Objective To describe the surgical technique and outcomes of arthroscopic reconstruction anterior cruciate ligament (ACL) and posterior cruciate ligament (PCL) and repair of the injured posteromedial complex (PMC) or posterolateral complex (PLC) structures of the knee joint in treatment of multiple ligaments injuries of knee. Methods From March 2005 to May 2007, 43 patients with multiple ligaments injuries of knee underwent arthroscopic reconstruction. Twenty-four patients were treated with arthroscopic reconstruction of combined ACL and PCL with allograft tendons and augmentation of PMC. The other 19 patients were treated with repair the PLC in addition to reconstruction of ACL and PCL. The International Knee Documentation Committee (IKDC) and Lysholm knee score were used for function evaluation. Results All patients were followed up for 24 to 48 months with an average of 33.10±9.65 months. The stability recovered when stress was applied to the knee at 0° and 20° of flexion. According to IKDC there was a significant improvement from severely abnormal (graded D) in 43 cases before surgery to normal (graded A) in 29 cases (67%), nearly normal (graded B) 11 cases (26%) and abnormal (graded C) 3 cases (7%) at follow-up. The average Lysholm score of the all cases were 46.7±4.2 and 89.6±2.8 before operation and at final follow-up, respectively (t=8.563, P＜0.01). Conclusion Excellence clinical results and good stability were achieved with arthrescopic reconstruction of ACL and PCL combined with repair or augmentation of the PMC and PLC simultaneously.

OBJECTIVETo explore the influencing factors of AIDS pathogenesis using the Bayesian network.

METHODSBased on follow-up data of 2 431 cases of HIV/AIDS from 1992-2011 in Shandong province, this study constructed the network structure by NPC algorithm, and used the EM algorithm for parameter learning to construct the Bayesian network of influencing factors and AIDS pathogenesis, then did inference by the Bayesian network.

RESULTSA total of 49.77% (1 210/2 431) were AIDS. Get a Bayesian network with 7 nodes and 11 directed arcs and the related parameters by studying the follow-up data of 2 431 cases. The area under receiver operating curve(ROC) was 0.75. There was a direct causal association among sample resource, transmission route, CD4(+)T lymphocyte count of HIV-antibody confirmed positive, antiviral therapy, opportunistic infection therapy, follow-up intervention and AIDS pathogenesis. The incidence probability was 42.83% for those who received antiviral therapy and follow-up intervention, and it was 68.96% for those who received antiviral therapy without follow-up intervention. The probability to receive follow-up intervention was 68.96% for cases transmitted by homosexual behaviors, and it was 34.00%, 42.24%, 1.06% and 22.70% respectively to be reported by medical institutions, testing and counselling, supervision institutions and special surveys.

CONCLUSIONThe Bayesian network revealed the mutual relation and effect intension among multi-factors and multi-stages by network inference. It showed that the rate of AIDS pathogenesis was lower for those who received antiviral therapy and follow-up intervention.

Acquired Immunodeficiency Syndrome ; drug therapy ; epidemiology ; pathology ; Adolescent ; Adult ; Aged ; Aged, 80 and over ; Bayes Theorem ; Child ; Child, Preschool ; China ; epidemiology ; Female ; Humans ; Incidence ; Lymphocyte Count ; Male ; Middle Aged ; Young Adult

Objective: To analyze the epidemiological characteristics of HIV/AIDS infected students in Shandong Province, to provide a basis for the prevention and control of AIDS transmission in the student population. Methods: All 863 HIV/AIDS students cases during 2010-2019 were collected in Shandong Province. Epidemiological characteristics was described and the trends in the 10 years since 2010 was analyzed. Results: These 863 HIV/AIDS students were mainly transmitted through homosexual sex (763 cases, 88.41%), and the samples were mainly from voluntary consultation testing (433 cases, 50.17%). From 2010 to 2019, the proportion of student cases in the total number of cases showed an increasing trend ( χ 2 trend =30.21, P <0.01). Among them, the proportion of homosexual transmission cases increased year by year ( χ 2 trend =6.35, P =0.01), the proportion of cases aged 18-22 years increased year by year ( χ 2 trend =6.10, P =0.01), the proportion of cases with college degree or above increased year by year ( χ 2 trend =4.26, P =0.04). At present, voluntary consultation testing were the main source.There was no significant difference between the years of sample sources ( χ 2 trend =2.97, P =0.09). Conclusion The report number of students in Shandong Province are on the rise in recent years, especially those infected by same sex transmission, mainly with high education background, which calls for targeted strategies and intervention measures.

Based on the analysis of the network layout and functional structure of the central monitoring system,the daily maintenance strategy and common fault maintenance methods were discussed.In terms of function structure,the central monitoring system of inpatient ward was divided into four modules:network architecture,monitoring terminal,central monitoring and data management,which realized the functions of monitoring patients'vital signs,data transmission display,analysis and alarm.In the event of failure of equipment,the source of structural components was analyzed based on the fault phenomenon,and the failure handling was carried out by one by one.In the process of dealing with network faults,the signals before and after the switch were detected and analyzed according to the fault scope.When abnormal results of physiological parameters were found,the factors such as human operation,patient cooperation,and equipment hardware and software failures were considered at the same time.The cause of the failure was eliminated according to the results of the observation and test;the equipment returned to normal service after the failure.Medical personnel and equipment engineers should be familiar with the network layout of the central monitoring system,carry out routine maintenance,carefully make troubleshoot faults in maintenance and standardize operation and constantly improve the operation quality of the central monitoring system.

