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

Trastuzumab combined with chemotherapy improves overall response rate in women with HER2-overexpressing breast cancer.However,therapeutic resistance to trastuzumab typically occurs after several months of starting therapy and overall survival does not improve significantly.Studies have reported that the potential mechanisms of resistance to trastuzumab are mainly related to the signal pathway activation from receptor tyrosine protein kinases outside of the HER family and the amplification of the PI3K-AKT pathway.Novel target therapies such as tyrosine kinase inhibitors,PI3K inhibitors are approved as substitutes for the treatment of HER2-overexpressing breast cancer,but the response to each single-agent tends to be short-lived.Several large randomized adjuvant trials have showed that novel molecular targeted therapies combinations will markedly limit or eventually abrogate acquired resistance to primary trastuzumab therapy.

We observed the catabolic characterestics of in vitro prepared nonenzymatically glucosylated low density lipoprotein (glcLDL) in mouse peritoneal macrophages (M?) and human monocyte line (U_(937); and found that glcLDL did not stimulate the increase degradation of glcLDL significantly nor did the accumulation of glcLDL cholesterol in mouse peritoneal M?. However the degradation of glcLDL by U_(937) cells was positively proportional to the concentration of glcLDL. The pre-treatment of U_(937) cells with 12-O-tetradecanoylphorbol 13-acetate (TPA) increased the degradation of glcLDL and was also positively proportional to the concentration of glcLDL. The relationship between these phenomena and the accelerated developement of atherosclerosis in diabetes mellitus was discussed.

Background Prevalence of dry eye is significantly inceasing in postmenopausal women than that in men,suggesting that sex hormone plays a role in the pathogenesis of dry eye.In addition,dry eye might become worse following estrogen therapy in postmenopausal women.However,whether application of androgen can ameliorate dry eye is being concerned.Objective This study was to investigate the effect of androgen on tear film of ovariectomized female rats.Methods Forty-eight 3-month-old sexually mature female Wistar rats were randomized into the normal control group,sham group,ovariectomy (OVX) model group and testosterone-injected group.OVX models were established by bilateral ovaries enucleation in the rats of the model group and testosterone-injected group,and then androgen (3.75 mg/kg) was intramuscularly injected since 5 months after OVX at 3-day interval for 6 weeks.Only intraperitoneal fat was cut off in the sham group.In 6 weeks after injection of androgen,serum androgen concentration detected and Schirmer Ⅰ test (S Ⅰ t),tear film break-up time (BUT) were performed.The rats were sacrificed to prepare the corneal and conjunctival samples.The expression of MUC5AC in conjunctival tissue was examined by immunofluorescence staining,and the microstructure of corneal cellular surface was observed under the scanning electron microscope before and 6 weeks after application of androgen.Animals in this study were treated in accordance with Animal Experimentation Ethic Committee Guidelines of Southern Medical University and the study protocol was approved by Ethic Committee of this University.Results The mean serum testosterone concentration was (1.83 ±0.12) ng/ml,and S Ⅰ t or BUT was (3.63-±0.26)mm/5 minutes or (3.73-0.38) seconds,respectively,in the OVX model group,which was significantly declined in comparison with (2.56 ±0.14) ng/ml,(7.47±0.66) mm/5 minutes or (9.57 ±0.76) seconds in the normal control group (all at P =0.000).However,the serum testosterone concentration was (3.38±0.24) ng/ml,S Ⅰ t was (6.37 ±0.45) mm/5 minutes and BUT was (7.54±0.55) seconds in the testosterone-injected group,which was significantly higher than that in the OVX model group (all at P =0.000).The positive staining of MUC5AC in rat conjunctival tissue weakened in the OVX model group compared with the normal control group,and the fluorescence intensity in the testosterone-injected group was stronger than that in the OVX model group.Regularly arranged microvilli and cell metabolism hiatus on the surface of corneal cells were seen in the normal control group and the sham group;while the microvilli were shorter and irregularly arranged,and the cell metabolism hiatus were disappeared in the OVX model group.However,microvilli and cell metabolism hiatus were close to normal ones in the testosterone-injected group.Conclusions Deterioration of tear secretion and instability of tear film are are probably associated with the lower serum androgen levels in castrated female rats.Systemic supplement of androgen can promote tear secretion,improve tear film stability and alleviate ocular surface damage.

Objective To develop the severity score of pediatric hand foot and mouth disease (HFMD),guide health care providers in the early detection and intervention of critical ill cases,in order to improve the survival rate and reduce the incidence of complications and mortality.Methods Based on PCIS,the severity score of HFMD in children was designed by adding fever and nervous system damage symptoms,which was the common symptoms of severe cases.The data of the cases who admitted in April 2008 to November 2010 (group A,88 cases) was retrospectively analyzed to evaluate the validity and credibility of the score.The score were prospectively applied to all of the HFMD cases who admitted from May 2011 to October 2013(group B,118 cases),delivering corresponding treatment and care measures based on scoring result as well.At last the outcome of the two groups was compared.Results It exhibited quite good consistency between the scores and the clinical condition of patients with HFMD.The general information of two groups was not significantly different,but the survival rate,the incidence of neurological sequel and the mortality between two groups were significantly different by x2 test.Conclusions The score can objectively and accurately assess the severity of HFMD in children.Clinical application of this scoring method to assess the children with HFMD can identify critical ill cases as early as possible.Corresponding intervention delivering in time may improve the outcome.It is proved to have positive clinical value to increase the survival rate,decrease the incidence of neurological sequel and the mortality of critical ill HFMD cases,and is worthy of clinical application in pediatric department.

