Steady-state visual evoked potential (SSVEP) is one of the commonly used control signals in brain-computer interface (BCI) systems. The SSVEP-based BCI has the advantages of high information transmission rate and short training time, which has become an important branch of BCI research field. In this review paper, the main progress on frequency recognition algorithm for SSVEP in past five years are summarized from three aspects, i.e., unsupervised learning algorithms, supervised learning algorithms and deep learning algorithms. Finally, some frontier topics and potential directions are explored.
Algorithms ; Brain-Computer Interfaces ; Electroencephalography/methods* ; Evoked Potentials, Visual ; Photic Stimulation

Objective:To establish ultra performance liquid chromatography （UPLC） fingerprint of Shengyutang and quantitative analysis method of 11 index components in this famous classical formula. Method:UPLC-diode array detector/evaporative light scattering detector （UPLC-PDA/ELSD） was used， two chromatographic conditions were established by different detectors according to the polarity of chemical components. Conditions of fingerprint 1 were as follows：ACQUITY UPLC HSS T₃ column （2.1 mm×100 mm， 1.8 µm） with the mobile phase of acetonitrile （A）-0.6% formic acid solution （C） for gradient elution （0-4 min， 0-4%A； 4-8 min， 4%A； 8-9 min， 4%-8%A； 9-14 min， 8%-9%A； 14-21 min， 9%-15%A； 21-26 min， 15%-17%A； 26-30 min， 17%-20%A； 30-35 min， 20%-32%A； 35-40 min， 32%-40%A； 40-50 min， 40%-80%A； 50-55 min， 80%A）， the flow rate of 0.3 mL·min^-1， PDA with detection wavelengths of 280 nm and 321 nm， the column temperature at 30 ℃. Conditions of fingerprint 2 were as follows：the CORTECS C₁₈ column （3.0 mm×100 mm， 2.7 µm） with the mobile phase of acetonitrile （A）-water （D） for gradient elution （0-11 min， 19%A； 11-16 min， 19%-25%A； 16-34 min， 25%-28%A； 34-47 min， 28%-47%A； 47-60 min， 47%-80%A）， the flow rate of 0.4 mL·min^-1， ELSD with drift tube temperature of 95 ℃， the carrier gas （air） flow rate of 2.0 L·min^-1， and the column temperature at 30 ℃. UPLC-PDA/ELSD fingerprints of 15 batches of Shengyutang were established， and the similarity was evaluated by similarity evaluation system of chromatographic fingerprint of traditional Chinese medicine （2012 edition） issued by the Chinese Pharmacopoeia Commission， and the contents of eleven index components in this famous classical formula were determined. Result:The similarities of UPLC-PDA/ELSD fingerprints of 15 batches of Shengyutang were >0.98 by comparing with the control fingerprint， 27 and 16 common peaks were identified in fingerprint 1， 2， respectively. It was tested and verified that the precision， repeatability， stability， linear relationship and other results of this method all met the requirements of the 2020 edition of Chinese Pharmacopoeia. The contents of chlorogenic acid， ferulic acid， calycosin glucoside， verbascoside， senkyunolide I， senkyunolide H， senkyunolide A， ginsenoside Rg₁， ginsenoside Re， ginsenoside Rb₁ and astragaloside A in 15 batches of Shengyutang were 0.063-0.193， 0.509-0.638， 0.160-0.318， 0.012-0.056， 0.394-0.519， 0.110-0.143， 0.031-0.097， 0.382-0.595， 0.292-0.505， 0.590-0.803， 0.142-0.367 mg·g^-1， respectively. Conclusion:The established detection method meets the requirements of the 2020 edition of Chinese Pharmacopoeia， which can characterize the overall characteristics of chemical components in Shengyutang， and provide experimental basis for the quality standard research of this famous classical formula.