Objective:To construct a classification management model of medical equipment in public hospitals based on association rules algorithm,and to analyze its application effect in hospital equipment management.Methods:Equipment classification management was performed based on Apriori algorithm(association rule analysis)and K-means algorithm(equipment abnormal information mining)in the association rules algorithm,the classification management model of medical equipment in public hospitals was constructed to mine the abnormal characteristics of equipment status.A total of 244 medical devices in clinical use in Beijing Huilongguan Hospital from 2022 to 2023 were selected.According to the application of the classification management model of medical equipment in public hospitals based on the association rule algorithm,the equipment use period from January to December 2022 was set before the application of the association rule algorithm model,and the equipment use period from January to December 2023 was set to the time after the application of the association rule algorithm model.The scores of equipment classification management,the failure rate of different types of equipment and equipment efficiency score before and after the application of association rule algorithm model were compared.Results:After the application of association rule algorithm model,the average scores of warehousing management,use management,maintenance management and scrap management were(89.65±4.65)points,(90.25±4.36)points,(87.69±3.12)points and(90.36±3.39)points,respectively,which were higher than before the application,the difference was statistically significant(t=17.866,14.671,18.128,19.479,P<0.05).After the application of association rule algorithm model,the number of medical image diagnostic and auxiliary equipment,health monitoring equipment,rehabilitation equipment and intervention and treatment equipment that failed was 2,3,2,and 3,and the failure rates were 3.33%,4.69%,2.86%and 6.00%,respectively,which were lower than those before the application,the difference was statistically significant(x2=5.925,6.117,7.937,5.316,P<0.05).After the application of association rule algorithm model,the average scores of overall utilization efficiency,quality stability efficiency and accurate diagnosis and treatment efficiency of the equipment were(96.39±3.69)points,(94.23±3.06)points and(95.47±4.36)points,respectively,which were higher than those before the application,and the difference was statistically significant(t=16.762,17.919,11.769,P<0.05).Conclusion:The application of the classification management model of medical equipment in public hospitals based on association rules algorithm can realize the classification management of medical equipment in hospitals,improve the operating efficiency and management level of equipment,and reduce the equipment failure rate.

Based on synergetics, system theory and dissipative structure theory, the connotation and composition of the compound system of rural public health service in country area are described in the paper. The authors proposed that the synergy degree model of the compound system for rural public health service in county areas comprises the order degree model and the synergy degree model of the compound system, which are composed of such subsystems as functionality, service network, demand, and economy. They also probed into the evaluation method for synergy degree and built the measuring index system of synergy degree comprising 59 level-2 evaluation indicators.

Objective: To understand the survival status of AIDS patients after initiation of antiretroviral treatment (ART) in Shandong province during 2003 to 2017, and to determine the factors associated with survival status. Methods: A retrospective cohort study was conducted among AIDS patients initially received antiretroviral therapy from 2003 to 2017. The epidemiological characteristics of the subjects were described, and life tables were used to estimate the survival rates, the influencing factors were analyzed by Cox regression model. Results: A total of 9 813 cases were enrolled in this study, of the subjects, the median age was 34.9±11.0 years. The median of baseline CD4+ T lymphocyte count was 300.0(P₂₅-P₇₅: 163.0, 428.0)cells/μl, and 83.2% of them were at clinical stage Ⅰ (World Health Organization, WHO). The cumulative survival rates were 97.7%, 96.7%, 95.8% and 93.7%, 1, 3, 5, and 10 years after the initiation of ART respectively. Multivariate Cox regression model analysis showed that the risk of the mortality among those infected through homosexual behavior was 38% lower than that of patients infected via blood or other routes, and HR was 0.62 (95%CI: 0.43-0.89). Higher education level had lower mortality risk(the mortality risk of those with university degree or above was lower, compared to those with primary and lower cultural level, HR=0.41, 95%CI: 0.26-0.65). At baseline, AIDS patients at clinical stage Ⅰ(WHO) had lower mortality risk than those who were at clinical stageⅡ, Ⅲ, and Ⅳ(WHO). Lower baseline CD4+ T lymphocyte count had higher mortality risk. Conclusions Survival rate was higher after initial antiretroviral therapy among AIDS patients in Shandong province. CD4+ T lymphocyte count level, WHO clinical stage, and presence or absence of clinical symptoms at baseline are the main factors influencing the survival time of AIDS patients after ART.

