1.Analysis and comparison of artificial and artificial intelligence in diabetic fundus photography
Chinese Journal of Ocular Fundus Diseases 2021;37(1):27-31
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%.
2.The application of 18F-FDG PET/CT in thyroid tumor
Chinese Journal of Nuclear Medicine and Molecular Imaging 2016;36(2):192-195
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.
3.The echocardiographic characteristics and clinical signiifcance of prenatal diagnosis of coronary artery fistula
Jun, ZHANG ; Xuedong, DENG ; Qi, PAN ; Jianfang, MA ; Fengyu, WU
Chinese Journal of Medical Ultrasound (Electronic Edition) 2014;(1):44-47
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.
4.Evaluation of left ventricular diastolic function in patients with diabetes mellitus by speckle tracking imaging
Yuming MU ; Fengyu WU ; Ayoufu GULIGENA ; Wei HAN
Chinese Journal of Ultrasonography 2009;18(5):374-377
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.
5.Effect of sodium aescinate on oxidative stress and pulmonary function during acute exacerbation of chronic obstructive pulmonary disease
Xiujun WU ; Yanlei WANG ; Fengyu ZHANG ; Tian ZHANG ; Lianying XIAO
Clinical Medicine of China 2012;28(8):817-820
Objective To investigate the effects of sodium aescinate(SA)on oxidative stress and pulmonary function during acute exacerbation of chronic obstructive pulmonary disease(COPD).Methods One hundred and twenty patients with COPD were randomly divided into two groups:the control group(n =60) and the treatment group(n =60).All patients were treated with routine anti-infection,oxygen inhalation,relieving phlegm and anti-asthma The treatment group took SA in addition to the routine beteropathy.The changes of serum SOD,MDA,GSH-Px,T-AOC,pulmonary functions and 6 minute walk distance(6MWD) were detected before and after two-week treatment in patients of the two groups to compare with 60 healthy subjects.Results The total effective rate in the treatment group was 91.67%,while 76.67% in the control group.The difference was statistically significant(x2 =5.065,P <0.05).Serum MDA level in both groups were comparatively higher than the healthy controls(9.25±1.55) μmol/L vs.(9.74±1.50) μmol/L vs.(2.06±0.29) μmol/L,P <0.001),while the levels of SOD,GSH-Px and T-AOC were lower than the healthy controls[SOD:(91.14±9.54) kU/L vs.(90.61±8.01) kU/L vs.(116.63±6.57) kU/L; GSH-Px:(139.38±36.56) U vs.(137.57±34.19) U/L vs.(189.34±35.54) U/L; T-AOC:(6.48±1.15) kU/L vs.(6.39±1.13) kU/L vs.(13.34±1.23)kU/L;P < 0.001].After treatment,all indexes of the two groups were obviously ameliorated in comparison with before treatment(P < 0.001),but the level of MDA[(4.56±1.39) μmol/L]in the treatment group decreased more greatly than in the control groups(P < 0.001).The levels of SOD[(103.85±7.07) kU/L],GSH-Px[(169.65±34.51) U/L],T-AOC[(10.52±1.09) KU/L],forced expiratory volume in 1 second/forced vital capacity(FEV1/FVC)[(60.49±6.11)%],FEVI%[(76.62±6.35)%]and 6MWD [(394.83±10.11)m]increased considerably more than those in the control group(P < 0.001).Conclusion Oxidative stress might be involved in the course of acute exacerbation of COPD.Sodium aeseinate can improve the pulmonary functions by ameliorating the oxidative stress during acute exacerbation in patients with COPD.
6.Prenatal diagnosis of fetal double aortic arch by echocardiography
Zhong, YANG ; Xuedong, DENG ; Qi, PAN ; Linliang, YIN ; Jianfang, MA ; Fengyu, WU ; Jun, ZHANG
Chinese Journal of Medical Ultrasound (Electronic Edition) 2014;(1):48-52
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.
