Objective To develop a multivariate modeling and prediction approach using the data of influenza incidence, meteorological factors and PM_2.5 variables in Hefei City, and to provide new insights into multivariate modeling and prediction methods. Methods PM_2.5 data were transformed into fractal dimension data and, along with meteorological data, were incorporated into a ConvLSTM model. The performance of this model was compared with traditional ARIMAX and multivariate LSTM models. Results The ARIMAX model's testing set Mean Absolute Error (MAE) was 95.75, Root Mean Square Error (RMSE) was 176.72, and Index of Agreement (IA) was 0.396642. The multivariate LSTM model's testing set MAE was 22.18, RMSE was 43.06, and IA was 0.974611. For the fractal dimension-based ConvLSTM model, the testing set MAE was 17.37, RMSE was 32.25, and IA was 0.988149. Conclusion The fractal dimension effectively captures the complexity and self-similarity of PM_2.5 concentration, providing the model with richer feature information. The fractal dimension-based ConvLSTM model significantly outperforms the traditional ARIMAX model and the multivariate LSTM model in prediction accuracy and can be used for predicting the number of influenza cases.

Objective To explore the expression and prognostic value of Smad ubiquitination regulator 2(SMURF2)and protein kinase C receptor 1(RACK1)in epithelial ovarian cancer(EOC)tissues.Methods Cancer tissue specimens of 112 patients with EOC(EOC group)admitted to the hospital from January 2019 to Janu-ary 2021,as well as normal ovarian tissue specimens of 60 patients with other ovarian diseases(control group)who underwent ovarian surgery in the same hospital during the same period were selected.The expressions of SMURF2 and RACK1 in EOC cancer tissues and normal ovarian tissues were detected by real-time fluores-cence quantitative PCR and immunohistochemistry.Pearson correlation analysis was used to analyze the rela-tionship between the expressions of SMURF2 mRNA and RACK1 mRNA in EOC cancer tissues.The Kaplan-Meier survival curve and Log-rank test were used to analyze the differences in survival prognosis among pa-tients with different expressions of SMURF2 and RACK1.Multivariate COX regression analysis was conduc-ted to analyze the influencing factors of survival prognosis in EOC.Results The expression level of SMURF2 mRNA in EOC cancer tissues was lower than that in normal ovarian tissues,and the expression level of RACK1 mRNA was higher than that in normal ovarian tissues,and the differences were statistically signifi-cant(P＜0.05).The expression levels of SMURF2 mRNA and RACK1 mRNA in EOC cancer tissues were negatively correlated(r=-0.764,P＜0.001).The positive rate of SMURF2 in EOC cancer tissues was lower than that in normal ovarian tissues,and the positive rate of RACK1 was higher than that in normal ovarian tis-sues.The difference was statistically significant(P＜0.001).Compared with the cancer tissues of EOC pa-tients with International Federation of Obstetrics and Gynecology(FIGO)stage Ⅰ-Ⅱ and no lymph node metastasis,the positive rate of SMURF2 was lower and the positive rate of RACK1 was higher in the cancer tissues of EOC patients with FIGO stage Ⅲ and lymph node metastasis,and the differences were statistically significant(P＜0.05).The 3-year overall survival rate of EOC patients in the SMURF2 positive group was higher than that in the negative group,and the 3-year overall survival rate of EOC patients in the RACK1 pos-itive group was lower than that in the negative group,and the differences were statistically significant(Log-Rank x2=4.938,5.251;P=0.028,0.018).FIGO stage Ⅲ,lymph node metastasis and positive RACK1 were risk factors affecting the survival prognosis of EOC(P＜0.001),while positive SMURF2 was a protective fac-tor(P＜0.001).Conclusion The expression level of SMURF2 is decreased and the expression level of RACK1 is increased in EOC cancer tissues.Both are related to FIGO stage and lymph node metastasis,and are markers for evaluating the survival prognosis of EOC patients.

Objective Examine and analyze the current situation of the construction of national regional medical centers for children in China,in order to provide reference for promoting the high-quality development of national regional medical centers for children and other categories.Methods Refer to literature and official websites of relevant national departments and hospitals to obtain the required data and establish an analysis database for children's national regional medical centers.Using PEST analysis method,conduct research from four perspectives:politics,economy,society,and technology.Results The development trend of national regional medical centers for children is good,with a favorable policy environment,increasing demand for children's medical and health services,and high social expectations.However,there are issues such as targeted support policies that need to be improved,varying levels of economic security,regional cultural conflicts,and differences in technological resource levels.Conclusion It is suggested to improve the targeted policy support system,establish a sound compensation mechanism,actively integrate into the overall development of regional society,and integrate the advantages of various technological resources.

Objective Examine and analyze the current situation of the construction of national regional medical centers for children in China,in order to provide reference for promoting the high-quality development of national regional medical centers for children and other categories.Methods Refer to literature and official websites of relevant national departments and hospitals to obtain the required data and establish an analysis database for children's national regional medical centers.Using PEST analysis method,conduct research from four perspectives:politics,economy,society,and technology.Results The development trend of national regional medical centers for children is good,with a favorable policy environment,increasing demand for children's medical and health services,and high social expectations.However,there are issues such as targeted support policies that need to be improved,varying levels of economic security,regional cultural conflicts,and differences in technological resource levels.Conclusion It is suggested to improve the targeted policy support system,establish a sound compensation mechanism,actively integrate into the overall development of regional society,and integrate the advantages of various technological resources.

