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In order to improve the accuracy and applicability of person re-identification(Re-ID),a Re-ID method based on vector attention mechanism GoogLeNet is proposed.Firstly,three groups of images(anchor,positive and negative) are input into the GoogLeNet-GMP network to obtain segmented feature vectors.Then,spatial pyramid pooling(SPP) is used to aggregate the features from different pyramid levels,and attention mechanism is introduced.By integrating the multi-scale pooling regions which represent the visual information of the target,the distinguishable features on multiple semantic levels are obtained.At the same time,the mixed form of two different loss functions is taken as the final loss function.Experiments on Market-15012 and Duke-MTMC3 data set show that the proposed method performs better in Rank-1 and mAP indicators than other excellent methods.

Conventional Markov random field (MRF) is inefficient to present the local features of images, which often lead to over-segment results of images. To solve this problem, this paper proposed an adaptive local prior MRF model. The proposed model utilized adjacent region information to build a adaptive local feature MRF model. Then it proposed local region belief propagation (BP) algorithm to pass local region messages over the proposed MRF model. Furthermore, it proposed a fast convergence strategy to solve the large-scale computing of region BP algorithm. Compared with conventional region BP algorithm, the experiments results show that, the proposed approach can obtain more accurate segmentation results and also more speed. [ABSTRACT FROM AUTHOR]

This paper presented and discussed all the typical approaches based on MRF. First it provided a general framework of MRF in image segmentation and new progress for MRF modeling in recent years, and then emphatically presented the major image segmentation algorithms based on MRF, including graph cut algorithm, normalized cut algorithm, belief propagation algorithm, etc. Finally, it pointed out the future work for these segmentation algorithms. [ABSTRACT FROM AUTHOR]

Objective: To investigate the risk factors for brain injury in preterm infants by a multicenter epidemiological investigation of brain injury in hospitalized preterm infants in Anhui, China., Methods: Preterm infants who were hospitalized in the department of neonatology in 9 hospitals of Anhui Neonatal Collaboration Network between January 2016 and January 2017 were enrolled as subjects. The data of maternal pregnancy and clinical data of preterm infants were collected, and the logistic regression model was used to analyze the risk factors for brain injury in preterm infants., Results: A total of 3 378 preterm infants were enrolled. Of the 3 378 preterm infants, 798 (23.56%) had periventricular-intraventricular hemorrhage (PVH-IVH), and 88 (2.60%) had periventricular leukomalacia (PVL). Intrauterine distress, anemia, hypoglycemia and necrotizing enterocolitis (NEC) were risk factors for PVH-IVH (OR=1.310, 1.591, 1.835, and 3.310 respectively; P<0.05), while a higher gestational age was a protective factor against PVH-IVH (OR=0.671, P<0.05). PVH-IVH, NEC and mechanical ventilation were risk factors for PVL (OR=4.017, 3.018, and 2.166 respectively; P<0.05), and female sex and use of pulmonary surfactant were protective factors against PVL (OR=0.514 and 0.418 respectively; P<0.05)., Conclusions: Asphyxia/anoxia, infection/inflammation, mechanical ventilation, anemia and hypoglycemia may increase the risk of brain injury in preterm infants.

