Macaque is a common animal model in drug safety assessment. Its behavior reflects its health condition before and after drug administration, which can effectively reveal the side effects of drugs. At present, researchers usually rely on artificial methods to observe the behavior of macaque, which cannot achieve uninterrupted 24-hour monitoring. Therefore, it is urgent to develop a system to realize 24-hour observation and recognition of macaque behavior. In order to solve this problem, this paper constructs a video dataset containing nine kinds of macaque behaviors (MBVD-9), and proposes a network called Transformer-augmented SlowFast for macaque behavior recognition (TAS-MBR) based on this dataset. Specifically, the TAS-MBR network converts the red, green and blue (RGB) color mode frame input by its fast branches into residual frames on the basis of SlowFast network and introduces the Transformer module after the convolution operation to obtain sports information more effectively. The results show that the average classification accuracy of TAS-MBR network for macaque behavior is 94.53%, which is significantly improved compared with the original SlowFast network, proving the effectiveness and superiority of the proposed method in macaque behavior recognition. This work provides a new idea for the continuous observation and recognition of the behavior of macaque, and lays the technical foundation for the calculation of monkey behaviors before and after medication in drug safety evaluation.
Temporal interference (TI) as a new neuromodulation technique can be applied to non-invasive deep brain stimulation. In order to verify its effectiveness in the regulation of motor behavior in animals, this paper uses the TI method to focus the envelope electric field to the ventral posterior lateral nucleus (VPL) of the thalamus in the deep brain of mouse to regulate left- and right-turning motor behavior. The focusability of TI in the mouse VPL was analyzed by finite element method, and the focus area and volume were obtained by numerical calculation. A stimulator was used to generate TI current to stimulate the mouse VPL to verify the effectiveness of the TI stimulation method, and the accuracy of the focus location was further determined by c-Fos immunofluorescence experiments. The results showed that the electric field generated by TI stimulation was able to focus on the VPL nuclei when the stimulation current reached 800 μA; the mouse were able to make corresponding left and right turns according to the stimulation position; and the c-Fos positive cell markers in the VPL nuclei increased significantly after stimulation. This study confirms the feasibility of TI in regulating animal motor behavior and provides a non-invasive stimulation method for brain tissue for animal robots.
Objective To summarize and analyze the clinical and video-EEG (VEEG) characteristics of adult sleep-related epilepsy, so as to provide evidence for clinical diagnosis, differential diagnosis and treatment. Methods The clinical data, routine EEG and long-term VEEG of 187 adult patients with sleep-related epilepsy treated in Department of Neurology, Xiangya Hospital, Central South University from January 2017 to December 2017 were retrospectively analyzed by χ2 test. Results Clinical manifestations: The duration of sleep-related epilepsy in 187 adults was concentrated in 1～10 years (101 cases, 54.01%); the frequency of seizures was mainly from several to dozens of times a year (99 cases, 52.94%); 119 cases (63.64%) had two or more types of seizures. Among the patients, 121 cases (39.29%) had focal origin, 152 cases (49.35%) had bilateral tonic clonus and 110 cases (58.82%) were treated with two or more drugs. EEG results: ① The detection rate of epileptiform discharges in routine EEG was 22.78%, and that in long-term video EEG was 80.43%. There was significant difference between the two methods (P< 0.01); ② Eighteen epileptiform discharges were monitored by routine EEG during interparoxysmal period and 111 epileptiform discharges were monitored by video EEG; and ③ Fifty-six epileptic events were monitored and all occurred in the process of long-term VEEG monitoring, 50 of them occurred in sleep (89.29%) and 6 in awake (10.71%); 45 cases (80.36%) were diagnosed as epileptic seizures, 9 cases (16.07%) were diagnosed as non-epileptic seizures, and 2 cases (3.57%) could not be determined. ④ The detection rate of epileptic discharges during sleep was higher than that during awake period in long-term VEEG monitoring (P< 0.01). The detection rate of epileptiform discharges in NREM stage I–II was the highest in sleep stage. Conclusion Sleep-related epilepsy in adults has certain clinical features and EEG manifestations. Compared with conventional EEG, long-term video-EEG can improve the detection rate of epileptiform discharges, provide diagnostic basis for the qualitative analysis of sleep-related seizures, and reflect the relationship between epileptiform discharges and sleep, and provide basis for the clinical diagnosis and treatment of sleep-related epilepsy in adults.
