Brain-computer interface (BCI) systems identify brain signals through extracting features from them. In view of the limitations of the autoregressive model feature extraction method and the traditional principal component analysis to deal with the multichannel signals, this paper presents a multichannel feature extraction method that multivariate autoregressive (MVAR) model combined with the multiple-linear principal component analysis (MPCA), and used for magnetoencephalography (MEG) signals and electroencephalograph (EEG) signals recognition. Firstly, we calculated the MVAR model coefficient matrix of the MEG/EEG signals using this method, and then reduced the dimensions to a lower one, using MPCA. Finally, we recognized brain signals by Bayes Classifier. The key innovation we introduced in our investigation showed that we extended the traditional single-channel feature extraction method to the case of multi-channel one. We then carried out the experiments using the data groups of IV-III and IV - I. The experimental results proved that the method proposed in this paper was feasible.
Bayes Theorem ; Brain ; physiology ; Brain-Computer Interfaces ; Electroencephalography ; Humans ; Magnetoencephalography ; Multivariate Analysis ; Principal Component Analysis

AIM: To study the formulation and preparation factors on vitro drug release from sinomenine hydrochloride delayed-onset sustained-release tablet. METHODS: With hydrophilic matrix materials as excipient,the tablets containing hydrochloride sinomenine as a model drug were prepared by direct compression. The effect of the type and amount of tablet core matrix materials(HPMC K15M,HPMC K4M,xanthan gum and carrageenan),the type and amount of coating matrix materials,the preparation of coating materials and the pressure on in vitro drug release of the tablets were studied. RESULTS: The lag time of the tablet was 4 ～ 5 h and drug release slowly in 24 h. The type and the amount of the core matix materials and the coating matrix materials play an important role on lag time and drug release(P

Objective To investigate the diagnostic value of serum high density lipoprotein cholesterol (HDL-C), serum albumin (SA) and C reactive protein ( CRP) levels combined detection of severe acute pancreatitis.Methods 180 cases of acute pancreatitis were selected from January 2012 to January 2015 in Tianjin fifth central hospital,including 87 severe acute pancreatitis ( SAP) and 93 mild acute pancreatitis ( MAP) , and 100 cases of healthy people were selected as control group.The serum levels of HDL-C, SA and CRP were compared among three groups.Results HDL-C and SA in SAP group and MAP group were significantly lower than control group (P<0.05), the level of CRP was significantly higher than that of control group ( P<0.05); HDL-C, SA levels in SAP group were significantly lower than those of MAP group, the CRP level was significantly higher than that of MAP group (P<0.05).Compared to HDL-C and SA, the sensitivity(89.4%), specificity (95%) and accuracy (92%) of CRP were significantly higher (P<0.05).The sensitivity(93.6%)and specificity (95%) and accuracy (94.3%) of combined detection of three markers were significantly higher than the detection results of the three indexes either,the differences were statistically significant (P <0.05).Conclusion The combined detection of serum HDL-C, SA and CRP levels can effectively improve the early diagnosis rate of SAP, and provide reference for clinical diagnosis.

Some patients with cervix cancer occurred effusion in the uterine cavity after radiotherapy, 18 cases of them were given hysterectomy. 55.6 percent of the cases occured in 2 years after radiotherapy. The clinical manifestations were lower abdominal mass and pain. There were signs such as enlarged uterus or pelvic mass. It was found that the uterine body had malignancy in 16 cases and the cervix in 11 cases after operation. The causes of effusion were probably the adhension of upper vagina and cervix tube, secondary carcinoma and recurrence of cervix tumor. Therefore, these patients have to be treated actively, and prevention must be paid attention to.