Objective: To study clinical value of shear wave elastography (SWE) in the evaluation of neck-shoulder myofascial pain syndrome., Methods: From December 2013 to July 2014,30 patients diagnosed as neck-shoulder myofascial pain syndrome were in the treatment group,including 17 males and 13 females, with an average age of (44 ± 3) years old. Thirty healthy people were in the control group, including 22 males and 8 females, with a mean age of (37 ± 5) years old. The patients in the treatment group were treated with manipulation, once every other day, total 7 times. The SWE was used to detect tension part of trapezius muscle of patients in the treatment group before and after treatment, as well as to detect muscle belly at the descending part of trapezius muscle in the control group. The tissue elasticity and Yang's modulus value were recorded and compared., Results: The tissue elasticity chart of patients in the treatment group before treatment was mainly greenish blue with the score of 3.70 ± 1.53, and the Yang's modulus was (43.4 ± 15.6) kPa. The tissue elasticity figure after treatment was mainly blue with the score of 2.40 ± 0.87, and the Yang's modulus was (29.0 ± 5.9) kPa. Whereas in the control group, the tissue elasticity figure was mainly blue with the score of 1.60 ± 0.72, and the Yang's modulus was (24.0 ± 7.6) kPa. These were statistical differences between the two groups (P = 0.000)., Conclusion: SWE can be used as an evaluation method of manipulation treatment for neck-shoulder myofascial pain syndrome, which is an objective and sensitive detection method.

Objective: To explore the significance of interleukin-6 (IL-6) and IL-8 in the diagnosis of neonatal sepsis., Methods: This was a prospective study conducted between August 2014 and February 2015. A total of 140 neonates who were suspected infectious were enrolled and classified into a sepsis group (n=49) and a local infection group (n=91). Sixty-one neonates who were non-infectious served as the control group. Serum levels of IL-6 and IL-8 were measured before treatment and 3 days after treatment. The value of serum IL-6 and IL-8 for the diagnosis of neonatal sepsis was assessed by receiver operating characteristic (ROC) curve analysis., Results: Before treatment, serum levels of IL-6 and IL-8 in the sepsis group were higher than those in the local infection and control groups (P<0.05), and the local infection group had higher serum levels of IL-6 and IL-8 than the control group (P<0.05). After three days of treatment, the serum IL-6 level in the sepsis group remained higher than that in the local infection and control groups (P<0.05), and the local infection group had higher serum level of IL-6 than the control group (P<0.05). There was no significant difference in the serum IL-8 level among the three groups. According to the ROC curve, when the cut-off value of serum IL-6 was 32 pg/mL, the sensitivity, specificity and accuracy of serum IL-6 for the diagnosis of neonatal sepsis were 87.8%, 79.6% and 81.6% respectively; when the cut-off value of serum IL-8 was 54 pg/mL, the sensitivity, specificity and accuracy of serum IL-6 for the diagnosis of neonatal sepsis were 77.6%, 63.8% and 67.2% respectively. With the combination of serum IL-6 and IL-8 levels, the sensitivity, specificity and accuracy for the diagnosis of neonatal sepsis were 71.4%, 86.2% and 82.6% respectively., Conclusions: IL-6 and IL-8 participate in the inflammatory response and the serum levels of both vary with the severity of infection. The diagnostic value of IL-6 for neonatal sepsis is higher than IL-8. The combined detection of serum levels IL-6 and IL-8 may increase the accuracy of diagnosis of neonatal sepsis.