Objective To investigate the effect of training courses of evidence-based medicine (EBM) on the knowledge, skill, attitude and behavior of medical postgraduates and to explore the barriers to evidence-based practice (EBP), so as to provide knowledge to improve further EBM teaching and EBP. Methods A total of 110 medical postgraduates of Sichuan University who selected EBM courses in the autumn semester of 2004 were given questionnaires that combined both open and closed questions. The KAB (knowledge, attitude and behavior) of EBM and barriers to EBP were compared before and after the training courses. Results Differences were observed in KAB of EBM and barriers to EBP after the training courses, compared to the assessments done before the courses. In “Knowledge”: there was a significant increase in the understanding of specific terms in EBM after the training courses (75% of the items showed a statistically significant improvement). This was especially marked for “absolute risk”, “systematic review”, “meta-analysis” and “publication bias” (Plt;0.01). We also found an improvement in familiarity with medical search engines (Plt;0.05). In “Attitude”: the mean scores for most items (55%) were relatively high both before and after the training courses (gt;4), and a significant improvement was observed in 2 items. These were “Strong evidence is lacking to support most of the interventions I use with my patients” and “EBP needs to take into account patient preferences” (Plt;0.01). The mean scores of 2 items were relatively low both before and after the training courses (lt;3). These were “the adoption of EBP places an reasonable demand on physical therapists” and “EBP does not take into account the limitations of my clinical setting”. Another 2 items had mean scores close to 5: “I need to increase the use of evidence in my daily practice” and “I am interested in learning or improving the skills necessary to incorporate EBP into my practice”. In terms of “Behavior”: the medical postgraduates continued not to think highly of the use of literature after the training courses. About 60% of the postgraduates did not read any literature related to their specialties at all. Although searching of MEDLINE and other electronic databases was relatively frequent (gt;6 times/month: 60.3% before training and 65.7% after training), using professional literature and research findings in the process of clinical decision-making was not equal (gt;6 times/month: 29% before training and 35.1% after training). No significant difference was observed in applying clinical practice guidelines before and after the training courses. As for “Barriers”: the postgraduates considered “poor ability to critically appraise literature” as the most important barrier both before and after the training courses. The second and third most important barriers were different compared to after the training courses. The barrier of “lack of research skills” was larger than that of “lack of information resources” before the training courses, but after that the course, the order of these was reversed. Conclusion The knowledge of medical postgraduates increased significantly after the current training courses of EBM. Some improvement was also found in attitude and behavior. The top three barriers to EBP were “Poor ability to critically appraise literature”, “Lack of information resources”, and “Lack of research skills”
Objectives To describe the attitude , subjective norm and behavioral intention of ICU nurses toward mechanically ventilated patients in Chengdu. Methods The modified version of Attitude, Subjective Norm and Behavioral Intention of Nurses Toward Mechanically Ventilated Patients (ASIMP) was used to investigate ICU nurses in three tertiary-level hospitals in Chengdu. Results The attitude, subjective norm and behavioral intention among ICT nurses respectively toward mechanically ventilated patients were 69.1%, 91.3%, and 95.9%. Conclusion The attitude, subjective norm and behavioral intention of most ICT nurses toward mechanically ventilated patients were positive.
Objective To research whether systemic family therapy is a useful intervention for behavioral problems. Methods Two hundred and seventy six children who were in the fourth grade of elementary school were assessed by family dynamics questionnaires and their parents were tested by Achenbach Child Behavioral Checklist. Fifty-seven children with behavioral problems were divided into two groups: 20 children and their parents agreed to receive systemic therapy for four weeks and 37 children and their parents who refused this therapy formed the control group.All children and their parents were reassessed after four months. Data were analyzed by SPSS 11.5. Results The characteristics of family dymanmic and children’s behavior improved significantly after systemic therapy. The "depressing and hostile family" at mosphere became "harmonious and open" (P=0.000) and this was also significantly better than the control group after therapy(P=0.000). "Self-differentiation of family members" was significantly improved after therapy (P=0.000) and also was significantly better than the control group after therapy (P=0.005). "Patient is helpless victim" changed to "Patient can do something" (P=0.000) and this was significantly better than the control group after therapy (P=0.003) . Total CBCL score decreased in the treatment group after therapy (P=0.003 for father, P=0.000 for mother). Compared with the control group. Total CBCL score also showed decreases (P=0.033 for father, P=0.014 for mother). Conclusions The techniques of systemic family therapy are practical and effective methods to intervene children’s behavioral problems.
ObjectiveTo describe the status of quality of life (QOL) and self-management behavior in patients following mechanical heart valve replacement, and explore the relationship between QOL and self-management behavior. MethodsConvenient sampling was used to recruit 352 patients following mechanical heart valve replacement in a high-level hospital in Chengdu between January 2011 and June 2012. General information questionnaire, MOS SF-36 scales, and self-management behavior questionnaire were used to collect data. T-test was used to analyze the difference between patients and normal people. And correlation analysis was used to see the correlation between QOL and self-management. ResultsFor MOS SF-36 scale results in patients within one year after surgery, physical functioning (PF) score was 73.44±15.11, role-physical (RP) was 49.52±39.17, body pain (BP) was 63.13±17.93, general health (GH) was 58.85±14.88, vitality (VT) was 63.54±18.10, social functioning (SF) was 76.67±17.40, role-emotional (RE) was 64.96±41.37, and mental health (MH) was 72.76±17.40. All these scores of the patients were significantly lower than the norm of Sichuan Province (P<0.05) except the dimension of mental health. For patients one year or more after surgery, PF score was 76.53±14.41, RP 58.44±39.21, BP 68.16±18.26, GH 61.39±13.57, VT 68.47±16.37, SF 79.79±19.34, RE 72.94±37.29, and MH 75.87±14.70, among which PF, RE, BP and GH scores were lower than the norm (P<0.05). The average total score of self-management behavior was 143.21±20.63. QOL and self-management behavior were positively correlated. ConclusionThere is still a gap between patients following mechanical heart valve replacement and normal people in terms of quality of life. Patients' self-management behavior is positively correlated with the quality of life. Good self-management behavior contributes to the improvement of QOL.