Objective To evaluate the long-term efficacy and safety of thermal balloon endometrial ablation (TBEA) for patients with menorrhagia. Methods From February 2004 to January 2008,105 women with menorrhagia was admitted to our hospital and treated by TBEA. The clinical data,including menstrual cycle and blood volume,as well as TBEA complications such as abdominal pain,infection,bleeding and conglutination,were followed up for a long period in the patients. Results Among the 105 patients,two were lost for follow-up,and one died of malignant tumor of the urinary system in 56 days after the TBEA,the other 102 (97.1%) patients achieved an follow-up for 3 (102 patients),6 (101 patients),12 (99 patients),24 (66 patients),or 36 months (51 patients) succesively. At each of the time point,the success/amenorrhea rates were 93.1% (95/102)/38.2% (39/102),93.1% (94/101)/33.7% (34/101),91.9% (91/99)/32.3% (32/99),93.9% (62/66)/34.8% (23/66),and 92.2% (47/51)/31.4% (16/51),respectively. No severe perioperative complications such as perforation of the uterus and adjacent organs,massive bleeding or infection due to mechanical or thermal injuries occurred. After the operation,11 (10.5%) patients had uterus contraction-like pain,which was relieved by analgesic drugs within 6 hours;8 (7.9%) patients had adhesion of the tissues around the cervix uteri and/or uterine cavity,4 of them were cured by dilation of the uterus,3 received surgical separation,and 1 underwent resection of the uterus. No significant difference in the effective rate and rate of amenorrhea was found between the 36-and 12-month follow-up results (?2=0.000,P=1.000 and ?2=0.014,P=0.906,respectively),or between 24-and 12-month follow-up results (?2=0.034,P=0.854;?2=0.114,P=0.736). Conclusion TBEA shows good long-term efficacy and safety,as an applicable alternative in the treatment of menorrhagia.

AIM : To prepare a phase-specific drug delivery system withfloating and pulsatile release of sinome-nine hydrochloride and evaluate in vitro drug release behavior. METHODS: The floating and pulsatile-release of coat-core tablets were prepared by press-coated technics. The effects of factors influencing release characteristic of the drug were investigated by dissolution test, and to elucidate the mechanism of drug releaseof the tablets with erosion and water-uptake test. RESULTS: The tablets had typical floating and pulsatile release properties with a lag time rapid release. The lag-time was shortened with the increase of expansion ratio of tablet core and rotation speed of stirrer. The lag-time was prolonged with the increase of pH and ionic strength of dissolution media.CONCLUSION: The tablet could float and rapidly release drug at the predetermined time.

AIM: To prepare a phase-specific drug delivery system with floating and pulsatile release of sinomenine hydrochloride and evaluate in vitro drug release behavior. METHODS: The floating and pulsatile-release of coat-core tablets were prepared by press-coated technics.The effects of factors influencing release characteristic of the drug were investigated by dissolution test,and to elucidate the mechanism of drug release of the tablets with erosion and water-uptake test. RESULTS: The tablets had typical floating and pulsatile release properties with a lag time rapid release.The lag-time was shortened with the increase of expansion ratio of tablet core and rotation speed of stirrer.The lag-time was prolonged with the increase of pH and ionic strength of dissolution media. CONCLUSION: The tablet could float and rapidly release drug at the predetermined time.

Objective To investigate the effects of glycol mannate sulfate(GMS) on thrombogenesis.Methods The thrombogenesis was observed by carotid artery and cervical vein bypass and the thrombus was weighted.Thrombogenesis in common carotid artery was induced by electric stimulation.Mice mesentery microthrombus formation was induced by laser.Pulmonary thromboembolism was induced by injection of arachidonic acid.Plasma fibrinogen of rats was measured.Results GMS 25,50 mg?kg~(-1) could decrease the weight of thrombus cohered on suture silk significantly;25,12.5 mg?kg~(-1) of GMS could prolong the obstruction time;GMS 35.7,71.4 mg?kg~(-1) could delay the formation of mice mesentery microthrombus;GMS 40,80 mg?kg~(-1) could decrease the mortality induced by arachidonic acid injection.At the dosages of 25,50 and 100 mg?kg~(-1)GMS could decrease the fibrinogen in plasma.Conclusion GMS could inhibit the thrombogenesis significantly.

