Feature extraction is a very crucial step in P300-based brain-computer interface (BCI) and independent component analysis (ICA) is a suitable P300 feature extraction method. But at present the convergence performance of the general ICA iteration methods are not very satisfactory. In this paper, a method based on quantum particle swarm optimizer (QPSO) algorithm and ICA technique is put forward for P300 extraction. In this method, quantum computing is used to impel ICA iteration to globally converge faster. It achieved the purpose of extracting P300 rapidly and efficiently. The method was tested on two public datasets of BCI Competition Ⅱ and Ⅲ, and a simple linear classifier was employed to classify the extracted P300 features. The recognition accuracy reached 94.4% with 15 times averaged. The results showed that the proposed method could extract P300 rapidly and the extraction effect did not reduce. It provides an experimental basis for further study of real-time BCI system.
More and more medical devices can capture different features of human body and form three dimensional (3D) images. In clinical applications, usually it is required to fuse multiple source images containing different and crucial information into one for the purpose of assisting medical treatment. However, traditional image fusion methods are normally designed for two dimensional (2D) images and will lead to loss of the third dimensional information if directly applied to 3D data. Therefore, a novel 3D magnetic image fusion method was proposed based on the combination of newly invented beyond wavelet transform, called 3D band limited shearlet transformand (BLST), and four groups of traditional fusion rules. The proposed method was then compared with the 2D and 3D wavelet and dual-tree complex wavelet transform fusion methods through 4 groups of human brain T2* and quantitative susceptibility mapping (QSM) images. The experiments indicated that the performance of the method based on 3D transform was generally superior to the existing methods based on 2D transform. Taking advantage of direction representation, shearlet transform could effectively improve the performance of conventional fusion method based on 3D transform. It is well concluded, therefore, that the proposed method is the best among the methods based on 2D and 3D transforms.
ObjectiveTo study the diagnostic significance of modified Alvarado Score System for different types of acute appendicitis. MethodsClinical data of 1 930 cases of acute appendicitis, who underwent appendicectomy in The First Hospital of Yulin from Jan. 2004 to Jan. 2014, were retrospectively collected. Then the diagnostic significance of Modified Alvarado Score System was detected and evaluated by receiver operating characteristic (ROC) curve, and its correlation with postoperative pathological results was calculated. ResultsThe modified Alvarado score of cases in progressive group was higher than that of simplex group (7.5±1.3 vs. 3.6±0.7, P < 0.001). The areas under ROC curve of modified Alvarado Score System was 0.943 (95% CI:0.929-0.958, P < 0.001). The critically diagnostic points of Modified Alvarado Score System for differential diagnosis of simplex acute appendicitis and progressive acute appendicitis was 6 score, with sensitivity of 92.9%, specificity of 86.3%, positive predictive value of 96.9%, negative predictive value of 72.6%, positive likelihood ratio of 6.8, negative likelihood ratio of 0.1, and Youden index of 91.7%. ConclusionThis Modified Alvarado Score System has a certain significance for the type diagnosis of acute appendicitis.
ObjectiveTo analyze research status of influencing factors related to sun-protection problems in children and adolescents, and systematically review the influencing factors. MethodsWe electronically searched the following databases including The Cochrane Library, PubMed, Web of Knowledge, Ovid, EBSCO, EMbase, CBM, CNKI, VIP and WanFang Data to collect cross-sectional studies on sun-protection problems in children and adolescents up to December 2012. The criteria for cross-sectional studies recommended by AHQR was applied in the assessment of included studies. Then, qualitative analysis methods were used to systematically summarize information and results of the included studies. ResultsA total of 10 studies were included. The results showed that, the influencing factors of sun-protection behaviour in children and adolescents included gender, age, skin colour, eye colour, the mass media information, school health education, etc., of which, researches on gender, grade, light skin, eye colour were relatively more. ConclusionAt present, there are many studies about influencing factors related to sun-protection problems in children and adolescents while the target influencing factors differ in regions.
