Purpose/Significance To explore the application and predictive accuracy of various models in predicting the risk of ather-osclerosis in diabetic patients.Method/Process Based on the biochemical data table from the"Diabetes Complications Warning Dataset"provided by the National Population Health Science Data Center,MATLAB software is used to construct risk prediction models for diabe-tes-induced atherosclerosis.The models are built by using k-nearest neighbors(KNN),decision trees,backpropagation(BP)neural networks,and Naive Bayes algorithms,and which are subjected to comparative analysis.Result/Conclusion In terms of effectiveness,the predictive accuracy of Naive Bayes algorithm is the highest(61.6％),followed by the decision tree model(58.2％),the KNN mod-el(57.7％),and the BP neural network model(55.9％).The results of the confusion matrix and the receiver operating characteristic(ROC)curve indicate that the Naive Bayes model performs best.When comparing the models in terms of effectiveness,performance and stability,the Naive Bayes model is superior.

Objective To analyze the risk factors influencing the occurrence of atherosclerosis in patients with type 2 diabetes, and to construct and evaluate a nomogram prediction model. Methods Multivariate logistic regression was used to analyze the risk factors of atherosclerosis in type 2 diabetes mellitus, and R software was used to build a nomogram prediction model. The accuracy and clinical validity of the model were verified by using H-L fit curve, area under ROC curve and calibration curve. Results The prevalence rate of atherosclerosis was 56.37%. Independent risk factors for atherosclerosis in type 2 diabetes mellitus (P<0.05) were body weight (OR=1.42，P<0.05), glycated serum protein (OR=1.35, P<0.05), lactate dehydrogenase (OR=1.17, P<0.05), alkaline phosphatase (OR=0.79, P<0.05), hyperlipidemia (OR=2.30, P<0.05), stroke (OR=4.20, P<0.05), coronary heart disease (OR=64.54, P<0.05), lower extremity artery disease (OR=24.52, P<0.05), and other endocrine diseases (OR=1.65 , P<0.05). The area under ROC curve was 0.91, the slope of the calibration curve was close to 1, and the H-L fit curve χ²=3.11. The internal verification result of the constructed nomogram prediction model was P=0.93. External verification of patients in the test set showed that the area under ROC curve was 0.91, indicating good differentiation and accuracy of the model. Conclusion The prediction model established by using the risk factors screened in this study has a high accuracy and differentiation, and medical staff can take effective prevention measures according to the individual factors of patients.

Objective:Based on an exploratory case study of the National Major Science and Technology Infrastructure for Translational Medicine (Shanghai), this study aims to investigate the current development status of the construction and governance of the achievement transformation system in China′s new research and development institutions, explore the tools and means to improve the efficiency of scientific and technological achievement transformation in the biopharmaceutical field, and explore effective ways for medical institutions to promote scientific and technological achievement transformation in the biopharmaceutical achievement transformation chain.Methods:By reviewing the policies and regulations issued by national and local departments in recent years, and reviewing literature and real cases related to the transformation of scientific and technological achievements in medical institutions in the past five years, an analysis was conducted.Results:Based on an exploratory case study of the National Major Science and Technology Infrastructure for Translational Medicine (Shanghai), strategies and suggestions were proposed to promote the transformation of scientific and technological achievements in new research and development institutions.Conclusions:A scientific research and development and verification platform mainly based on large scientific facilities, through the establishment of a professional transfer office team, is more conducive to the construction and governance of a hospital park close transformation model of scientific and technological achievements, promoting the two-way integration and development of the biopharmaceutical industry and medical institutions, and promoting the rapid marketization of medical scientific and technological achievements.