7.The application of prenatal ultrasound in pregnancy with several kinds of pathogen infection
Lingling, SUN ; Xuedong, DENG ; Hong, LIANG ; Chen, LING ; Fengyu, WU ; Linliang, YIN ; Qi, PAN
Chinese Journal of Medical Ultrasound (Electronic Edition) 2014;(7):571-576
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.
8.Evaluation of transesophageal echocardiography on the morphology and function of the left atrial appendage in nonvalvular atrial fibrillation
Xiaoxia WU ; Dongxing MA ; Lu ZHANG ; Fengyu ZHANG ; Yejia SHEN ; Yuezhi MENG ; Hong LI
Chinese Journal of Ultrasonography 2016;25(6):470-474
Objective To investigate the application value of the transesophageal echocardiography TEE in patients with nonvalvular atrial fibrillation about the size lobes morphology and function of left atrial appendage LAA Methods One hundred and forty-two patients underwent TEE were divided into nonvalvular atrial fibrillation group 98 cases and non atrial fibrillation group 44 cases The orifice diameter depth volume peak emptying velocity PEV of the LAA and the 1 eft atrial dimension LAD were measured The form and lobes of LAA thrombus and spontaneous echo contrast SEC in LAA were observed Results The LAA orifice diameter depth volume and LAD of patients with atrial fibrillation were significantly higher than those in the group without atrial fibrillation which showed statistical significance P < 0 05 Forty-one cases in atrial fibrillation group were found with the SEC and the number with thrombus in LAA was 22 The differences of PEV between chicken wings and non-chicken wings were statistically significant P <0 05 The SEC in LAA and the lobe number of LAA had no relevance Conclusions It was reliable to analyze the size morphologies lobes and hemodynamic parameters of LAA in patients with atrial fibrillation by TEE which provided reference for percutaneous LAA occlusion and anticoagulation therapy for the patients with atrial fibrillation.
9.Studies on HPLC Fingerprint Difference ofRadix Platycodonis from Different Origins Based on Platycodins
Jinxiang ZENG ; Xiangxiang FANG ; Jixiao ZHU ; Bo WU ; Guoyue ZHONG ; Fuqing LIU ; Hongze LI ; Fengyu HAN
World Science and Technology-Modernization of Traditional Chinese Medicine 2015;(5):1000-1006
The HPLC fingerprint differences ofRadix Platycodonis from different origins were studied to provide references for their quality control and production. The total platycodins were purified by DB101 macroporous resin. HPLC-ELSD fingerprints of the total platycodins for 39 batches ofRadix Platycodonis samples from 9 provinces were performed on an Agilent HC-C8 column (4.6 mm x 250 mm, 5μm) with gradient elution. The mobile phase was acetonitrile-0.5% acetic acid. The injection volume was 6μL. The flow rate was 0.5 mL·min-1. The temperature of drift tube was set at 90℃. And the gas flow (N2) was set at 1.2 mL·min-1. The results showed that there were large differences in the quality ofRadix Platycodonis from different origins with the common fingerprints of 6 batches of samples fromChifeng in Inner Mongolia as references. The quality ofRadix Platycodonis was closely related to the seeds, the ecological environment, the way of drying and storing and so on. It was concluded that it was important to strengthen the provenance base construction, standardization of the seeds, reasonable formulation of the regionalization, and standardization of the production processing for the cultivation and production ofRadix Platycodonis.
10.Differential diagnosis of rat C6 glioma and inflammation with 18F-FDG, 11C-MET and 11C-CHO PET/CT imaging and their correlations with HIF-1α and VEGF
Zhenguang WANG ; Nan CHENG ; Dacheng LI ; Fengyu WU ; Bin SHI ; Chengcheng CHEN ; Wei XUE
Chinese Journal of Nuclear Medicine and Molecular Imaging 2015;35(5):340-345
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.