Objective: To identify high risk behaviors and infection related factors among young adult males diagnosed with HIV/AIDS in Shandong Province, to provide evidence for targeted AIDS prevention and control strategies. Methods: By using convient sampling method, an face to face in depth interview on HIV related behaviors was conducted among young adult males newly diagnosed with HIV/AIDS in Shandong Province in July 2021. Results: A total of 31 young adult males diagnosed with HIV/AIDS were interviewed. All were male and infected through homosexuality behavior. Average age was (20.6±1.8) years. Totally 90.3% (28/31) were enrolled in tertiary education at the time of diagnosis. The findings revealed that 93.5% (29/31) of participants got infection due to unprotected homosexual behavior with the temporary partner whose HIV infection status was unknown, and 86.2% (25/29) got in touch with these temporary partner by social software. The awareness rate of knowledge about AIDS among all the participants was 100%, however, 83.9% (26/31) reported occasion condom usage while having homosexual behavior, and 16.1% (5/31) never did. Totally 74.2% (23/31) of the young adult males diagnosed with HIV/AIDS had a history of HIV testing before diagnosis. Conclusion The primary high risk behavior of HIV infection in young adult students are unawareness of HIV infection status for temporary sexual partner and the separation of knowing and doing. A targeted strategy should be developed to control the spread of HIV in young adult students.

Objective:To understand the use of drug and its related factors among men who have sex with men, and to provide reference for the development of reasonable intervention measures.Methods:MSM was recruited from Jinan and Qingdao by means of on-site and internet recruiting from March to June in 2016. Anonymous questionnaires were conducted and HIV and syphilis serological tests were performed. The questionnaire included the general situation, sexual behavior, HIV related services and so on. Multi-factor unconditioned logistic regression model was used to explore related factors about rush poppers use.Results:The rush poppers use rate of 901 MSM was 30.1%（271/901）, the age was (29.3±8.1) years, the HIV infection rate was 4.6% (41/901) and the syphilis infection rate was 8.7% (78/901). Multivariate analysis showed that compared with those who were>25 years old, the OR (95% CI) of those who were ≤ 25 years old was 1.571 (1.110-2.224); compared with the number of anal sexual behavior was<2 times in the last week, the OR (95% CI) of those whose number of anal sexual behavior was ≥2 times was 2.991 (1.100-8.132); compared with those who had not received peer education services in the last year, the OR (95% CI) of those who received peer education services was 13.651 (7.239-25.742). Conclusion:Rush poppers are very popular in the MSM crowd, and those who aged less than 25 years old, who had anal sex more than twice in the past week, and who had received peer education services were more likely to use rush poppers. We should carry out targeted interventions according to the characteristics.

Objective:To analyze the timeliness and influencing factors of antiretroviral treatment (ART) among HIV/AIDS patients from 2017 to 2019 in Shandong province.Methods:Data were collected from the Chinese HIV/AIDS Comprehensive Response Information Management System, HIV/AIDS cases enrolled in antiretroviral therapy, from January 1, 2017 to December 31, 2019, ≥15 years of age and from the mainland of China were the subjects of the study. The general demographic characteristics (gender, age, ethnicity, education level, marital status, etc), infection routes, sample sources, date of diagnosis, baseline CD4+ T cell level, and clinical stage and other information were collected from the database. Univariate analysis was conducted for the timeliness of ART of the subjects by Chi square test, and the influencing factors associated with timeliness of ART were analyzed by binary non-conditional Logistic regression.Results:Among the 7 425 cases of HIV/AIDS, 6 813(91.8%) were male, 5 236(70.5%) had homosexual transmission, the age at the ART initiation was(36.05±12.51)years. The proportion of timeliness of ART within 30 d increased from 55.9% (1145/2050) in 2017 to 65.3% (1821/2789) in 2019. The possibility of timeliness of ART among HIV/AIDS who were married or cohabiting, education of high school and above were higher, with OR values at 1.136, 1.299. The possibility of timeliness of ART among HIV/AIDS cases whose domicile place is outside Shandong province were lower, with OR values at 0.664. The possibility of timeliness of ART in group of HIV/AIDS aging≥55, 45~54 and 35~44 years old were higher than that in 15~24 years old, with OR values at 1.530, 1.505 and 1.394. The possibility of timeliness of ART among the heterosexuals were lower than that of homosexuals, with OR values at 0.803. The possibility of timeliness of ART is lower for cases in places of detention centers than cases from volunteer testing and counseling, with OR values at 0.204. The possibility of timeliness of ART among HIV/AIDS cases whose CD4+ T lymphocyte at >500 cells/μL were lower than that of the cases whose CD4+ T lymphocyte at≤500 cells/μl, with OR values at 0.545. Patients without symptoms at baseline were less likely to receive prompt treatment than those with clinical symptoms, with OR values at 0.727. Patients with baseline clinical staging of stage Ⅳ, period of HIV/AIDS treatment with timeliness was longer than the cases with baseline clinical stages ofⅠ, Ⅱ, Ⅲ, with OR values at 1.307. Conclusions:The proportion of timeliness of ART increased from 2017 to 2019. Marital status, educational level, age, sample source, infection routes, baseline clinical stage, and CD4+ T lymphocyte levels were associated with the timeliness of ART.