Objective To explore the impact and prevention strategies of medical device adverse events in a children's hospital,and to improve the monitoring and management capabilities of medical device adverse events.Methods We retrieved 367 medical device adverse events that occurred in a children's hospital from 2017 to 2022.Using Excel software,we analyzed,organized,and statistically summarized the annual reports of adverse events,the distribution of event grades,the age distribution of involved patients,and the main medical devices involved.Results The annual reports of medical device adverse events showed an overall upward trend.Grade Ⅲ and Ⅳ adverse events accounted for the majority,representing 97.28％of the total re-ports.The main age group affected was 0-3 years old,accounting for 43.60％of the total adverse event reports.Disposable ster-ile syringes,disposable vacuum blood collection tubes,disposable gastric tubes,disposable infusion sets(with needles),dispos-able intravenous catheters,and other polymer products accounted for a high proportion of adverse events.Adverse events related to infusion,nursing,and protective equipment also accounted for a high proportion.Conclusion Adopting measures such as continuous monitoring and analysis of medical device adverse event reports,improving the construction of adverse event systems,strengthening professional skill training for medical staff,and enhancing quality management are conducive to improving the man-agement level of medical device adverse events in hospitals and ensuring patient safety.

Objective To understand the current situation and influencing factors of salary satisfaction of staff in tertiary public hospitals,and provide suggestions for improving the reform of salary system.Methods A questionnaire survey was conducted on 816 employees from 7 tertiary public hospitals in Hunan Province,and the basic situation,salary level,salary promotion,salary system and salary distribution were studied.Descriptive analysis and binary logistic regression model were used to analyze the status quo and influencing factors of employee salary satisfaction.Results The overall satisfaction score of the 816 survey respondents'salary was 71.56 points,at a relatively high level.There was a large difference in satisfaction levels among different regions.Salary level and salary increase satisfaction were 69.19 and 70.90 points respectively,and satisfaction was low.Region,affiliation with a university,cadre status,and title were the main factors affecting salary satisfaction.Conclusion The salary satisfaction of staff in tertiary public hospitals was generally higher in Hunan Province,and the reform had shown positive results.The satisfaction with salary increases and salary levels was relatively low,and it was suggested that the government reasonably determine the salary level of public hospitals and establish a scientific and reasonable salary increase mechanism.It will improve supporting reforms and promote equal pay for equal work.

Objective To observe the performance and safety of self-developed real-time three-dimensional intracardiac echocardiography(ICE)system(system).Methods The self-developed system was constructed using disposable sterile real-time three-dimensional ICE catheter(catheter)and multifunctional cart-mounted digital ultrasound imaging host(ultrasound host).The diameter of catheter was 10F,with effective length of 90 cm and two-dimensional array transducer array(840 elements)integrated at tip.The ultrasound host was connected to the catheter through matching connector.The performance of this system was evaluated with self-made experimental equipment and standard phantom,and live animal experiment was performed to observe its safety and imaging quality.Results The maximum imaging depth of this system was ≥60 mm.Its axial resolution was ≤1 mm and lateral resolution was ≤1 mm within the depth of 40 mm,the horizontal and vertical geometric position accuracy errors were ≤10％and ≤5％,respectively,while the image geometric distortion was ≤10％,and the measurement volume error was ≤30％.The catheter was successfully inserted into right atrium of pig through femoral vein under ultrasound guidance,smoothly passing through the vascular pathway without any bending or jamming with good controllability.The cardiac images of this system were clear,which completely displayed cardiac chamber structures,and the image resolution met diagnostic requirement.No injury related to interventional procedures was found in laboratory tests nor anatomical results.Conclusion The self-developed ICE system was stable and safe,and initial results showed it could meet clinical application expectations.

Objective To understand the current situation and influencing factors of salary satisfaction of staff in tertiary public hospitals,and provide suggestions for improving the reform of salary system.Methods A questionnaire survey was conducted on 816 employees from 7 tertiary public hospitals in Hunan Province,and the basic situation,salary level,salary promotion,salary system and salary distribution were studied.Descriptive analysis and binary logistic regression model were used to analyze the status quo and influencing factors of employee salary satisfaction.Results The overall satisfaction score of the 816 survey respondents'salary was 71.56 points,at a relatively high level.There was a large difference in satisfaction levels among different regions.Salary level and salary increase satisfaction were 69.19 and 70.90 points respectively,and satisfaction was low.Region,affiliation with a university,cadre status,and title were the main factors affecting salary satisfaction.Conclusion The salary satisfaction of staff in tertiary public hospitals was generally higher in Hunan Province,and the reform had shown positive results.The satisfaction with salary increases and salary levels was relatively low,and it was suggested that the government reasonably determine the salary level of public hospitals and establish a scientific and reasonable salary increase mechanism.It will improve supporting reforms and promote equal pay for equal work.

Objective To observe the performance and safety of self-developed real-time three-dimensional intracardiac echocardiography(ICE)system(system).Methods The self-developed system was constructed using disposable sterile real-time three-dimensional ICE catheter(catheter)and multifunctional cart-mounted digital ultrasound imaging host(ultrasound host).The diameter of catheter was 10F,with effective length of 90 cm and two-dimensional array transducer array(840 elements)integrated at tip.The ultrasound host was connected to the catheter through matching connector.The performance of this system was evaluated with self-made experimental equipment and standard phantom,and live animal experiment was performed to observe its safety and imaging quality.Results The maximum imaging depth of this system was ≥60 mm.Its axial resolution was ≤1 mm and lateral resolution was ≤1 mm within the depth of 40 mm,the horizontal and vertical geometric position accuracy errors were ≤10％and ≤5％,respectively,while the image geometric distortion was ≤10％,and the measurement volume error was ≤30％.The catheter was successfully inserted into right atrium of pig through femoral vein under ultrasound guidance,smoothly passing through the vascular pathway without any bending or jamming with good controllability.The cardiac images of this system were clear,which completely displayed cardiac chamber structures,and the image resolution met diagnostic requirement.No injury related to interventional procedures was found in laboratory tests nor anatomical results.Conclusion The self-developed ICE system was stable and safe,and initial results showed it could meet clinical application expectations.