Objective:Based on an exploratory case study of the National Major Science and Technology Infrastructure for Translational Medicine (Shanghai), this study aims to investigate the current development status of the construction and governance of the achievement transformation system in China′s new research and development institutions, explore the tools and means to improve the efficiency of scientific and technological achievement transformation in the biopharmaceutical field, and explore effective ways for medical institutions to promote scientific and technological achievement transformation in the biopharmaceutical achievement transformation chain.Methods:By reviewing the policies and regulations issued by national and local departments in recent years, and reviewing literature and real cases related to the transformation of scientific and technological achievements in medical institutions in the past five years, an analysis was conducted.Results:Based on an exploratory case study of the National Major Science and Technology Infrastructure for Translational Medicine (Shanghai), strategies and suggestions were proposed to promote the transformation of scientific and technological achievements in new research and development institutions.Conclusions:A scientific research and development and verification platform mainly based on large scientific facilities, through the establishment of a professional transfer office team, is more conducive to the construction and governance of a hospital park close transformation model of scientific and technological achievements, promoting the two-way integration and development of the biopharmaceutical industry and medical institutions, and promoting the rapid marketization of medical scientific and technological achievements.

OBJECTIVE:To understand the rationality of proton pump inhibitors (PPI) in our hospital during perioperative period,in order to provide reference for rational use of drugs in clinical practice. METHODS:Through randomly collecting discharge cases of surgical system of May and Dec. in 2015 from Hospital Information System,the use of PPI during perioperative period was investigated retrospectively,and the rationality of drug use was evaluated. RESULTS:Among 522 cases,418 cases were given PPI for preventing stress ulcer during perioperative period,with utilization rate of 80.1%. Among them,the top three were neurosurgery,orthopedics and general surgery (100%,92.6% and 92.3% respectively). Pantoprazole and lansoprazole (72.5%,14.8%,respectively) were the top two categories of the use of PPI. The irrational utilization rate of PPI was 70.8%during perioperative period. In the top three,the number of drugs was exceeded,the drug was not used,course of treatment was too long (73.7%,64.1% and 62.4% respectively). CONCLUSIONS:The utilization rate of PPI prevention is higher in the department in our hospital during perioperative period,and there is unreasonable situation in some preventive drugs,and the measures need to be implemented and strengthened.

OBJECTIVESTo investigate a survey about acceptance of central slaughtering of live poultry in residents of Guangzhou.

METHODSWe conducted a telephone survey by sampling residents with fixed-line telephone and with normal hearing, whose age is more than 15 years, by Mitofsky-Waksberg two-stage method during Jan 6(th) to 8(th), 2014. 358 residents finished the telephone questionnaire by 12 320 health hot line. We investigated the acceptance rate of city-wide central slaughtering permanently. We compared the difference between the respondents and the 2010 Guangzhou census data by Cohen's effect sizes (w) and weighted by population age and sex. We used χ(2) test to compare the acceptance rate of central slaughtering in residents with different characteristic. We used multiple logistic regression analysis to analyze the factors.

RESULTSThe difference in gender and age was small between respondents and the 2010 Guangzhou census data (w value was 0.13, 0.28, respectively), but that in education and marital status was large (w value was 0.52, 0.31, respectively). 49.0% (95% CI: 43.7%-54.3%) accept city-wide central slaughtering permanently. The acceptance rate of city-wide central slaughtering permanently in those who bought fresh, chilled and frozen poultry in their family in previous year was 54.3% (133/245), 60.0% (57/95) and 59.8% (49/82), respectively. It was more than those who didn't buy fresh, chilled and frozen poultry (38.1% (43/113), 44.9% (118/263) and 45.7% (126/276); χ(2) values were 8.15, 6.40 and 5.03; P values were 0.004, 0.011 and 0.025, respectively). The acceptance rate of city-wide central slaughtering permanently in those who deem fresh poultry taste better than live poultry was 64.9% (24/38). It more than those who deem not (47.0%, 151/320) (χ(2) = 4.22, 6.02, P = 0.040, 0.014, respectively). The acceptance rate of city-wide central slaughtering permanently in the male (OR = 2.68, 95% CI: 1.64-4.37) and those who deem getting sick due to buying live birds from LPM (OR = 1.72, 95% CI: 1.05-2.82), who can accept only fresh poultry carcass supply (OR = 2.39, 95% CI: 1.33-4.30), Who bought live poultry in their family in previous year (OR = 0.29, 95% CI: 0.11-0.74), who will decrease the consumption after ban on live poultry sale (OR = 0.50, 95% CI: 0.30-0.83) was 58.6% (109/186), 59.0% (92/156), 60.7% (139/230), 44.9% (132/295), 36.6% (68/186), respectively.