Objective:To evaluate the utilization of Kanglaite injections in lung cancer patients in 11 hospitals of Zhejiang and analyze the prescription data. Methods: Totally 40-day prescription data of the patients with lung cancer in 11 hospitals of Zhejiang were withdrawn every year from 2009 to 2013. The data in respect of the consumption sum, DDDs, department distribution and medical insurance category of Kanglaite injections were analyzed. Results: The consumption sum of Kanglaite injections used in the patients with lung cancer in 11 hospitals of Zhejiang showed an upward trend year by year, the growth in 2011 and 2012 was the fastest, and the sum in 2012 was 1. 77-fold of that in 2009. The consumption sum proportion of Kanglaite injections in total amount of drug consumption rose after the first drop. The top 3 departments were oncology, radiotherapy and thoracic surgery in the five years. The dosage and DDDs of Kanglaite injections were also in an increase trend year by year, and the growth in 2011 and 2012 was the fastest. Conclusion:The utilization of Kanglaite injections in the patients with lung cancer in Zhejiang area shows a continuous rapid growth momentum, therefore, it is still essential to strengthen the reasonable application in clinics.

Objective To explore the feasibility of la pa roscopic total extraperitoneal hernia repair without the use of the balloon diss ector. Methods Laparoscopic total extraperitoneal hernia repai r using no balloon dissector was completed in 10 cases of groin hernia from Nove mber 2003 to April 2004, including 7 cases of indirect inguinal hernia, 1 case o f occult indirect hernia combined with direct inguinal hernia, and 3 cases of di rect inguinal hernia (1 of which was recurrent hernia). Results All the 10 operations were successful. The mean operation time was 69.5 min, t he mean blood loss was 11 ml, the mean postoperative hospital stay was 2.1 days , and the mean duration to normal activities, 5.2 days.Complications included 1 case of disassociated inferior epigastric artery, 1 case of operation in wrong anatomic layer, and 1 case of laceration of the peritoneum, respectively. Follow -up observations for 1~6 months found no recurrence and neuropathic pain. Conclusions Laparoscopic total extraperitoneal hernia repair without the use of the balloon dissector is feasible, safe and effective.

Objective To discuss the feasibility of laparoscopic closure of the internal ring and high ligation of the hernial sac in children with indirect inguinal hernia.Methods Laparoscopic closure of the internal ring and high ligation of the hernial sac was conducted in 21 children with indirect inguinal from January 2003 to December 2004 in this hospital.A 5-mm 30? laparoscope was introduced through the umbilicus.The internal ring and the posterior crus(PC) on the side of hernia were identified.A 3-mm dissection forceps was placed on the midline between the umbilicus and pubic symphysis.At the skin projection of the internal ring on the side of hernia,a round-tip needle with 3-0 Prolene suture grasped by a regular needle holder was passed directly into the abdominal cavity to suture the posterior crus and then penetrate out of the abdomen via the roof of the internal ring through the musculoaponeurotic arch of the transversus abdominis.Then the Prolene suture was cut off,and passed by using the Endoclose device into the extraperitoneal cavity at the skin projection of the internal ring.The dissection was continued from without outward around the sac to encircle the neck and an extracorporeal high circumferential ligation of the sac was finished.Results The operation was successfully completed in all the 21 cases.The operating time was 16~50 min(mean,32.9 min),the postoperative duration in hospital was 1~2 d,and the time to normal activity,1~4 d(mean,1.4 d),respectively.No postoperative bleeding,hematoma of scrotum,or incisional infection occurred.Follow-up checkups in the 21 cases for 1~24 months(mean,15 months) showed no recurrence.Conclusions Laparoscopic closure of the internal ring and high ligation of the hernial sac is a novel,feasible,reliable and effective herniorrhaphy for the treatment of pediatric indirect inguinal hernia.

Objective To investigate related factors of hypersensitivity reactions in patients undergoing paclitaxel chemotherapy for cervical cancer and provide measures for prevention of the side effects.Methods A ret-rospective survey was taken to analyze the clinical data from 186 cervical cancer patients who accepted paclitaxel chemotherapy from January 2013 to December 2014.SPSS 17.0 was used for single factor analysis and multi -factor logistic regression analysis.Results Among the 186 cervical cancer patients enrolled in this study,34 cases occurred hypersensitivity reactions.The incidence rate of anaphylaxis was 18.3%.Both eosinophil count of more than 0.2 × 109 /L(χ2 =4.171,P <0.05)and history of drug allergy(χ2 =10.667,P <0.01)were not merely risk factors of anaphylaxis,but also independent risk factors(OR =4.691,2.257,all P <0.01 ).Conclusion The incidence of hypersensitivity after paclitaxel chemotherapy in cervical cancer patients is high.Eosinophil count ≥ 0.2 ×109 /L before chemotherapy and history of drug allergy are not merely risk factors of anaphylaxis,but also independent risk factors,which require more attention.

84 Cases were treated in the period Aug. 1989- Aug. 1994 with self-formulated Qilu Decoction with a total effective rate of 88. 10%. The difference as compared with that of western drug Propafenone was significant (P