Objective To explore the impact and prevention strategies of medical device adverse events in a children's hospital,and to improve the monitoring and management capabilities of medical device adverse events.Methods We retrieved 367 medical device adverse events that occurred in a children's hospital from 2017 to 2022.Using Excel software,we analyzed,organized,and statistically summarized the annual reports of adverse events,the distribution of event grades,the age distribution of involved patients,and the main medical devices involved.Results The annual reports of medical device adverse events showed an overall upward trend.Grade Ⅲ and Ⅳ adverse events accounted for the majority,representing 97.28％of the total re-ports.The main age group affected was 0-3 years old,accounting for 43.60％of the total adverse event reports.Disposable ster-ile syringes,disposable vacuum blood collection tubes,disposable gastric tubes,disposable infusion sets(with needles),dispos-able intravenous catheters,and other polymer products accounted for a high proportion of adverse events.Adverse events related to infusion,nursing,and protective equipment also accounted for a high proportion.Conclusion Adopting measures such as continuous monitoring and analysis of medical device adverse event reports,improving the construction of adverse event systems,strengthening professional skill training for medical staff,and enhancing quality management are conducive to improving the man-agement level of medical device adverse events in hospitals and ensuring patient safety.

ObjectiveIn view of the standardization of clinical diagnosis and treatment of the acute abdomen and the inheritance of diagnosis and treatment experience of prestigious veteran traditional Chinese medicine（TCM） doctors， a diagnosis and treatment reasoning algorithm based on association rule mining under incomplete evidence（AMIE）+ random walk was proposed to provide information services and technical support for primary doctors by recommending personalized diagnosis and treatment plans based on medical records. MethodThe experience of diagnosis and treatment of acute abdomen of prestigious veteran TCM doctors and the text data of clinical diagnosis and treatment guidelines of integrated TCM and western medicine were collected to complete the task of knowledge extraction and construct acute abdomen knowledge graph based on Neo4j. On the basis of ontology-supported rule-based reasoning， the rule reasoning based on similar syndromes was used to expand the syndrome combinations whose Jaccard similarity was greater than the threshold in the syndrome recommendation results. The semantic path coverage algorithm was used to calculate the semantic similarity between the symptom nodes. The symptom nodes were divided into 10 categories， and the symptom nodes in the same category were extended. The random walk algorithm was used to search the symptom nodes connected with the syndrome， and the connection rules between the syndrome and symptom nodes were extended to realize the knowledge reasoning of AMIE+ random walk. ResultThe acute abdomen knowledge graph included 1 320 nodes and 2 464 relationships. According to the link prediction evaluation index of knowledge reasoning， the reasoning results of the three algorithms in the auxiliary diagnosis and treatment of acute abdomen were compared. The AMIE+ random walk algorithm complemented the knowledge graph by extending the similar syndrome connection rules and the syndrome-symptom connection rules. Compared with the knowledge reasoning algorithm based on ontology rules， the area under the curve （AUC） was 15.18% higher and the accuracy was 30.36% higher， which achieved more accurate and effective knowledge inference. ConclusionThis study used knowledge graph technology to visualize the diagnosis and treatment of acute abdomen with TCM and western medicine， assisting primary clinicians in intuitively viewing the diagnosis and treatment process and data relationship. The proposed diagnosis and treatment reasoning algorithm can realize the personalized diagnosis and treatment plan recommendation at the level of "disease-syndrome-diagnosis-treatment-prescription"， which can assist primary doctors in disease diagnosis and treatment and clinical decision-making， contribute to the knowledge sharing and application of diagnosis and treatment experience and clinical guidelines of prestigious veteran TCM doctors， improve the level of primary clinical diagnosis and treatment， and promote the normalization and standardization of the diagnosis and treatment process of acute abdomen with integrated TCM and western medicine.

At present, traditional methods on statistics have limitations in controlling time- varying confounding. This paper introduces an analysis method, parametric g-formula, which would adjust time-varying confounding, and also exemplifies the steps of its implementation for purpose to provide a new reference for researchers to deal with long-term observational data.

Mediation analysis is mainly used to explore the causal mechanism between independent variable X and dependent variable Y. It determines whether mediator M plays a role and evaluate the role’s degree in the causal path by decomposing the causal path between the independent variable X and the dependent variable Y. However, the classical mediation analysis is generally used for single mediator. This paper introduces a new mediation analysis method for multiple mediators.

As a metabolic disorder during pregnancy,gestational diabetes mellitus (GDM) has an important effects on fetal development,neonatal health and maternal long-term health,and is one of the pregnancy complications with high incidence.It is of great significance that we have an accurate understanding of the etiology and risk factors of GDM for its prevention and control.GDM is a complex disease with multiple etiologies.Current studies have shown that the occurrence of GDM may be the result of combined effect of heredity and environment,but the exact etiology is still unclear.In this paper,we summarized the possible etiologies and risk factors of GDM,so as to understand the occurrence and development of GDM better and to provide possible references for prevention and further etiological studies of GDM.