ObjectiveTo discuss the treatment and nursing care for Daocheng tourists with acute altitude sickness, and analyze its related factors. MethodsFrom April to September 2012, 236 Daocheng tourists with acute altitude sickness were given drugs in time, and underwent oxygen inspiration. On the basis of observing the disease, nurses also provided care and health education to the patients. ResultsBy guiding patients' psychology, diet, oxygen uptake, medication and health related education, we cured 234 patients, and the rest 2 with high altitude cerebral edema were cured after being transferred to low-lying areas. ConclusionTourists from low-lying areas are vulnerable to altitude sickness when touring high lands. Preventive medicine before entering highland areas, more rest and less exercise are important factors to prevent the occurrence of altitude sickness. Health education from nursing care providers can effectively guarantee the safety of tourists entering plateau.
ObjectiveTo explore the possibility of intrahepatic biliary perfusion by contrast enhanced ultrasonography via bile duct. MethodsSixteen rabbits weighing 2 000-2 500 g were studied. A 22 gauge catheter was inserted in the common bile duct by surgery. The rabbits were divided into 4 groups according to the concentration of contrast agent, including group A:1/100 of standard concentration; group B:1/200 of standard concentration; group C:1/400 of standard concentration; and group D:1/800 of standard concentration. We observed the filling status, presence of outflow of contrast enhanced signal and satisfactory enhanced time after the injection of contrast agent via the catheter in common bile duct. ResultsFive milliliter of contrast agent was injected in each rabbit. The number of homogeneous filling in group A, B, C and D was 4, 4, 3 and 0 respectively. The number of presence of outflow of contrast enhanced signal in group A, B, C and D was 4, 1, 0 and 0 respectively. The satisfactory enhanced time in group A, B, C and D was (340±29) s, (284±37) s, (82±8) s and 0 s respectively. There was no statistical difference in the satisfactory enhanced time between group A and B (P=0.06) while significant difference in the satisfactory enhanced time between group A and C (P < 0.01), and between group B and C (P < 0.01) was found. ConclusionIt is possible to perfuse the intrahepatic biliary system by sonographic contrast agents via bile duct, and 1/200 of standard concentration is a proper concentration of contrast agent to achieve satisfactory imaging.
ObjectiveTo explore the effect of humanistic ideas applied for high quality nursing service in grass-root hospitals. MethodsIn the process of high quality nursing service between January 2011 and December 2013, humanistic philosophy was adopted. We provided humanistic nursing care for the patients, and humanistic management and care for doctors and nurses. Then, we used self-made questionnaire to do survey on the satisfaction degree in 1 200 patients, 500 nurses and 100 doctors in a third-grade class-A hospital. ResultsThrough the application of humanistic management idea, the satisfaction degree of all patients, nurses and doctors was significantly raised. ConclusionHumanistic concept applied in high quality nursing service inspires the enthusiasm and activity of nurses, promotes their nursing mode, and raise the nursing quality, which satisfies all the patients nurses and doctors.
ObjectiveTo explore a new method of treating serious tibiofibula comminuted fracture by using three-dimensional (3-D) printing personalized external fixator. MethodsIn April 2015, a male patient (aged 18 years with a height of 171 cm and a weight of 67 kg) with left tibiofibula comminuted fracture was included in the study. Computer-assisted reduction technique combined with 3-D printing was used to develop a customised personalized external fixator for fracture reduction. The effectiveness was observed. ResultsThe operation time was about 10 minutes without fluoroscopy, and successful reduction was obtained. The patient had equal limb length after operation. X-ray films showed that the posterior angulation of distal fracture was corrected 37°, and the eversion angle was corrected 4°. The tibial fractures had good paraposition or alignment, and the lower limb force line was corrected completely. No new fracture displacement occurred. The clinical healing time of fracture was 3.5 months and the bone union was achieved after 8 months. The function of affected limb recovered well after operation. ConclusionA personalized external fixator for serious tibiofibula comminuted fracture reduction made by 3-D printing technique has the merits of easy manipulation, high individuation, accurate reduction, stable fixation, and no need of fluoroscopy.