Objective: To systematically evaluate the effect and safety of Xuezhikang Capsule (XZKC) for adjuvant treatment for coronary heart disease (CHD) patients accompanied with or without dyslipidemia., Methods: China National Knowledge Infrastructure (CNKI) Database, Chongqing VIP Database (VIP), Wanfang Data base, Cochrane Library, and Medline (PubMed) were retrieved with the deadline of August 30, 2013. Randomized controlled trials (RCT) of XZKC in treating CHD patients with or without dyslipidemia were all included. Assessment of bias risk for included studies was conducted according to the Cochrane Handbook for Systematic Reviews of Intervention (Version 5.0.2): Criteria for judging risk of bias in the "risk of bias" assessment tool. Review Management (5.1.0) was employed for data statistics. If there was no significant heterogeneity, results from the random-effect model were presented. If the heterogeneity was not substantial, a meta-analysis was not performed and a narrative and qualitative summary was performed instead., Results: A total of 28 RCTs (6,949 patients) were included after screening results. The methodological quality of included trial was generally lower. Results of Metaanalysis showed that XZKC was beneficial for CHD patients in decreasing cardiovascular events: when compared with the basic treatment group, the relative risk (RR) was 0.53 and 95% confidence interval (CI) was [0.35, 0.81]; when compared with the placebo + basic treatment group, RR was 0.52 and 95% CI was [0.42, 0.65]; when compared with the basic treatment group, RR for improving symptoms of angina was 1.20 and 95% CI was [1. 12, 1.30]; when compared with the basic treatment group, RR for improving abnormal ECG was 1.38 and 95% CI was [1.21, 1.57]. Thirteen studies showed that XZKC + basic treatment was obviously superior in lowering total cholesterol (TC) to that of the basic treatment group. Three studies showed that XZKC + basic treatment was obviously superior in lowering total cholesterol (TC) to that of the placebo + basic treatment group. Thirteen studies showed that XZKC + basic treatment was obviously superior in lowering low density lipoprotein cholesterol (LDL-C) to that of the basic treatment group. Three studies showed that XZKC + basic treatment was obviously superior in lowering LDL-C to that of the placebo + basic treatment group. A total of 18 studies describing adverse reactions (ADs) involved 61 ADs in the XZKC + basic treatment group. All suffered from mild symptoms or were improved after treatment. No severe ADs occurred., Conclusion: Treatment of CHD by XZKC might lower the occurrence of cardiovascular events in CHD patients accompanied with or without dyslipidemia, relieve clinical symptoms, improve ECG, lower blood lipid levels, and with less adverse reactions.

Objective: To study the diagnostic value of high frequency ultrasound in diagnosing rotator cuff tears., Methods: Total 37 patients (37 shoulders) with rotator cuff tears were detected by ultrasound, MRI examination and arthroscopy retrospectively. Among the patients,21 patients were male and 16 patients were female. The average age was 64 years old (ranged, 51 to 75 years old). High frequency ultrasonography and MRI were applied to exam the shoulder under the standardizeds to point types and compare with arthroscopy results., Results: Thirty-two shoulders were diagnosed as rotator cuff injury by ultrasound, and 5 shoulders were detected as normal rotator cuff by ultrasound. Twenty-nine shoulders were diagnosed as rotator cuff injury by MRI, and 8 shoulders were detected as normal rotator cuff by MRI. Thirty-three shoulders were diagnosed as rotator cuff injury during the operation, and 4 shoulders were regarded as rotator cuff during the operation. The sensitivity of ultrasound diagnosis was 93.4% (31/33), and specific degree was 75.0%(3/4). The sensitivity of MRI diagnosis was 87.5% (28/32), and specific degree was 80.0% (4/5)., Conclusion: High frequency ultrasound in the diagnosis of rotator cuff tears injuries has a high sensitivity and specificity. High frequency ultrasound can be used as a routine method to diagnose rotator cuff tears injuries.

Objective: To investigate the modulation effects of mesenchymal stem cells (MSC) implantation on the myofibroblasts congregating in the infarct region after myocardial infarction (MI)., Methods: MI was induced in SD rats by left anterior descending coronary artery ligation, and the experimental animals were assigned randomly into the sham group, MI + PBS group and MI + MSC group (myocardial injection of 0.1 ml 2×10(7)/ml in four locations in the infarct region). Echocardiography, hemodynamic examinations and Masson trichrome staining were performed. Implanted MSC differentiation and myofibroblasts congregating in infarct region were investigated by immunofluorescence staining. TGF-β(1)-Smad2 signaling pathway was examined by real-time RT-PCR and Western blot., Results: (1) Four weeks late, heart-weight/body-weight ratio [(3.04 ± 0.16) mg/g vs. (3.34 ± 0.14) mg/g, P < 0.01] and myocardial infarction size [(38.72 ± 2.38)% vs. (46.36 ± 2.81)%, P < 0.01] were significantly reduced in MI + MSC group than in MI + PBS group, while scar thickness of infarct region was thicker [(0.93 ± 0.17) mm vs. (0.65 ± 0.16) mm, P = 0.01], and LVEF was higher [LVEF: (32.5 ± 5.9)% vs. (26.5 ± 4.5)%, P = 0.03] in MI + MSC group than in MI + PBS group. (2) Myofibroblasts congregating in the infarct region was significantly enhanced in MI + MSC group compared with MI + PBS group [(196 ± 20) cells/mm(2) vs. (89 ± 25) cells/mm(2), P < 0.01], and part of implanted MSC expressed α-SMA(+). (3) TGF-β(1) expression and the phosphorylating of Smad2 in the infarct region were significantly upregulated in MI + MSC group compared with MI + PBS group (all P < 0.05)., Conclusions: MSC could improve myocardial function and promote myofibroblasts congregating in the infarct region via activating the TGF-β(1)-Smad2 signaling pathway in this model.