Objective To investigate the suicide related factors of the teenagers after trauma and further discuss the prevalence and related factors of suicide idea plan and behavior. Methods Using the general information questionnaire and the Youth Risk Behavior Survey (YRBS) to investigate the primary and secondary students in the nine worst-hit areas in Wenchuan earthquake of 2008, with cluster random sampling and the class as a sampling unit, to extract random 110 primary and middle schools and gather their general information, disaster-related cases and scores of suicide in YRBS. According to the different types of data, we used descriptive statistics,t test,Chi square test and Logistic regression analysis and respectively use single factor analysis and multivariate logistic regression analysis for suicide idea, plan and behavior. Results A total of 7 833 questionnaires were sent out and a total of 7 521 questionnaires were collected and the recovery rate was 96. 02%. Among them, there were 6 875 valid questionnaires (91.41%) and 636 invalid questionnaires. According to the investigation, the prevalence of the primary and secondary students which had seriously considered suicide was 6. 90%, which had a plan to commit suicide was 4.00% and which tried to take over the action of suicide was 2.70%. With general information for the independent variable, logistic regression analysis showed that whether there had seriously considered suicide as the dependent variable: age (OR=1.178, 95%CI 1.098 to 1.178) and changed in family structure after the earthquake (OR=1.360, 95%CI 1.360 to 1.085) were risk factors for post disaster the teenagers with suicide idea; whether there had been plan to commit suicide as the dependent variable: age (OR=1.099, 95%CI 1.050 to 1.150), the history of being buried in ruin (OR=2.155, 95%CI to 1.104 to 4.205) and changed in family structure after the earthquake (OR=1.495, 95%CI 1.128 to 1.981) were risk factors for post disaster the teenagers with suicide plan; whether took over the action of suicide as the dependent variable: male (OR=1.513, 95%CI 1.122 to 2.039) and changed in family structure after the earthquake (OR=1.555, 95%CI 1.112 to 2.175) were risk factors for post disaster the teenagers with suicide behavior. Conclusion Age and changed in family structure after the earthquake were the risk factors for suicide idea and age was positively correlated with suicidal idea. Age, had the history of being buried in ruin and changed in family structure after the earthquake were the risk factors for suicide plan and age was positively associated with suicide plan. Male and changed in family structure after the earthquake were the risk factors for suicide behavior. Among them, changed in family structure after the earthquake was the common risk factor. So there should be targeted psychological assessment and psychological rehabilitation intervention to avoid the risk of suicide among the teenagers after the disaster.
ObjectiveTo explore the nursing intervention effect on pre-hypertension. MethodsA total of 240 prehypertension patients in our community from July 2012 to January 2013 were randomly divided into observation group and control group with 120 patients in each group. No intervention was carried out for the control group. Blood pressure profile was established for the observation group and health education, exercise intervention, diet and body weight intervention measures were also given to the patients in this group. The improvement of life behavior and blood pressure control, and the awareness of hypertension health knowledge were compared between the two groups. ResultsAwareness of the disease knowledge, risk factors, complications, prevention and treatment in the observation group was significantly better than those in the control group (P<0.05). After intervention, the improvement scores of diet control, exercise increase, smoking quitting and alcohol drinking control in the observation group were significantly higher than those in the control group (P<0.05). The systolic blood pressure, diastolic blood pressure and body mass index after intervention in the observation group were significantly lower than those in the control group (P<0.05). ConclusionCommunity nursing intervention can increase the health knowledge in pre-hypertensive patients, help patients establish a good way of life and control blood pressure effectively, and reduce the incidence of hypertension.
Objective To investigate the prevalence of behavior problems in twins aged 10-16 years, and to provide a theoretical basis for the prevention and treatment of twins’ behavior problems. Methods Sixty-four pairs of twins aged 10-16 years in Chengdu city participated in this study. The Child Behavior Checklist (CBCL), completed by parents, was used to assess behavior problems. The prevalence of behavior problems in twins and the distribution characteristics for boys and girls and zygosities were estimated. Results The prevalence of behavior problems in the twins in this study was 6.25%. This was lower than the prevalence in a nationwide non-twins epidemiologic survey (P=0.0045). No significant difference was found in the prevalence of behavior problems between boys and girls and between different zygosities (P=0.891; P=0.258). Social problems were the main behavior problems noted in these twins, accounting for 38%. Conclusions The prevalence of behavior problems in twins aged 10-16 years is lower than that of non-twins. Social problems are the most common behavior problems in the twins in this study.