ObjectiveTo evaluate the effectiveness of three-dimensional (3D) printing navigation templates assisting reconstruction with personalized unrestricted total knee prosthesis to treat maliganant bone tumors around the knee. MethodsBetween March 2007 and September 2014, 43 patients with malignant tumor around the knee were divided into 2 groups: 3D printing navigation templates assisting reconstruction with personalized unrestricted total knee prosthesis were used in 21 cases (trial group), and conventional tumor resection and reconstruction with hinged total knee prosthesis were used in 22 cases (control group). There was no significant difference in age, gender, tumor location, pathological diagnosis, tumor stage, diameter of tumor, disease duration, and preoperative visual analogue scale (VAS) score between 2 groups (P>0.05), which were comparable. Intraoperative length of tumor resection and blood loss were recorded and compared, and the postoperative complications and tumor recurrence were observed. The Musculoskeletal Tumor Society (MSTS) score was used to evaluate knee joint function. ResultsThe operations were completed successfully in the patients of 2 groups and postoperative pathological results were negative in tumor resection margin. All the patients were followed up 12-77 months (mean, 36.7 months). There was no significant difference in the length of tumor resection and blood loss between trial group and control group (t=1.01, P=0.32; t=-0.76, P=0.45). In trial group, the resection range and reconstruction results were consistent with preoperative computer simulation; postoperative complications happened in 2 cases (9.52%); 1 case of immunological rejection and 1 case of infection); 2 cases (9.52%) had recurrence of osteosarcoma and pulmonary metastasis at 1 year after operation. In the control group, complication occurred in 6 cases (27.27%; 2 cases of periprosthetic fractures, 2 cases of infection, 1 case of incision nonunion, and 1 case of common peroneal nerve injury); 4 cases (18.18%) had recurrence of osteosarcoma and metastasis at 1 year after operation. There was no significant difference in postoperative complication and recurrence rate between 2 groups (χ2=2.24, P=0.14;χ2=0.67, P=0.41). At last follow-up, distal femur score of tumor and proximal tibial score of tumor in trial group were significantly better than those in control group (t=4.89, P=0.00; t=3.94, P=0.00). The mean flexion and extension range of motion of the knee joint was (115.45±12.25)° in trial group and was (101.49±11.96)° in control group, showing significant difference (t=3.78, P=0.00). ConclusionThe effectiveness using 3D printing navigation templates assisting reconstruction with personalized unrestricted prosthesis for maliganant bone tumors around the knee is better than conventional tumor resection and reconstruction with hinged total knee prosthesis. It can improve the joint function better and the patients' quality of life.
Objective To investigate the prevalence of depression in patients with chronic obstructive pulmonary disease ( COPD) and risk factors. Methods 215 patients with stable COPD were recruited in the study. The Patient Health Questionnaire-9 ( PHQ-9) standardized scale were performed for the depression survey. Meanwhile CAT, pulmonary function test and the history taking ( sex, age, height, weigh, smoking status, education level) were applied to evaluate all the COPD patients. The COPD patients were classified into A, B, C, and D groups according to 2011 GOLD new COPD classification system. Pearson chi-square test and multivariate logistic modeling were used to estimate the prevalence of depression and the risk factors. Results The prevalence of depression in COPD patients whose PHQ-9 scores ≥7 was 37.7% with 18.5% , 35.8% , 46.5% , and 62.5% respectively in A, B, C, and D groups. There was significant difference in prevalence between each groups ( Plt;0.05) . Compared with the COPD patients without depression, the COPD patients with depression had younger age, more female, higher education level, higher CAT scores and smaller means of body mass index ( BMI) . Logistic analysis revealed that depression in COPD was associated with age, sex, education level, BMI, FEV1% pred and CAT scores. The patients who with younger age, female sex, higher education level, lower FEV1% pred, lower BMI and higher CAT scores were had higher rsik to be complicated with depression. However no significant difference was observed between different FEV1 /FVC or smoking status. Conclusions This study confirms the high prevalence of depression in patients with stable COPD, and the prevalence in A, B, C, and D groups of COPD are different. Sex, age, education level, FEV1% pred, BMI, and CAT scores are the risk factors of depression in COPD.