Objective To investigate the therapeutic outcome and its influencing factors after laparoscopic conservative surgery in treatment of tubal pregnancy. Methods From January 2003 to December 2008, 226 cases with tubal pregnancy were treated by laparoscopic conservative surgery. The tubal pateacy was evaluated in 152 cases given by hysterosalpingography (HSG) and 6 cases given by second laparoscopic exploration at 3-6 months after surgery. In their first laparoscopic surgeries, 209 got successful treatment and 19 underwent fail treatment. At 3-6 months after surgery, 89 cases with tubal patency among 207 cases with successful treatment were enrolled in group A. Nineteen cases who were failed in their first laparoscopic conservative surgery and treated by salpingectomy and 63 cases with tubal obstruction were enrolled in group B. The rate of tubal patency was calculated on patients with characteristics of gestational sac less or more than 5 era, the level serum human chorionic gonadotropin (hCG) less than 2000 IU/L,2000 IU/L to 5000 IU/L, and more than 5000 IU/L Results There was no significant difference in age,parity, amenorrhea, location of tubal pregnancy, rupture, pelvic adhesion between group A and group B.Two hundred and seven cases (91.6%, 207/226) were successfully treated at initial laparescopy. One hundred and fifty-two cases got follow up and 55 cases lost follow up at 3 to 6 months after surgery. There was statistical difference in preoperative hCG value which median were 980 (55-12 000) IU/L in group A,3150 (570-40 000) IU/L in group B(P<0.01); the diameter of tubal gestational sac were (3.4±1.3)cm in group A and (5.0±1.7) cm in group B(P<0.01); respectively, the volume of peritoneal bleeding were 200 (0-1500) ml and 300 (0-1600) ml, the rate of live tubal embryo was 2% (2/89) in group A and 11% (9/82) in group B, which all reached statistical difference (P<0. 05). Among 171 cases in both group A and 8, the rate of tubal patency were 65% (67/103) in 103 cases with maximal diameter of tubal gestational sac less than 5 cm and 32% (22/68) in 68 cases with maximal diameter of tubal gestational sac more than 5 cm, which reached statistical difference (P < 0.01). The rate were 72% (73/102) in patients with serum level of hCG less than 2000 IU/L, 29% (12/42)in patients with 2000 IU/L to 5000 IU/L and 15% (4/27)in patients with more than 5000 IU/L, which also showed statistical difference (P <0.05). It was observed that preoperative serum hCG level (OR=0.277, P<0.01), the maximal diameter of gestational sac (OR=0.577, P<0.01) and the volume of peritoneal bleeding (OR=0.999, P < 0.05) were significant factors influencing successful laparoscopy treatment by logistical regression analysis.Conclusion In order to preserve fertility, laparoscopic conservative surgery was a safe and feasible approach in treatment of tubal pregnancy. Preoperative serum hCG levels, size of tube gestational sac were significant factors influencing successful laparoscopic surgery.

Purpose:Exploring for sensitive tumor markers of cervical carcinoma to decide correct program of treatment, and to predict the prognosis. Methods:The sera from 37 patients with cervical carcinoma, 26 patients with leiomyoma were obtained from Jul. 1999 to Jan. 2001. A quantitative enzyme linked immunosorbent assay (ELISA) was performed to measure the concentrations of S VEGF and a micropartical enzyme immunoassay (MEIA) was performed to measure the concentrations of Scc Ag. The X 2 Test, the t Test, the analysis of variance and the multivariated analysis were used as statistical analysis. Results: The mean S VEGF level in patients with cervical carcinoma was significantly higher than in patients with leiomyoma ( P 0.05), the positive rate of its expression in cervical carcinoma was 67.56%. Conclusions:The S VEGF and Scc Ag can be used as prognosis indicators, and also as for post operative radiotherapy in cervical carcinoma.