligence interpretation is 87.8%.
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Objective:To investigate the preoperative diagnostic value of 99Tc m-methoxyisobutylisonitrile (MIBI) planar imaging and SPECT/CT imaging for primary hyperparathyroidism (PHPT), and analyze the relevant factors affecting the imaging results. Methods:From June 2016 to September 2019, a total of 62 patients (15 males, 47 females, age range: 27-80 years) confirmed as PHPT by postsurgical pathology in Affiliated Hospital of Qingdao University were retrospectively enrolled. The diagnostic efficacies of 99Tc m-MIBI planar imaging and SPECT/CT imaging were compared using χ2 test. The differences of preoperative serum parathyroid hormone (PTH), Ca and the maximum diameter of lesion between the positive and negative groups of planar imaging were analyzed using independent-sample t test and Mann-Whitney U test. The region of interest (ROI) method was applied to calculate the uptake ratio of lesions to normal tissues at the early phase (T/Ne) and delayed phase (T/Nd) in positive cases of planar imaging. Pearson or Spearman correlation analysis was used to evaluate the correlation of T/Ne, T/Nd with preoperative serum PTH, Ca and the maximum diameter of lesion. The receiver operating characteristic (ROC) curves of preoperative serum PTH, Ca and positive planar imaging were drawn and the cut-off values were obtained. Results:The sensitivity of planar imaging and SPECT/CT imaging was 69.35%(43/62) and 87.10%(54/62) respectively ( χ2=5.729, P=0.017). The preoperative serum PTH, Ca levels and the maximum diameter of lesion in patients with positive planar imaging (253.32(107.00, 331.70) ng/L, 2.78(2.51, 2.87) mmol/L, (2.01±0.88) mm) were higher than those with negative planar imaging ((111.86±44.29) ng/L, (2.59±0.21) mmol/L, (1.42±0.55) mm; z values: -2.802, -1.978, t=3.300, all P<0.05). T/Ne was positively correlated with preoperative serum PTH ( rs=0.511, P<0.001) and the maximum diameter of lesion ( r=0.381, P=0.012), and T/Nd was positively correlated with preoperative serum PTH ( rs=0.538, P<0.001), Ca ( rs=0.348, P=0.022) and the maximum diameter of lesion ( r=0.463, P=0.002). The area under the ROC curve between preoperative serum PTH, Ca and planar imaging was 0.725 and 0.646, respectively. Preoperative serum PTH had a better predictive value with the optimal cut-off value of 150.4 ng/L. Conclusions:Preoperative serum PTH, Ca and the maximum diameter of lesion are positively correlated with 99Tc m-MIBI uptake in PHPT patients with positive planar imaging results. When preoperative serum PTH is lower than 150.4 ng/L, planar imaging is prone to false negative. SPECT/CT imaging has a significant value in preoperative diagnosis and the combination of PTH and CT can improve the positive rate.
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Objective To develop a model of malignant risk prediction of solitary pulmonary nodules(SPN) with the metabolic characteristics of the lesion.Methods A total of 362 patients (291 malignant cases and 71 benign cases;194 males,168 females;median age:61 years) who underwent PET/CT imaging from January 2013 to July 2017 were analyzed.The diagnosis of malignant SPN was based on pathological results,and that of benign SPN was based on pathological or follow-up results.Differences of clinical/imaging characteristics in patients with benign and those with malignant SPN were analyzed.Risk factors were screened by multivariate non-conditional logistic regression analysis.The self-verification of the model was done by the receiver operating characteristic (ROC) curve analysis,out-of-group verification was performed by k-fold cross-validation.Results There were statistically significant differences in age,maximum standardized uptake value (SUVmax),size,lobulation,spiculation,pleural traction,vessel connection,calcification,vacuole,and emphysema between patients with benign and malignant nodules (all P＜0.05).The risk factors for malignant nodules included age,SUVmax,size,lobulation,calcification and vacuole.The odds ratio (OR) values (95％ CI) were 1.040(1.007-1.075),1.612(1.287-2.017),1.149(1.074-1.230),4.650(2.138-10.115),0.216(0.085-0.548),and 3.043(1.302-7.111),respectively.The logistic regression model was as follows:P=1/(1+e-x),x=-5.583+0.039×age+0.477×SUVmaxx+0.139×size+1.537×lobulation-1.532×calcification+ 1.1 13×vacuole.The estimated area under the curve (AUC) for the model was 0.915(95％ CI:0.883-0.947),sensitivity was 89.7％,specificity was 78.9％.K-fold cross-validation showed that the training accuracy was 0.899±0.011,the predictive accuracy was 0.873±0.053.Conclusions The risk factors for malignant nodules included age,SUVmax,size,lobulation,calcification and vacuole.After verification,the model has a satisfactory accuracy.It may help clinics make accurate decisions.
