In order to improve the accuracy of classification with small amount of motor imagery training data on the development of brain-computer interface (BCD systems, we proposed an analyzing method to automatically select the characteristic parameters based on correlation coefficient analysis. Throughout the five sample data of dataset IV a from 2005 BCI Competition, we utilized short-time Fourier transform (STFT) and correlation coefficient calculation to reduce the number of primitive electroencephalogram dimension, then introduced feature extraction based on common spatial pattern (CSP) and classified by linear discriminant analysis (LDA). Simulation results showed that the average rate of classification accuracy could be improved by using correlation coefficient feature selection method than those without using this algorithm. Comparing with support vector machine (SVM) optimization features algorithm, the correlation coefficient analysis can lead better selection parameters to improve the accuracy of classification.
Algorithms ; Brain-Computer Interfaces ; Discriminant Analysis ; Electroencephalography ; Fourier Analysis ; Humans ; Support Vector Machine

Objective To investigate the expression of S100 and MMP-7 in human cholangiocarcinoma and their correlation with the perineural invasion of cholangiocarcinoma.MethodsThe expression of S100 and MMP-7 in 36 cases of human cholangiocarcinoma tissues and edjunct cancer tissues were analyzed by immunohistochemistry method,combining with the clinical documents analysis.ResultsThe positive rates of S100 and MMP-7 in 36 cases of human cholangiocarcinoma were 61.11%(22/36) and 83.33%(30/36),respectively,while in edjunct cancer tissues were 30.56%(11/36),0.0%(0/36).The positive rate of Hematoxylin and Eosin staining indicated perineural invasion was significantly correlated with S100(P0.05).There was a significant positive correlation between S100 and MMP-7(P

Objective To explore the clinical characteristics of pancreas damage in children with Henoch-Sch(o)nlein purpura (HSP).Methods The clinical data of 206 HSP patients was analyzed from February 2008 to July 2013.The serum and urine example was detected by the automatic biochemical analyzer and the clinical characteristics of them was analyzed.The pancreatic morphology of patients was observed by type-B ultrasonic,and the clinical feature of skin,joints,digestive tract and kidney damage were observed.The relationship between pancreas damage and other systems damage was analyzed.Results There was 58 cases suffering from pancreas damage in 206 HSP children:31 cases were male,27 cases were female.There was no patients with pancreatic edema and deformation of structure in 58 patients.The incidence of pancreas damage with HSP combined with abdominalgia patients was 39.7％ (50/126),which was obviously higher than that in the patients without abdominalgia 10.0％ (8/80) (x2 =14.355,P ＜ 0.01).The incidence of pancreas damage in mixed type of HSP [31.8 ％ (55/173)] was significantly higher than that in simple type of HSP [9.1％ (3/33)] (x2 =18.292,P ＜ 0.01).The mean hospital stay of the HSP patients with pancreas damage was 6-38 (10.39± 6.80) d,while without pancreas damage was 4-18 (8.51 ± 3.42) d,and there was no significant difference (t =5.790,P ＞ 0.05).Conclusions The HSP children usually combine with pancreas damage.If they have abdominalgia and multi-system damage,they are more likely to be accompanied with pancreas damage,which should be paid more attention.

Objective To investigate the influence of VEGF expression on the apoptosis of pancreas subjected to ischemia/reperfu-sion injury. Methods Thirty male SD rats were randomly divided into three groups (rt = 10). Group A was served as sham-operation group. Groups B were subjected to 30 min of ischemia by clamping of celiac artery and superior mesenterie artery then releasing for 6 hours to produce ischemia/reperfusion injury model. Groups C were treated with VEGF antisense oligodeexynueleotide after isehemia. Rats were sacrificed, the pancreas was obtained to detect the VEGF expression by immunohistochemical method, and apoptosis was determined by TUNEL staining. Results Apoptosis appeared and VEGF expression up regulated in pancreas after Isehemia/reperfusion injury. Comparison between Groups C and Groups B showed a significant down regulation of VEGF expression (P <0. 05) and a notable increase of apoptotic index (P < 0. 05). Conclusion VEGF expression suppresses apeptosis of pancreas during the course of ischemia/reperfusion injury and may play an important role in protection of pancreas against the ischemia/repeffusion injury.

Objective To observe the effect of home nursing based upon protocol nursing theory on liq-uid intake compliance improvement of patients undergoing hemedialysis. Methods Forty-eight HD patients of hquid intake un-compliance were randomized into the observation group and the control group with 24 cases in each group. The control group received routine nursing, the observation group was given home care instruc-tion based upon protocol nursing theory for 1 month. The two groups both received follow-up for 3 months and their liquid intake comphance were evaluated before and after intervention. The relationship between family sup-port and relative increase of body weight during hemodialysis was also evaluated. Results The IDGW relative magnitude was lower, the compliance of liquid intake was higher, the level of family support was higher in the observation group than those of the control group. There was negative correlation between the family support and the IDGW relative magnitude the IDGW relative magnitude, family support, comphance of liquid intake. Conclusions Home care nursing based upon nursing theory facilitate patients to get effect family support, increase the compliance of hquid intake and make IDGW within desirable range.