Objective: To detect the risk factors of quality of life (QOL) in patients with acute coronary syndrome (ACS), so as to help doctors to recognize the risk population with impaired QOL., Methods: 403 hospitalized ACS patients, 252 males and 151 females, aged 67 12, 168 with ST-segment elevation myocardial infarction (STEMI), 4 with non-ST-segment elevation myocardial infarction (NSTEMI), and 74 with unstable angina pectoris (UAP), were surveyed with short-form-36 (SF-36) scale (Chinese version), including physical component summary (PCS) and mental component summary (MCS) so as to analyze the QOL, hospital anxiety depression scales (HADS) so as to detect the anxiety status. Multiple linear regression analysis was conducted to identify the variables associated with QOL., Results: Of the 403 patients 84 (20.8%) suffered from anxiety, 43 (10.7%) suffered from depression, and 144 (35.7%) suffered from depression combined with anxiety symptoms . Age (r = -0.237, P < 0.001), being female (r = -0.183, P < 0.001), depression (r = -0.180; P < 0.001), and anxiety (r = -0.211, P <0. 001) were independent risk factors of physical QOL. Age (r = -0.117, P = 0.01), depression (r =-0.169, P = 0.004), and anxiety (r = -0.215, P < 0.001) were independently negatively correlated with mental QOL. Smoking was unexpectedly a protective factor for MCS (r = 0.157, P = 0.001)., Conclusion: Depression and anxiety are common in patients diagnosed as with ACS, and appear to be related to significant worsening of QOL. The patients being female, with elder age, and suffering from depression and/or anxiety may be with impaired QOL, and need more care and effective intervention.

Catalytic wet air oxidation (CWAO) is a very effective physical chemistry method to treat organic wastewater. In this experiment, CWAO is employed to reduce the organic compounds in the landfill leachates. Temperature is an important factor in treating leachates by CWAO, so the effect of temperature on the reduction efficiency and decomposition rate of organic pollutants is investigated emphatically and the quantificational relationship is established between the decomposition rates and temperatures used in this study. The function of Co/Bi catalyst for the reduction of landfill leachates is also discussed. The influence of temperature on the degradation of landfill leachates by CWAO is carried out in a sealed environment using catalyst. The resulted information shows that the reduction rate of total organic carbon (TOC) and chemical oxygen demand (COD) increases notably with increase in temperature with or without the catalyst, and that the Elovich equation can describe dynamics course of landfill leachates degradation well. Rate constant k also increases with increase in temperature and the quantificational relationship is established between the rate constant k and temperature; the main reason of pH value reducing rapidly at first and later rising slowly is that a large amount of organic acid is produced in the early period in the reaction and the organic acid is degraded gradually later. Degradation of landfill leachates by CWAO can reach better treatment efficiency in gentle condition with catalyst Co/Bi in this study. The temperature's relatively great impact on the reaction using CWAO is discussed only in the paper and the effects of the other reaction conditions such as oxidant and catalyst dosage and the concentration of wastewater on degrading efficiency by CWAO are to be focused on.