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Objective To evaluate the safety and perinatal outcomes of thoracoamniotic shunting in the treatment of fetuses with severe primary hydrothorax. Methods 22 cases of suspected severe primary fetal hydrothorax which underwent thoraco-amniotic shunting in Shanghai First Maternity and Infant Hospital,Fetal Medicine Unit and Prenatal Diagnosis Center from January 2012 to December 2017 were analyzed retrospectively. Hydrothorax associated with structural or chromosomal abnormalities, infections and immune fetal hydrops were excluded. Results Totally ,28 shunts were placed in 22 fetuses. The median gestational age at TAS was 31.3 weeks. Preterm membrane rupture within 7 days after the procedure occurred in 9.1％(2/22) cases. Catheter displacement occurred in 18％(4/22) cases. The interval from shunting to delivery was 26.0 days. One fetus ended in induced abortion; 21(95％,21/22) babies were born alive, and their median gestational age at delivery was 34.4 weeks. 62％(13/21)newborns required ventilator supports; 4 neonatal deaths were attributed to pulmonary hypoplasia. The overall perinatal survival rate was 81％(17/21). The perinatal survival rate with hydrops and without hydrops were 10/13 and 7/8 respectively. Conclusion Thoraco-amniotic shunting is a safe procedure for intrauterine therapy and could improve the perinatal outcomes of severe primary fetal hydrothorax.
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The clinical application of 18F-FDG PET/CT in thyroid tumor is primarily for restaging of patients with DTC but having a negative 131i whole-body scan in the presence of elevated serum Tg and TgAb levels.In parallel with the accumulation of clinical experience and increasing clinical utilization of 18F-FDG PET/CT,the application of 18F-FDG PET/CT in thyroid tumors is also broadened.This review aims at updating the application of 18F-FDG PET/CT in different types of thyroid tumors.
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Objective To compare 18F-FDG、11C-MET and 11C-CHO PET/CT in rat C6 glioma and inflammation models and observe their correlations with HIF-1α and VEGF expressions.Methods Thirtytwo male Wistar rats were included to bear both C6 glioma and turpentine oil-induced acute inflammation (AI).18F-FDG,11C-MET and 11C-CHO PET/CT were performed on rats.The SUVmax ratios of tumor-tomuscle (T/M),AI-to-muscle (AI/M) and tumor selectivity index (SI) were calculated.One-way analysis of variance and two-sample t test were used for statistical analyses.HIF-1α and VEGF expression was detected by immunohistochemical staining.Spearman correlation analysis was performed to evaluate the relationship between T/M ratios and the expressions of HIF-1α or VEGF.Results T/M ratios of 18F-FDG,11 C-MET and 11C-CHO in C6 glioma were 6.89±2.53,2.75±0.87,2.73±1.01,and the AI/M were 4.77±2.21,1.75±0.66,2.23±0.90 respectively.The 18F-FDG and 11C-MET uptake between C6 glioma and AI were significantly different(tFDG =2.133,tMET =3.267,both P＜0.05).The SIMET was significantly higher than SIFDG(t =2.600,P＜0.05).The 11C-CHO uptake between tumor and inflammation showed no significant difference(t=1.537,P＞0.05).T/M ratios of 18F-FDG and 11C-MET were positively related to HIF-1α and VEGF expressions(rs =0.725,0.637,0.621,0.764,all P＜0.05).The T/M ratio of 11C-CHO related only to VEGF (rs =0.682,P＜0.05).Conclusions 18F-FDG and 11 C-MET PET/CT may differentiate C6 glioma from AI,and 11 C-MET PET/CT seems more tumor-selective.11C-CHO PET is less valuable for the differential diagnosis.The 18F-FDG and 11 C-MET uptake of C6 glioma may be related to tumor hypoxia.All the three tracers could reflect tumor angiogenesis,but with different sensitiveness.
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Objective To investigate the fetal ultrasonographic features in pregnancies with Toxoplasma (TOX), rubella virus (RV), cytomegalovirus (CMV) and herpes simplex virus (HSV) infection. Methods From January 2011 to March 2013, prenatal ultrasound examination was performed in 545 fetuses with mothers of speciifc positive IgM of TOX, RV, CMV and HSV, detected by enzyme-linked immune sorbent assay (ELISA) in Nanjing Medical University Affiliated Suzhou Hospital. Ultrasonographic features were summarized and pregnancy outcome was followed up in fetuses with abnormal ifndings. Results Among the 545 fetuses, 56 cases with abnormal sonographic ifndings:6 cases with central nervous systerm abnormalities (2 intracranial calcifications, 4 hydrocephaly);9 cases with digestive system abnormalities (1 intrahepatic calcifications, 8 echogenic bowel);2 cases with heart abnormalities (1 interventricular septal defect, 1 right heart enlargement);17 cases with abnormal amniotic fluid volume (16 polyhydramnios, 1 oligohydramnios);3 cases with placental abnormality (1 thick placenta, 2 placenta abnormal calciifcation);13 cases with urinary systerm abmormality appearing as renal sinus separation;and 6 cases with other systerm abnormalities (1 neck lymphatic hygroma, 1 single umbilical artery, 1 sacrococygeal teratoma and 3 intrauterine growth restriction);2 cases of complicated abnormalities. Conclusions Prenatal ultrasonography is signiifcant in detecting serious fetal malformations, such as hydrocephaly, heart abnormalities and characteristic ultrasound features such as intracranial calciifcations, echogenic bowel, placenta abnormal calciifcation complicated with TOX, RV, CMV and HSV infection, providing valuable information for further clinical treatment, such as induced labour.