Objective:To establish the ultraperformance liquid chromatography （UPLC） fingerprint of Pipa Qingfeiyin substance benchmark， and to establish a quantitative analysis method for simultaneous determination of the contents of five index components， so as to provide reference for the quality control and evaluation of this famous classical formula. Method:ACQUITY UPLC^® CSH^TM C₁₈ column （2.1 mm×100 mm， 1.7 μm） was used with mobile phase of acetonitrile （A）-0.1% formic acid aqueous solution （B） for gradient elution （0-7 min， 5%-7%A； 7-11 min， 7%-8%A； 11-22 min， 8%-14%A； 22-30 min， 14%-15%A； 30-35 min， 15%-25%A； 35-42 min， 25%-40%A； 42-45 min， 40%-50%A； 45-50 min， 50%-60%A）， the flow rate was 0.35 mL·min^-1， the column temperature was 25 ℃， the detection wavelengths were 278 nm and 248 nm. UPLC fingerprints of 15 batches of Pipa Qingfeiyin substance benchmark were established， and the "Similarity Evaluation System of Chromatographic Fingerprint of Traditional Chinese Medicine" software （2012 edition） was used for similarity analysis， and the common peaks were assigned. Cluster analysis （CA）， principal component analysis （PCA） and orthogonal partial least squares discriminant analysis （OPLS-DA） were used to evaluate the fingerprint data. UPLC fingerprint method was used to simultaneously determine the contents of five components in the substance benchmark. Result:The method validation of fingerprint and determination method was good， the similarities between 15 batches of Pipa Qingfeiyin substance benchmark and their control fingerprint were ≥0.997， 23 common peaks were identified and 11 chromatographic peaks were identified. CA， PCA and OPLS-DA divided 15 batches of the substance benchmark into two groups. The linear relationship of phellodendrine hydrochloride， chlorogenic acid， berberine hydrochloride， palmatine hydrochloride and ammonium glycyrrhizinate was good in a certain range of concentration （R²>0.999）， their average recovery was 96.47%-101.16%， and the contents of these five components in the substance benchmark were 0.87-2.00， 1.53-5.95， 18.45-33.97， 3.87-6.29， 1.02-4.12 mg·g^-1， respectively. Conclusion:The established UPLC fingerprint and multi-index component content determination methods have strong specificity， good resolution and high sensitivity， it can be characterized except for the Ginseng Radix et Rhizoma flavor， which can provide reference for the quality control and evaluation of Pipa Qingfeiyin compound preparation.

Objective: Abnormalities of static brain activity have been reported in schizophrenia, but it remains to be clarified the temporal variability of intrinsic brain activities in schizophrenia and how atypical antipsychotics affect it. Methods: We employed a resting-state functional magnetic resonance imaging (rs-fMRI) and a sliding-window analysis of dynamic amplitude of low-frequency fluctuation (dALFF) to evaluate the dynamic brain activities in schizophrenia (SZ) patients before and after 8-week antipsychotic treatment. Twenty-six schizophrenia individuals and 26 matched healthy controls (HC) were included in this study. Results: Compared with HC, SZ showed stronger dALFF in the right inferior temporal gyrus (ITG.R) at baseline. After medication, the SZ group exhibited reduced dALFF in the right middle occipital gyrus (MOG.R) and increased dALFF in the left superior frontal gyrus (SFG.L), right middle frontal gyrus (MFG.R), and right inferior parietal lobule (IPL.R). Dynamic ALFF in IPL.R was found to significant negative correlate with the Scale for the Assessment of Negative Symptoms (SANS) scores at baseline. Conclusion Our results showed dynamic intrinsic brain activities altered in schizophrenia after short term antipsychotic treatment. The findings of this study support and expand the application of dALFF method in the study of the pathological mechanism in psychosis in the future.

Adolescent ; Decision Making ; Emotions ; Humans

OBJECTIVE:To investigate the effects of tramadol combined with midazolam on prognosis of patients underwent tumor resection in gastrointestinal surgery department. METHODS:In retrospective study,200 tumor patients of gastrointestinal sur-gery department were divided into observation group(100 cases)and control group(100 cases). Observation group was given Tra-madol hydrochloride tablet 100 mg,3 times a day+Midazolam injection 30 mg,added into 0.9% Sodium chloride injection 60 mL,via intravenous pump,2.5 mL/h,for consecutive 24 h,for consecutive 3 d. Control group was given Tramadol hydrochloride injection 100 mg,intramuscular injection,3 times a day,for 3 d. The hospitalization duration,postoperative ambulation time, sleep quality score,pain degree score,the occurrence of postoperative hypostatic pneumonia,and the incidence of adverse reactions in 2 groups were observed. RESULTS:The hospitalization duration and postoperative ambulation time of observation group were significantly shorter than those of control group;the sleep quality score of observation groups was significantly higher than that of control group;the severity of pain,the incidence of hypostatic pneumonia were significantly lower than control group,with statisti-cal significance(P<0.05). There was no statistical significance in the incidence of ADR between 2 groups(P>0.05). CONCLU-SIONS:Midazolam combined with tramadol can significantly reduce the postoperative pain of tumor patients in gastrointestinal tu-mor surgery department,shorten hospitalization time and postoperative ambulation time,improve the sleep quality of patients and reduce the incidence of hypostatic pneumonia with good safety.