Objective To investigate the primary angle-closure glaucoma iris weeks after cutting holes cut the width of the near future, long-term effect relationship, selected after close to long-term efficacy of the forecasting methods to improve iridectomy success rate. Methods 90 cases (116 eyes) with primary angle-closure glaucoma were randomly divided into three groups:A group(the width of the iris-week cut-hole cut 1.5mm) ,30 cases 42 eyes;B group(removal of the width of the iris weeks Ceccon 2 mm) ,30 cases 40 eyes;C group(the width of the iris-week cut-lole cut 3 mm) ,30 cases 34 eyes,after over 1 month,they were followed up to observe the intraocular pressure,anterior chamber angle width of the depth, depending on the features, the iris in recent weeks, as well as cutting holes,long-term concurrency disease. Results A:recent surgery success rate of 85.79% ,long-term surgical success rate of 76. 19% ;B group of recent surgery success rate of 87.5% ,long-term surgical success rate of 82.5% ;C group of recent surgery success rate of94.11% ,long-term surgical the success rate of 88.23%, X2 test the difference was significant(P＜ 0. 05) ;3 postoperative IOP decreased in varying degrees compared with the preoperative differences were significant(P＜0.01) ;peripheral angle after deep Random mean :A group of ≥ 1/3CT,compared the difference between before and after surgery were significantly( P ＜ 0.01 ) ;B group and C group ＞ 1/2CT,2 groups were compared before and after surgery the difference was highly significant( P ＜ 0.05 ). Conclusion Iridectomy was the treatment of primary angle-closure glaucoma safe and effective method of cutting holes. The width of the iris weeks to 2～3 mmwas appropriate, beneficial to control the iris weeks before the adhesion and angle-cut hole shallow narrowing.

Objective To compare the operative cooperation of da Vinci robotic surgery and traditional laparoscopic surgery, so as to provide evidence to qualify the operative cooperation of minimally invasive operation. Methods Comparison of the operative cooperation with related experiences and literature was made between the two kinds of surgeries. Results More requirements were put forward during the da Vinci robotic surgery on nurses′ service quality and training methods, ethics & law knowledge and humanistic care, equipment installation and preparation, complicated nursing performance content, system error handling and postoperative management, etc.. Conclusions It is suggested that the operative cooperation of the precise minimally invasive operation should be improved as follows:strengthen the nurses′ special training and continuing education; establish related operation process and management standards;do patients′explanation work and surgical team cooperation.

Objective To introduce the illness perception questionnaire-memory (IPQ-M) and translate it into Chinese and to evaluate its reliability and validity.Methods The Chinese version of IPQ-M was translated from the original,back translated and adjusted for culture adaptation.A total of 152 community-dwelling people with subjective memory complaints (SMCs),who were aged 50 years or above,were investigated with the Chinese version of IPQ-M.40 participants among them were re-evaluated 2 weeks later.Results Exploratory factor analysis got 9 factors which could explain 70.757％ of the total variance.The factor loading of each item on the corresponding factors was higher than 0.4.The correlation between Chinese version of IPQ-M and GDS were-0.208 to 0.763 (P＜0.01).The Cronbach's α coefficient was 0.872,the testretest reliability was 0.894,and the Spearman-Brown split coefficient was 0.890.Conclusion The Chinese version of IPQ-M has good reliability and validity,and it can be used in Chinese elderly people with SMCs.

OBJECTIVE: To establish a HPLC method for the determination of content of entecavir and its related substances. METHODS: The HPLC condition was consisted of a Luna C18 column with a column temperature at 25 ℃, using gradient eluate method, the mobile phase was acetonitrile,with a flow rate of 1.0 mL?min-1 and detection at 254 nm. RESULTS: The calibrated linear curve of entecavir was within 0.033 45～0.167 2 mg?mL-1(r=0.999 98). The average recovery was 100.09%,RSD=0.20%, The content of related substance was 0.54%～1.48%. CONCLUSION: This accurate and reliable HPLC method is applicable for the quality control of entecavir and its related substances.

Objective To investigate the characteristics of everyday memory of adults with subjective memory complaints (SMC),and probe into the correlation between everyday memory function and life quality.Methods Through convenience sampling,150 adults with SMC were face-to-face interviewed by an investigator,with demographic characteristics collected,and the cognition function,everyday memory function and life quality were also assessed during the interview.Results Among the 150 adults with SMC,the impairment rate of everyday memory function reached 96％,and the median score of RBMT-II was 16.00 (interquartile range 6.00),indicating a low level of everyday memory function,with the Name andDelayed recall Story items having lower scores.All participants were divided into two groups according to cognitive status,with 67 (44.70％) adults having normal cognitive function and 83 (55.30％) impaired cognitive function.After comparison,significant differences were found in the total score of RBMT-II and scores ofFaces recognition andDelayed recall Story between the two groups (P＜0.05).In all dimensions of SF-36,the median score of general health dimension for the 150 adults was 55.00 (inter-quartile range 31.25).The Spearman rank correlation analysis showed that the scores of several dimensions in RBMT-II were positively correlated with the scores of several dimensions in SF-36 (P＜0.05).Conclusion Everyday memory function of people with SMC was positively CorTelated with their life quality.