OBJECTIVE To provide a reference for the early diagnosis， drug treatment and medication monitoring for patients with Lemierre’s syndrome. METHODS The doctors confirmed the diagnosis of the patient as having Lemierre’s syndrome based on the patient’s condition and the results of metagenomic next-generation sequencing （mNGS）， and the clinical pharmacists participated in the treatment process of the patient. During the treatment process， the clinical pharmacists suggested using piperacillin sodium and tazobactam sodium combined with metronidazole for anti-infective treatment against Fusobacterium necrophorum infection； clinical pharmacists recommend anticoagulant treatment with Enoxaparin sodium injection for left internal jugular vein thrombophlebitis. RESULTS The doctors accepted the suggestion of the clinical pharmacists， and the patient’s condition improved after treatment and was allowed to be discharged with medication. CONCLUSIONS By interpreting the results of mNGS， combined with the patient’s condition， the clinical pharmacists assist doctors in formulating individualized anti-infective and anticoagulant plans for the patient and provide medication monitoring， ensuring the safety and effectiveness of the patient’s medication.

Objective:To establish the standard of nursing quality in bone oncology department, and provide the basis for scientific evaluation of nursing quality in bone oncology department.Methods:On the theoretical basis of Donabedian′s three-dimensional quality model of "structure-process-outcome", and through literature review and semi-structured interview method, the "evaluation index of nursing quality in bone oncology department" was preliminatively formulated from November 2022 to June 2023. The Delphi method was used to select 31 experts from 31 third-level A hospitals and nursing colleges in 27 provinces or municipalities across the country for two rounds of correspondence consultation. The criteria were screened and modified to determine the evaluation criteria of nursing quality in bone tumor specialty.Results:The questionnaire recovery rate of 2 rounds of expert consultation was 100.00%, the authority coefficient of 2 rounds of expert consultation was 0.93, and the coefficient of variation of 1, 2 and 3-grade standards were all less than or equal to 0.25. The Kendall′s coefficient of concordance of the primary standards of the two rounds of expert consultation were both 0.088, in the secondary standards were 0.103 and 0.140, in the tertiary standards were 0.119 and 0.110. Through 2 rounds of expert letter consultation, the evaluation criteria for the quality of care in bone tumor specialties were divided into three levels, including 3 primary standards (structural quality criteria, process quality criteria and outcome quality criteria), 21 secondary standards and 80 tertiary standards.Conclusions:The construction process of nursing quality standard in bone oncology department is scientific and reliable, reflecting specialty characteristics, and can provide scientific basis for the evaluation of nursing quality in bone oncology department and standardize nursing behavior.

With the progress of society,the global development of scientific and technical research activities,and the increasing number of medical Institutional Review Board(IRB)review projects,the construction and management of electronic informatization have become extremely important.In the process of electronic information construction in institutional ethics review,it is necessary to take into account the new policy of ethical governance of science and technology,consider the system and standard operating procedures of IRB,and develop reasonable processes based on practical work,simplify manual operation,improve the accuracy of project management,achieve refined management,and facilitate communication among researchers,ethics committee secretaries,and members.

Bronchiectasis has the characteristics of long course,gradual aggravation,easy recurrence and difficult to treat.The characteristics are similar to those arouse by incubative pathogenic factors.Based on the theory of incubative pathogenic factors,this disease is often related to the incubative pathogenic factors in the body's areas with deficient healthy qi,which occur at regular times.The etiology can be external,congenital,or internal.Treatment should focus on different characteristics of incubative pathogenic factors.Attention should be paid to clearing and dispersing in external pathogenic factors,while attention should be paid to supporting and promoting healthy qi in congenital pathogenic factors,and do not forget to remove internal pathogenic factors.

The application of Raman spectroscopy in the field of laboratory medicine is making continuous progress and development. The biosensor platform based on Raman spectroscopy provides a new means for accurate molecular diagnosis of diseases. In particular, as a fast and non-destructive detection method, surface-enhanced Raman scattering has the advantages of simple sample preparation, little interference from water and real-time detection, and shows great application potential in the field of medical examination. At the same time, with the integration of SERS and other technologies, including electrochemistry, new nano-materials, microfluidic, biochip, DNA nano-machine, artificial intelligence and machine learning, it will play a more and more important role in the field of medical laboratory. With the deepening of SERS research and the cross-integration between multiple disciplines, it will be widely used in biomedical detection and is expected to become an important technology platform for the next generation of precision diagnosis.

The intervention and prevention of perioperative hypothermia is not only reflected in the technical level, but also reveals the important role of humanistic care in the whole intervention work. If perioperative patients have hypothermia, it is likely to cause a series of complications such as postoperative shivering, which seriously threatens the life safety of patients. Prevention and intervention was based on a comprehensive understanding of the causes and hazards of hypothermia, especially the impact on the lives of the elderly. Effective supervision was implemented in the whole process of operation, such as dynamic monitoring of vital signs including body temperature, followed by room temperature regulation, body temperature protection and preoperative and postoperative psychological nursing. At this time, the sense of responsibility, good humanistic care of medical staff are of positive significance to effectively prevent and reduce the probability of perioperative hypothermia and accelerate the postoperative rehabilitation of patients.