CONCLUSIONIn the early stage of avian influenza A(H7N9) epidemic in Guangzhou, the rate of acceptance of central slaughtering permanently in residents was not so high. Who deem getting sick due to buying live birds from LPM, who could accept only fresh poultry carcass supply and the male more accept city-wide central slaughtering permanently.

Animals ; Attitude to Health ; Birds ; Epidemics ; Humans ; Influenza A Virus, H7N9 Subtype ; Influenza in Birds ; Influenza, Human ; Male ; Meat-Packing Industry ; Poultry ; Surveys and Questionnaires

Objective To explore the ultrasonographical characteristics of placental abruption, especially the light placental abruption that was diagnosed by color Doppler ultrasonic combining with enhancement Doppler E-flow imaging, providing diagnosis data for clinical treatment. Methods With color Doppler ultrasonic and enhancement Doppler E-flow imaging, an analysis was made on the ultrasonography and clinical result of 50 patients with heavy placental abruption and 23 patients with light placental abruption. Results The diagnosis and clinical treatment of 50 patients with heavy placental abruption who had been diagnosed by color Doppler ultrasonic combining with enhancement Doppler E-flow imaging were in conformity with the postnatal pathological diagnosis. The coincidence rate in diagnosis was 100%. Of 23 patients with light placental abruption who had been diagnosed by color Doppler ultrasonic combining with enhancement E-flow Doppler imaging, 19 cases' diagnosis and clinical treatment were in accordance with their postnatal pathological diagnosis and the coincidence rate was 83%, 4 cases were misdiagnosis and missed diagnosis. Of 73 patients with placental abruption, 60 cases were carried out caesarean birth and 13 cases performed natural labor. Conclusion The enhancement Doppler E-flow imaging combining with color Doppler ultrasonic can accurately diagnose the heavy placental abruption and also provide a new method for the diagnosis of light placental abruption and perform a dynamic monitoring for the treatment transfer result of it.

Objective To review the diagnosis and treatment of extra-adrenal pheochromocytoma with a 34cases report. Methods Thirty-four cases of extra-adrenal pheochromocytoma were retrospectively analyzed. Hypertension was observed in 27 cases. Abdominal pain was seen in 10 patients and intermittent hematuria in 2 patients. Serum and urinary catecholamine and urinary VMA were measured in 34 cases. The level of serum or urinary catecholamine elevated in 20 cases and urine VMA elevated in 24 cases. Thirty-four cases had ultrasound examination,25 cases underwent CT scan and 6 cases underwent MER scan.Results Pheochromocytomas of 12 cases were located in the renal hilum, 2 in the lower pole of the left kidney, 1 in the posterior aspect of the inferior vena cava, 3 in the interaortocaval region, 2 in the anterior aspect of the abdominal aorta, 1 in the anterior of the right common iliac artery, 1 in the hilum of the liver, 1 in the posterior o{ the pancreas, 2 in the bladder wall, 1 in the posterior of the descending colon, and 8 cases of multifoci. Twenty-two cases of extraadrenal pheochromocytoma were benign and 12 cases were malignant. Thirty cases were followed up from 6 months to 13 years. Among 27 cases with hypertension, the blood pressure of 22 patients returned to normal and 5 cases were still hypertensive. Nine cases of malignant pheochromocytoma all had tumor recurrence or metastases at one year postoperatively. Six patients died during followed-up from 6 months to 3 years, including 3 cases died of cerebral hemorrhage and 3 cases of tumor metastases. Three cases got stable with 131Ⅰ-MIBG radiotheraphy.Conclusions The accurate detecting extra-adrenal pheochromocytoma is difficult. CT scan could be reliable in localizing the lesions. Surgical resection of the tumor could be the best therapy. Patients of malignant extra-adrenal pheochromocytoma may be treated with 131Ⅰ-MIBG after surgical therapy.