Objective To investigate the different biochemical testing system inter laboratory comparability of results,provide reference for promoting inter laboratory test results of the recognition.Methods Five patients with laboratory detection of fresh mixed serum,20 consecutive determination of 10 biochemical items,precision analysis.According to America clinical and Laboratory Standards Institute (CLSI)Document EP9-A2,the Panzhihua Iron and Steel Group General Hospital detec-tion system as the reference system,the remaining four hospital detection system as the detection system,with a fresh mixed serum,determination of five biochemical items (Urea,Cr),(AST,ALT),(TP,ALB),(TG,TC)and (HDL-C,LDL-C),the determination results were compared and analyzed,calculated reference system and the correlation coefficient,linear regres-sion equation between the system and the various medical decision level relative deviation (SE%),and to America Clinical Laboratory Improvement Amendment ability test (CLIA’88)allowed total error of 1/2 as the standard,to the assessment system and the reference system between the comparability and clinical acceptability.Results In Urea,Cr determination for example,CV of five laboratories on Urea and Cr two project was less than CLIA’88 allowed total error of 1/3,the precision could meet the clinical requirements.The detection results significantly correlated (r2 >0.975).The evaluation of clinical ac-ceptability,in Urea low at medical decision level,there were two laboratory determination results that could not be accepted for clinical.In Urea high at medical decision level,there was a laboratory measurement result that could not be accepted for clinical.In the low Cr at medical decision level,there were two laboratory determination results that could not be accepted for clinical.The rest of the system Urea,Cr projects in various medical decision level compared with the system,the SE% was less than CLIA’88 allowed total error of 1/2,for clinical acceptable.Conclusion Laboratory determination results between different biochemical testing system had bias in different degrees,bias part of the project exceeds the allowed error range.

Humans ; SARS Virus ; classification ; genetics ; pathogenicity ; Severe Acute Respiratory Syndrome ; virology

Neurofeedback, as an alternative treatment method of behavioral medicine, is a technique which translates the electroencephalogram (EEG) signals to styles as sounds or animation to help people understand their own physical status and learn to enhance or suppress certain EEG signals to regulate their own brain functions after several repeated trainings. This paper develops a neurofeedback system on the foundation of brain-computer interface technique. The EEG features are extracted through real-time signal process and then translated to feedback information. Two feedback screens are designed for relaxation training and attention training individually. The veracity and feasibility of the neurofeedback system are validated through system simulation and preliminary experiment.
Brain-Computer Interfaces ; Electroencephalography ; Female ; Humans ; Neurofeedback

Objective To analysis the risk factors and drug resistance of multidrug-resistant pseudomonas aeruginosa(MDRP) infection and to provide the basis for clinical anti-infective therapy .Methods Predisposing factors and drug resistance to clinical commonly used antibacterial drugs of MDRP which were separated from September 2010 to December 2011 were adopted for retro-spective analysis .Results A total of 235 hospital MDRP infection were collected ,97 multidrug resistant strains were concluded ,the separation rate was 41 .2% .The separation rate of ICU and neurosurgery were higher ,account for 35 .54% and 22 .31% respective-ly .The main resource of specimen is respiratory tract ,about 75 .21% .The resistance of MDRP was very serious .The resistant rate of Amikacin was the lowest ,account for 37 .11% ,followed by piperacillin/tazobactam ,ceftazidime ,account for 47 .4% and 48 .45%respectively .The resistant rate of other antimicrobial agents were greater than 50% .Advanced age ,serious underlying diseases ,long hospital stay ,long-term repeated application of broad-spectrum antimicrobial drugs ,admission to ICU ,invasive treatment operations were the risk factors for MDRP resistance .Conclusion The resistance is very serious ,in order to reduce the generation and spread of drug-resistant strains ,the hospital infection control ,drug resistance monitoring ,rational use of antimicrobial drugs and prevention of cross-infections should be strengthened .