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Objective To summarize the echocardiographic characteristics and clinical signiifcance of prenatal diagnosis of coronary artery ifstula (CAF). Methods Images and follow-up results of ifve fetuses with CAF diagnosed by fetal echocardiography between January, 2011 and December, 2012 in our department were reviewed. Results Echocardiographic characteristics of CAF were a dilated coronary artery in the four chamber view and the left ventricular outlfow tract view. Track the course of the dilated coronary artery can conifrm the oriifce of the ifstula. Among the ifve cases, the oriifce of the ifstula included the aortic root of left ventricular outlfow tract, right atrium side of interatrial septum, the entrance of superior vena cava to right atrium, right ventricular apex and right ventricle cone. The colour Doppler lfow imaging showed turbulence in the dilated coronary artery. The spectral Doppler with the sampling gate in coronary artery showed the characteristic bidirectional lfow pattern. One case was associated with other complex intracardiac abnormalities and one case with persistent left superior vena cava. Among the ifve cases of CAF diagnosed by fetal echocardiography, one case was missed and four cases were conifrmed by postnatal echocardiography. Conclusion Coronary artery ifstula has special fetal echocardiographic characteristics. The fetal echocardiography plays an important role in early detection, diagnosis and treatment of CAF.
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Objective To investigate the echocardiographic features and clinical significance of prenatal diagnosis of fetal double aortic arch (DAA). Methods Totally 21 596 fetuses underwent fetal echocardiography in Nanjing Medical University Afifliated Suzhou Hospital and ifve cases were diagnosed as DAA by echocardiography. Echocardiographic characteristics, types and outcomes of these ifve cases were summarized retrospectively. Results Five fetal cases were diagnosed as DAA by fetal echocardiography. 1. Prenatal echocardiographic features:In three-vessel and trachea view, the normal“V”-shaped conlfuence formed by the aortic arch and ductal arch was absent. However, the ascending aorta bifurcated into the left and right aortic arch and these two arches encircled the trachea. Annular lfow signal around trachea was seen on color Doppler imaging. 2. Types:Among these ifve fetuses, three cases were called right arch predominant type, whose diameters of right arches were larger than those of left arches. The other two were balanced type, whose diameters of right arches were almost equal to those of left arches. 3. Accompanied malformations:Case 2 was accompanied with membranous ventricular septal defect and permanent left superior vena cava. Case 4 was associated by hemivertebrae. The other three cases had no other abnormalities. 4. Follow-up:These five cases were all arranged for MRI subsequently and all were confirmed by follow-up till to the induction of labor or three months after birth. Conclusions Double aortic arch is a kind of severe congenital heart disease. Echocardiography is the ifrst choice to diagnose DAA prenatally and three-vessel and trachea view are the effective cross sections in the diagnosis of double aortic arch.
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Objective To evaluate the early changes of left ventricular (LV) diastolic function in patients with diabetes mellitus (DM) by two-dimensional speckle tracking echocardiography. Methods Thirty-six patients with DM and forty-five normal subjects (NOR) were studied. The peak early (E') diastole,peak late (A') diastole of longitudinal strain rate(SrL) in 18 myocardial segments and the average peak E' and A' of SrL on base segments, mid segments, apical segments were measured on apical long-axis views respectively. The global peak E'and A' of circumferential strain rate (SrC), radial strain rate (SrR) and rotation rate (RotR) at three levers were measured on short-axis views respectively. The ratio of E' and A', untwisting rate and untwisting half-time were calculated. At the same time, LV conventional ultrasound parameters were measured. Results Compared with NOR group in SrL,E' of 15/18 segments and E'/A' of 16/18 segments were decreased in DM group,A' of 14/18 segments were increased. The E' of global SrL and SrC, E'/A' of global SrL, SrC and SrR were decreased in DM group. The A' of global SrL, SrC and SrR, E' and E'/A' of global RotR were increased. There was no significant difference in LV conventional ultrasound parameters, untwisting rate and untwisting half-time between DM and NOR groups. Conclusions The decrease of SrL and SrC, increase of RotR and disappearance of myocardial regular movement in SrL and SrR are the early changes of diastolic dysfunction in patients with DM.